sample.json

{
  "result": [
    {
      "id": "79dc3154ebddcbc312a1b9e56c14f47a16e70f83",
      "notes": [
        {
          "id": 3158603392,
          "body": "<!-- This is an auto-generated comment: summarize by coderabbit.ai -->\nNo actionable comments were generated in the recent review. 🎉\n\n<details>\n<summary>ℹ️ Recent review info</summary>\n\n<details>\n<summary>⚙️ Run configuration</summary>\n\n**Configuration used**: Organization UI\n\n**Review profile**: CHILL\n\n**Plan**: Pro\n\n**Run ID**: `2449deb9-d05e-4649-9f32-b3e5232355d7`\n\n</details>\n\n<details>\n<summary>📥 Commits</summary>\n\nReviewing files that changed from the base of the PR and between 77f9b8ad54d475ac28ee71c32ba8df9c459c15a5 and 2fdcf3a065e083a75952b7d0266866232ad2e6fb.\n\n</details>\n\n<details>\n<summary>📒 Files selected for processing (2)</summary>\n\n* `src/engine/components/mcp/tools/clone_repo.py`\n* `src/engine/components/mcp/tools/push_branch.py`\n\n</details>\n\n</details>\n\n---\n\n\n<!-- walkthrough_start -->\n\n## Walkthrough\n\nAdds five new read-only agent specs and integrates them into skill workflows using .automaton artifacts; adds benchmark mode (env/CLI/config), deterministic/overridable branch naming, ClaudeAgent model and session resumption, clone/push MR fallback behaviors, API path updates, tests, and CLAUDE.md template/session changes. (50 words)\n\n## Changes\n\n|Cohort / File(s)|Summary|\n|---|---|\n|**Manager prompt** <br> `src/engine/components/agentpool/agentpool/prompts/manager.md`|Added \"Working Agreements\" and \"Failure Modes to Avoid\" documentation.|\n|**New agent specs** <br> `src/engine/plugin/agents/explore.md`, `src/engine/plugin/agents/executor.md`, `src/engine/plugin/agents/verifier.md`, `src/engine/plugin/agents/architect.md`, `src/engine/plugin/agents/code-reviewer.md`|Introduced five agent docs defining roles, strict read-only/edit rules, evidence/citation requirements, workflows, and structured outputs.|\n|**Skill workflows** <br> `src/engine/plugin/skills/initialise/SKILL.md`, `src/engine/plugin/skills/plan/SKILL.md`, `src/engine/plugin/skills/implement/SKILL.md`, `src/engine/plugin/skills/review/SKILL.md`, `src/engine/plugin/skills/submit/SKILL.md`|Reworked phases to produce/use `.automaton` artifacts, spawn explore/architect/verifier subagents, revise acceptance criteria/state transitions, and formalize executor pattern.|\n|**CLAUDE/session template & pool** <br> `src/engine/session-template/CLAUDE.md.j2`, `src/engine/components/agentpool/agentpool/pool.py`|Added session_root and conditional repo templating in CLAUDE.md; pool can resume sessions via AUTOMATON_SESSION_DIR and persists/reads claude_session_id; CLAUDE.md rendering includes session_root and repos.|\n|**ClaudeAgent model & tests** <br> `src/engine/components/agent/agent/claude_sdk.py`, `src/engine/components/agent/tests/test_claude_sdk.py`|Added `model: str` attribute (default `sonnet`), accept model via kwargs, propagate model into options, initialize last session id from kwargs; tests for default and override.|\n|**Benchmark mode & CLI / config** <br> `src/engine/main.py`, `src/engine/manual.py`, `src/engine/components/mcp/tools/config.py`, `deploy/automaton/values-local.yaml`|Introduced AUTOMATON_BENCHMARK_MODE and CLI flags (`--no-benchmark-mode`, `--prompt`, `--session`), EngineConfig.benchmark_mode, and changed local values to enable PVC persistence.|\n|**Branch / MR behavior** <br> `src/engine/components/mcp/tools/create_mr.py`, `src/engine/components/mcp/tools/push_branch.py`, `src/engine/components/mcp/tools/submit_results.py`|Added optional `branch_name` parameter, deterministic benchmark suffixing when benchmark_mode, branch_name propagation across push/create, fallback project-path resolution, and ignore/handle Automaton-titled MRs in benchmark mode.|\n|**Clone / push fallbacks & tests** <br> `src/engine/components/mcp/tools/clone_repo.py`, `src/engine/components/mcp/tests/unit/*`|Centralized git clone helper with timeout and CLAUDE.md creation; treat unknown repo names as GitLab path/URL or full URL; updated and added tests for clone/push fallbacks and behaviors.|\n|**Config & tests** <br> `src/engine/components/mcp/tools/config.py`, `src/engine/components/mcp/tests/unit/test_config.py`, `src/engine/components/mcp/tests/unit/test_create_mr.py`|EngineConfig gained `benchmark_mode`; tests added/adjusted for parsing, MR behavior in benchmark_mode, deterministic suffixing, and immutability assertion.|\n|**AgentPool / main wiring** <br> `src/engine/main.py`, `src/engine/tests/test_main.py`, `src/engine/components/agentpool/agentpool/pool.py`|AgentPool now accepts `ticket_id`; main persists claude_session_id to workdir; pool reads session dir and passes session_id into Agent for resumption.|\n|**API path & operator changes** <br> `src/operator/main.py`, `src/engine/tests/test_agent_config.py`, `src/operator/tests/test_fetch_pod_config.py`, `src/backend/app/api/routes/runs.py`|Updated endpoints from `/api/v1/projects/...` to `/projects/...`; create_run now validates project existence and returns 422 for nonexistent project_id; tests updated.|\n|**Backend agent-config repos** <br> `src/backend/app/models_metrics.py`, `src/backend/app/repositories.py`, `src/backend/tests/api/routes/test_project_config.py`, `src/backend/tests/utils/metrics.py`|Added `repos: list[str]` to AgentConfig model, surfaced repos in get/set payloads, and updated tests and test utilities to accept/return repos.|\n|**Templates & docs** <br> `src/engine/session-template/CLAUDE.md.j2`, `src/engine/plugin/skills/*`, `src/engine/plugin/agents/*`|Expanded CLAUDE.md with session_root, conditional repo cloning and testing guidance; multiple wording and acceptance-criteria refinements across skills and agent docs.|\n\n## Sequence Diagram\n\n```mermaid\nsequenceDiagram\n    participant User\n    participant Initialise\n    participant Explore\n    participant Plan\n    participant Architect\n    participant Implement\n    participant Executor\n    participant Review\n    participant Verifier\n    participant GitLab\n\n    User->>Initialise: submit ticket\n    Initialise->>Initialise: write .automaton/ticket.md & .automaton/acs.md\n    Initialise->>Plan: request plan\n    Plan->>Explore: spawn automaton:explore\n    Explore-->>Plan: exploration report (file:line evidence)\n    Plan->>Architect: request architect review (.automaton/plan.md)\n    Architect-->>Plan: APPROVED / CONCERNS (file:line)\n    Plan-->>User: .automaton/plan.md\n\n    User->>Implement: run plan item\n    Implement->>Executor: spawn automaton:executor for single item\n    Executor->>Executor: TDD cycle (test -> fail -> implement -> pass)\n    Executor-->>Implement: item result (changed files, tests, lint)\n    Implement->>Implement: debug artifact check\n\n    User->>Review: request review\n    Review->>Verifier: spawn automaton:verifier\n    Verifier->>GitLab: run tests & linter (pytest, ruff)\n    Verifier-->>Review: Verification Report (VERDICT, AC status)\n    Review-->>User: review outcome / issues\n```\n\n## Estimated code review effort\n\n🎯 4 (Complex) | ⏱️ ~45 minutes\n\n## Possibly related PRs\n\n- raptortech1/aidevops/automaton#53 — related AgentPool prompt/session and per-project agent_config prompt plumbing.\n\n## Poem\n\n> 🐇 I stitched five specs from root to branch and root,  \n> > sessions remember where the CLAUDE files put,  \n> > tests cite file:line, agents speak in proofs,  \n> > branches get nicknames, no surprise in the booths,  \n> > hop—workflow hums, and I nibble a carrot of truth.\n\n<!-- walkthrough_end -->\n\n\n<!-- pre_merge_checks_walkthrough_start -->\n\n<details>\n<summary>🚥 Pre-merge checks | ✅ 3</summary>\n\n<details>\n<summary>✅ Passed checks (3 passed)</summary>\n\n|     Check name     | Status   | Explanation                                                                                                                                                                                            |\n| :----------------: | :------- | :----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |\n|  Description Check | ✅ Passed | Check skipped - CodeRabbit’s high-level summary is enabled.                                                                                                                                            |\n|     Title check    | ✅ Passed | The title accurately reflects the main changes: it highlights the addition of subagent exploration and verifier agents, plus AC persistence improvements, which are the central objectives of this PR. |\n| Docstring Coverage | ✅ Passed | Docstring coverage is 80.33% which is sufficient. The required threshold is 80.00%.                                                                                                                    |\n\n</details>\n\n<sub>✏️ Tip: You can configure your own custom pre-merge checks in the settings.</sub>\n\n</details>\n\n<!-- pre_merge_checks_walkthrough_end -->\n\n<!-- finishing_touch_checkbox_start -->\n\n<details>\n<summary>✨ Finishing Touches</summary>\n\n📝 Generate docstrings: use the `@group_83799584_bot_f193fb438ea511aea4aa90390380ca6a generate docstrings` command.\n\n</details>\n\n<!-- finishing_touch_checkbox_end -->\n\n<!-- pr_review_plan_action_start -->\n\n<details>\n<summary>📝 Coding Plan</summary>\n\nUse `@group_83799584_bot_f193fb438ea511aea4aa90390380ca6a plan` to generate a coding plan for all open human review comments.\n\n</details>\n\n<!-- pr_review_plan_action_end -->\n\n<!-- tips_start -->\n\n---\n\n\n\n<sub>Comment `@group_83799584_bot_f193fb438ea511aea4aa90390380ca6a help` to get the list of available commands and usage tips.</sub>\n\n<!-- tips_end -->\n\n<!-- internal state start -->\n\n\n<!-- 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 -->\n\n<!-- internal state end -->",
          "author": {
            "id": 29192424,
            "username": "group_83799584_bot_f193fb438ea511aea4aa90390380ca6a",
            "name": "****"
          },
          "created_at": "4 days ago (2026-03-13T17:09:00.530Z)",
          "updated_at": "5 minutes ago (2026-03-18T11:33:44.414Z)",
          "resolved": false
        }
      ],
      "individual_note": true
    },
    {
      "id": "257e7186db3f31833cc9c4c4659fbb5c3266f91c",
      "notes": [
        {
          "id": 3158605137,
          "body": "changed the description",
          "author": {
            "id": 29192424,
            "username": "group_83799584_bot_f193fb438ea511aea4aa90390380ca6a",
            "name": "****"
          },
          "created_at": "4 days ago (2026-03-13T17:09:49.416Z)",
          "updated_at": "4 days ago (2026-03-13T17:09:49.421Z)",
          "resolved": false
        }
      ],
      "individual_note": true
    },
    {
      "id": "40e55c0afb2ba02ae8caca533382bdf9de7507e0",
      "notes": [
        {
          "id": 3158609908,
          "body": "**Actionable comments posted: 3**\n\n> 🔥 **CAUTION**\n> Some comments are outside the diff and can’t be posted inline due to platform limitations.\n> \n> \n> \n> <details>\n> <summary>⚠️ Outside diff range comments (1)</summary><blockquote>\n> \n> <details>\n> <summary>src/engine/plugin/skills/initialise/SKILL.md (1)</summary><blockquote>\n> \n> `95-100`: _⚠️ Potential issue_ | _🟠 Major_\n> \n> **Acceptance checklist is missing the new mandatory persistence artifacts.**\n> \n> The phase now requires writing `.automaton/ticket.md` and `.automaton/acs.md`, but the checklist does not verify either. Please add explicit checklist items so completion criteria enforce this behavior.\n> \n> <details>\n> <summary>Suggested checklist additions</summary>\n> \n> ```diff\n>  ## Acceptance Criteria\n>  \n>  - [ ] `get_jira_ticket(ticket_key)` was called and ticket data reviewed\n> +- [ ] `.automaton/ticket.md` was written with the full raw ticket output\n> +- [ ] `.automaton/acs.md` was written with extracted/derived ACs and ambiguities\n>  - [ ] Triage decision was made (PROCEED, SKIP, or ESCALATE)\n>  - [ ] Repository is cloned locally\n>  - [ ] A `<STATE_TRANSITION>` signal has been emitted\n> ```\n> </details>\n> \n> <details>\n> <summary>🤖 Prompt for AI Agents</summary>\n> \n> ```\n> Verify each finding against the current code and only fix it if needed.\n> \n> In `@src/engine/plugin/skills/initialise/SKILL.md` around lines 95 - 100, Update\n> the acceptance checklist in SKILL.md to include verification of the new\n> persistence artifacts by adding explicit items that confirm\n> `.automaton/ticket.md` was written and reviewed and `.automaton/acs.md` was\n> written and reviewed; ensure the checklist uses the same style as existing items\n> (e.g., \"- [ ] `.automaton/ticket.md` was created and contains ticket data\" and\n> \"- [ ] `.automaton/acs.md` was created and contains ACS/state transition data\")\n> so completion gating enforces these artifacts are produced during the phase.\n> ```\n> \n> </details>\n> \n> </blockquote></details>\n> \n> </blockquote></details>\n\n<details>\n<summary>🤖 Prompt for all review comments with AI agents</summary>\n\n```\nVerify each finding against the current code and only fix it if needed.\n\nInline comments:\nIn `@src/engine/components/agentpool/agentpool/prompts/manager.md`:\n- Around line 73-77: The document uses both “signaling” and “signalling”;\nstandardize to one spelling (choose \"signaling\") throughout the prompt file by\nreplacing every instance of \"signalling\" with \"signaling\" (including list items\nlike \"Premature signalling\" and phrases such as \"debug check before signalling\"\nand \"attempting the same fix 3+ times... signal `planning` with a diagnosis\") so\nthe entire manager.md uses a single consistent variant; verify headings, list\nentries, and inline text are all updated.\n\nIn `@src/engine/plugin/skills/implement/SKILL.md`:\n- Around line 86-88: The grep command in SKILL.md should use null-delimited\nfilenames to avoid hanging on empty diffs and to safely handle paths with\nspaces; replace the current expansion of $(git diff --name-only\norigin/main...HEAD) with a piped null-delimited form like git diff --name-only\n-z origin/main...HEAD | xargs -0 (and use --no-run-if-empty / -r if available)\nto invoke grep -nE 'print(\\|breakpoint()\\|import pdb\\|pdb\\.\\|# TODO\\|# HACK\\|#\nFIXME' in the {workdir}/{repo_name} directory; update the documented command\nstring (the line containing the grep pattern) to use this git diff -z | xargs -0\napproach so empty diffs don’t cause grep to read stdin and filenames with spaces\nare preserved.\n\nIn `@src/engine/plugin/skills/review/SKILL.md`:\n- Around line 51-57: Add an \"Escalation\" tool row to the Available Tools table\nso the documented escalation path is executable; specifically document the tool\n(e.g., \"Escalation\" or `Agent(subagent_type=\"escalation\")`) and note it is used\nto perform escalation via the function `transition_run_state()` (used by the\n`escalate` action), so readers know to call `transition_run_state()` when\ninvoking the Escalation tool.\n\n---\n\nOutside diff comments:\nIn `@src/engine/plugin/skills/initialise/SKILL.md`:\n- Around line 95-100: Update the acceptance checklist in SKILL.md to include\nverification of the new persistence artifacts by adding explicit items that\nconfirm `.automaton/ticket.md` was written and reviewed and `.automaton/acs.md`\nwas written and reviewed; ensure the checklist uses the same style as existing\nitems (e.g., \"- [ ] `.automaton/ticket.md` was created and contains ticket data\"\nand \"- [ ] `.automaton/acs.md` was created and contains ACS/state transition\ndata\") so completion gating enforces these artifacts are produced during the\nphase.\n```\n\n</details>\n\n---\n\n<details>\n<summary>ℹ️ Review info</summary>\n\n<details>\n<summary>⚙️ Run configuration</summary>\n\n**Configuration used**: Organization UI\n\n**Review profile**: CHILL\n\n**Plan**: Pro\n\n**Run ID**: `37032610-11b4-42ae-bed3-c92ec8276e9e`\n\n</details>\n\n<details>\n<summary>📥 Commits</summary>\n\nReviewing files that changed from the base of the PR and between 4bc05126dd681a788a60c71d4013db24f9ca017a and 0c6091e055b8990201956dbb914db30fead8b515.\n\n</details>\n\n<details>\n<summary>📒 Files selected for processing (6)</summary>\n\n* `src/engine/components/agentpool/agentpool/prompts/manager.md`\n* `src/engine/plugin/agents/verifier.md`\n* `src/engine/plugin/skills/implement/SKILL.md`\n* `src/engine/plugin/skills/initialise/SKILL.md`\n* `src/engine/plugin/skills/plan/SKILL.md`\n* `src/engine/plugin/skills/review/SKILL.md`\n\n</details>\n\n</details>\n\n<!-- This is an auto-generated comment by CodeRabbit for review status -->",
          "author": {
            "id": 29192424,
            "username": "group_83799584_bot_f193fb438ea511aea4aa90390380ca6a",
            "name": "****"
          },
          "created_at": "4 days ago (2026-03-13T17:11:40.224Z)",
          "updated_at": "4 days ago (2026-03-13T17:11:40.224Z)",
          "resolved": false
        }
      ],
      "individual_note": true
    },
    {
      "id": "3044bab100d23d774f2c373076617def8f24a145",
      "notes": [
        {
          "id": 3158609997,
          "body": "_⚠️ Potential issue_ | _🟡 Minor_\n\n**Standardize “signaling/signalling” spelling in this doc.**\n\nLine 73 and Line 77 use “signalling”, while earlier sections (e.g., Line 56) use “signaling”. Please pick one variant for consistency in this single prompt file.\n\n<details>\n<summary>Suggested edit</summary>\n\n```diff\n-- **Premature signalling** — emitting a state transition before the phase's acceptance criteria are met. The signal is a claim that work is done — make sure it is.\n+- **Premature signaling** — emitting a state transition before the phase's acceptance criteria are met. The signal is a claim that work is done — make sure it is.\n\n-- **Debug leaks** — leaving `print()`, `pdb`, `breakpoint()`, `# TODO`, or `# HACK` in code that gets submitted. The debug check before signalling exists to catch this.\n+- **Debug leaks** — leaving `print()`, `pdb`, `breakpoint()`, `# TODO`, or `# HACK` in code that gets submitted. The debug check before signaling exists to catch this.\n```\n</details>\n\n<!-- suggestion_start -->\n\n<details>\n<summary>📝 Committable suggestion</summary>\n\n> ‼️ **IMPORTANT**\n> Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.\n\n```suggestion:-4+0\n- **Premature signaling** — emitting a state transition before the phase's acceptance criteria are met. The signal is a claim that work is done — make sure it is.\n- **Test hacking** — modifying a test to pass rather than fixing the production code. Tests describe correct behaviour; they are not obstacles.\n- **Skipping exploration** — forming a hypothesis about a root cause without evidence from `automaton:explore`. Guessing wastes a full implement+review cycle.\n- **Silent looping** — attempting the same fix 3+ times. After 3 genuine failures, signal `planning` with a diagnosis. Repetition is not persistence.\n- **Debug leaks** — leaving `print()`, `pdb`, `breakpoint()`, `# TODO`, or `# HACK` in code that gets submitted. The debug check before signaling exists to catch this.\n```\n\n</details>\n\n<!-- suggestion_end -->\n\n<details>\n<summary>🧰 Tools</summary>\n\n<details>\n<summary>🪛 LanguageTool</summary>\n\n[uncategorized] ~73-~73: Do not mix variants of the same word (‘signalling’ and ‘signaling’) within a single text.\nContext: ...h this and send you back. - **Premature signalling** — emitting a state transition before ...\n\n(EN_EXACT_COHERENCY_RULE)\n\n---\n\n[uncategorized] ~77-~77: Do not mix variants of the same word (‘signalling’ and ‘signaling’) within a single text.\nContext: ... gets submitted. The debug check before signalling exists to catch this. - **Armchair diag...\n\n(EN_EXACT_COHERENCY_RULE)\n\n</details>\n\n</details>\n\n<details>\n<summary>🤖 Prompt for AI Agents</summary>\n\n```\nVerify each finding against the current code and only fix it if needed.\n\nIn `@src/engine/components/agentpool/agentpool/prompts/manager.md` around lines 73\n- 77, The document uses both “signaling” and “signalling”; standardize to one\nspelling (choose \"signaling\") throughout the prompt file by replacing every\ninstance of \"signalling\" with \"signaling\" (including list items like \"Premature\nsignalling\" and phrases such as \"debug check before signalling\" and \"attempting\nthe same fix 3+ times... signal `planning` with a diagnosis\") so the entire\nmanager.md uses a single consistent variant; verify headings, list entries, and\ninline text are all updated.\n```\n\n</details>\n\n<!-- fingerprinting:phantom:triton:hawk -->\n\n<!-- This is an auto-generated comment by CodeRabbit -->\n\n✅ Addressed in commits 84b10cc to bc94ad5",
          "author": {
            "id": 29192424,
            "username": "group_83799584_bot_f193fb438ea511aea4aa90390380ca6a",
            "name": "****"
          },
          "created_at": "4 days ago (2026-03-13T17:11:41.950Z)",
          "updated_at": "22 hours ago (2026-03-17T13:04:08.088Z)",
          "resolved": true
        },
        {
          "id": 3166481022,
          "body": "changed this line in [version 8 of the diff](/raptortech1/aidevops/automaton/-/merge_requests/56/diffs?diff_id=1708719402&start_sha=421f623b210b7f7a29975a573c5dad9be0bf65f7#cd515b2ad3889cf7454f5e1c20cbd0c081d2059c_77_77)",
          "author": {
            "id": 25353684,
            "username": "michael_petrov",
            "name": "Michael Petrov"
          },
          "created_at": "22 hours ago (2026-03-17T13:03:48.252Z)",
          "updated_at": "22 hours ago (2026-03-17T13:03:48.252Z)",
          "resolved": false
        }
      ],
      "individual_note": false
    },
    {
      "id": "bcb814f99df34d22f7599ff0bed3ad2c38a94e73",
      "notes": [
        {
          "id": 3158610005,
          "body": "_⚠️ Potential issue_ | _🟠 Major_\n\n<details>\n<summary>🧩 Analysis chain</summary>\n\n🏁 Script executed:\n\n```shell\n#!/bin/bash\n# Verify current vs proposed behavior without modifying repo state.\n# 1) Show whether there are changed files in the PR range.\ngit diff --name-only origin/main...HEAD | sed -n '1,20p'\n\n# 2) Demonstrate safe file passing shape (NUL-delimited) for the proposed command.\ngit diff --name-only -z origin/main...HEAD | python - <<'PY'\nimport sys\ndata = sys.stdin.buffer.read()\nfiles = [p.decode() for p in data.split(b'\\x00') if p]\nprint(f\"changed_files={len(files)}\")\nfor f in files[:10]:\n    print(f\"- {f}\")\nPY\n```\n\nRepository: raptortech1/aidevops/automaton\n\nLength of output: 188\n\n---\n\n\n\n</details>\n\n**Fix grep command to handle empty diffs and paths with spaces safely.**\n\nThe command expands `$(git diff --name-only origin/main...HEAD)` without proper quoting, causing two problems:\n- Empty expansion: grep hangs reading stdin instead of exiting\n- Paths with spaces: word splitting breaks file arguments\n\nUse null-delimited output with `xargs -0` to handle all paths safely:\n\n<details>\n<summary>Corrected command</summary>\n\n```diff\n-cd {workdir}/{repo_name} && grep -rn \"print(\\|breakpoint()\\|import pdb\\|pdb\\.\\|# TODO\\|# HACK\\|# FIXME\" $(git diff --name-only origin/main...HEAD)\n+cd {workdir}/{repo_name} && git diff --name-only -z origin/main...HEAD | xargs -0 -r grep -nE \"print\\(|breakpoint\\(\\)|import pdb|pdb\\.|# TODO|# HACK|# FIXME\"\n```\n</details>\n\n<details>\n<summary>🤖 Prompt for AI Agents</summary>\n\n```\nVerify each finding against the current code and only fix it if needed.\n\nIn `@src/engine/plugin/skills/implement/SKILL.md` around lines 86 - 88, The grep\ncommand in SKILL.md should use null-delimited filenames to avoid hanging on\nempty diffs and to safely handle paths with spaces; replace the current\nexpansion of $(git diff --name-only origin/main...HEAD) with a piped\nnull-delimited form like git diff --name-only -z origin/main...HEAD | xargs -0\n(and use --no-run-if-empty / -r if available) to invoke grep -nE\n'print(\\|breakpoint()\\|import pdb\\|pdb\\.\\|# TODO\\|# HACK\\|# FIXME' in the\n{workdir}/{repo_name} directory; update the documented command string (the line\ncontaining the grep pattern) to use this git diff -z | xargs -0 approach so\nempty diffs don’t cause grep to read stdin and filenames with spaces are\npreserved.\n```\n\n</details>\n\n<!-- fingerprinting:phantom:triton:hawk -->\n\n<!-- This is an auto-generated reply by CodeRabbit -->\n\n✅ Addressed in commits 84b10cc to bc94ad5\n\n<!-- This is an auto-generated comment by CodeRabbit -->",
          "author": {
            "id": 29192424,
            "username": "group_83799584_bot_f193fb438ea511aea4aa90390380ca6a",
            "name": "****"
          },
          "created_at": "4 days ago (2026-03-13T17:11:42.347Z)",
          "updated_at": "22 hours ago (2026-03-17T13:04:08.865Z)",
          "resolved": true
        },
        {
          "id": 3166460359,
          "body": "Dismiss — this is a prompt template for an AI agent running in ephemeral workspaces cloned from GitLab. File paths won't contain spaces. The `-z`/`-0` addition adds noise to the prompt for zero practical gain.",
          "author": {
            "id": 25353684,
            "username": "michael_petrov",
            "name": "Michael Petrov"
          },
          "created_at": "22 hours ago (2026-03-17T12:58:17.971Z)",
          "updated_at": "22 hours ago (2026-03-17T13:01:21.387Z)",
          "resolved": true
        },
        {
          "id": 3166461914,
          "body": "`@michael_petrov`, understood — given that this is an agent prompt template executing in ephemeral GitLab-cloned workspaces where paths are guaranteed not to contain spaces, the `-z`/`-0` hardening is unnecessary noise. I'll note this context for future reviews.\n\n---\n\n<details>\n<summary>✏️ Learnings added</summary>\n\n```\nLearnt from: michael_petrov\nRepo: raptortech1/aidevops/automaton PR: 56\nFile: src/engine/plugin/skills/implement/SKILL.md:86-88\nTimestamp: 2026-03-17T12:58:38.136Z\nLearning: In src/engine/plugin/skills/implement/SKILL.md (and similar SKILL.md / agent prompt templates under src/engine/plugin/), shell commands are prompt templates for an AI agent running in ephemeral workspaces cloned from GitLab. File paths in these workspaces are guaranteed not to contain spaces. Do not raise review comments suggesting null-delimited (-z/-0) or quoting hardening for shell snippets in these prompt templates, as it adds noise with no practical gain in this environment.\n```\n\n> Note: Learnings are effective only in the context of similar code segments. To apply general coding guidelines, please configure [review instructions](https://docs.coderabbit.ai/guides/review-instructions). You can manage existing learnings in the [app](https://app.coderabbit.ai/learnings).\n\n</details>\n\n\n\n---\n\n<details>\n<summary>🧠 Learnings used</summary>\n\n````\nLearnt from: JoeCarter_cpoms\nRepo: raptortech1/aidevops/automaton PR: 54\nFile: src/engine/plugin/skills/plan/SKILL.md:45-60\nTimestamp: 2026-03-13T13:15:36.337Z\nLearning: In Markdown files under the src directory (e.g., SKILL.md, prompts, workflow docs), do not enforce a language identifier for fenced code blocks. Whether to include a language (```markdown, ```python, etc.) is based on author intent and context. Use a language identifier only when the block represents actual content of a specific file type the agent would produce; omit it for pseudo/workflow prose that does not imply a concrete file type. Do not raise review comments either way.\n````\n\n</details>\n\n\n\n<!-- This is an auto-generated reply by CodeRabbit -->",
          "author": {
            "id": 29192424,
            "username": "group_83799584_bot_f193fb438ea511aea4aa90390380ca6a",
            "name": "****"
          },
          "created_at": "22 hours ago (2026-03-17T12:58:45.706Z)",
          "updated_at": "22 hours ago (2026-03-17T13:01:21.387Z)",
          "resolved": true
        }
      ],
      "individual_note": false
    },
    {
      "id": "f689fee36770759a53e529291a393a8f80674488",
      "notes": [
        {
          "id": 3158610014,
          "body": "_⚠️ Potential issue_ | _🟠 Major_\n\n**Escalation tool is missing from Available Tools.**\n\nLine 68 requires `transition_run_state()` for `escalate`, but the Available Tools list does not include it. Please add it so the documented escalation path is executable.\n\n<details>\n<summary>Suggested tools-table patch</summary>\n\n```diff\n | Tool | When to use |\n |------|-------------|\n | `Read` | Read `.automaton/acs.md`, `.automaton/plan.md` |\n | `Agent(subagent_type=\"automaton:verifier\")` | Run fresh test execution and AC verification |\n+| `transition_run_state(run_id, to_state, trigger, context)` | Transition to `escalate` when verifier findings require human intervention |\n```\n</details>\n\n<details>\n<summary>🤖 Prompt for AI Agents</summary>\n\n```\nVerify each finding against the current code and only fix it if needed.\n\nIn `@src/engine/plugin/skills/review/SKILL.md` around lines 51 - 57, Add an\n\"Escalation\" tool row to the Available Tools table so the documented escalation\npath is executable; specifically document the tool (e.g., \"Escalation\" or\n`Agent(subagent_type=\"escalation\")`) and note it is used to perform escalation\nvia the function `transition_run_state()` (used by the `escalate` action), so\nreaders know to call `transition_run_state()` when invoking the Escalation tool.\n```\n\n</details>\n\n<!-- fingerprinting:phantom:triton:hawk -->\n\n<!-- This is an auto-generated comment by CodeRabbit -->\n\n✅ Addressed in commits 84b10cc to 421f623",
          "author": {
            "id": 29192424,
            "username": "group_83799584_bot_f193fb438ea511aea4aa90390380ca6a",
            "name": "****"
          },
          "created_at": "4 days ago (2026-03-13T17:11:42.610Z)",
          "updated_at": "23 hours ago (2026-03-17T12:06:34.224Z)",
          "resolved": true
        }
      ],
      "individual_note": false
    },
    {
      "id": "b5450d68c967f72af8ccd3f3363dc8c0448c7e75",
      "notes": [
        {
          "id": 3158619217,
          "body": "added 1 commit\n\n<ul><li>e36c52ed - Add executor, architect, code-reviewer agents; wire into plan/implement/review phases</li></ul>\n\n[Compare with previous version](/raptortech1/aidevops/automaton/-/merge_requests/56/diffs?diff_id=1704869095&start_sha=0c6091e055b8990201956dbb914db30fead8b515)",
          "author": {
            "id": 20557012,
            "username": "JoeCarter_cpoms",
            "name": "Joe Carter"
          },
          "created_at": "4 days ago (2026-03-13T17:15:31.999Z)",
          "updated_at": "4 days ago (2026-03-13T17:15:32.003Z)",
          "resolved": false
        }
      ],
      "individual_note": true
    },
    {
      "id": "ccd9a4384c213d486669c7d9cbbe82d6c7f179cb",
      "notes": [
        {
          "id": 3158622343,
          "body": "changed the description",
          "author": {
            "id": 29192424,
            "username": "group_83799584_bot_f193fb438ea511aea4aa90390380ca6a",
            "name": "****"
          },
          "created_at": "4 days ago (2026-03-13T17:16:52.149Z)",
          "updated_at": "4 days ago (2026-03-13T17:16:52.153Z)",
          "resolved": false
        }
      ],
      "individual_note": true
    },
    {
      "id": "6573a2f46a5aabb5e3e73396334f3279fb3cd1bd",
      "notes": [
        {
          "id": 3158626554,
          "body": "**Actionable comments posted: 4**\n\n> 🔥 **CAUTION**\n> Some comments are outside the diff and can’t be posted inline due to platform limitations.\n> \n> \n> \n> <details>\n> <summary>⚠️ Outside diff range comments (1)</summary><blockquote>\n> \n> <details>\n> <summary>src/engine/plugin/skills/plan/SKILL.md (1)</summary><blockquote>\n> \n> `119-140`: _⚠️ Potential issue_ | _🟠 Major_\n> \n> **Remove duplicate “Available Tools” section to avoid conflicting instructions.**\n> \n> There are two adjacent tools tables with overlapping but non-identical content. Keep a single authoritative section.\n> \n> \n> <details>\n> <summary>Suggested cleanup</summary>\n> \n> ```diff\n> -## Available Tools\n> -\n> -| Tool | When to use |\n> -|------|-------------|\n> -| `Agent(subagent_type=\"automaton:explore\")` | Explore the repo — trace call paths, find patterns, check git history |\n> -| `Bash` | Run existing failing test to confirm it fails for the right reason |\n> -| `Write` | Write `.automaton/plan.md` and the failing test file |\n> -| `Edit` | Update existing test files |\n> -\n> -Do **not** use `Read`, `Glob`, or `Grep` directly on repo files — use `automaton:explore` instead. Do **not** write or edit implementation files during this phase.\n> -\n>  ## Available Tools\n> ```\n> </details>\n> \n> <details>\n> <summary>🤖 Prompt for AI Agents</summary>\n> \n> ```\n> Verify each finding against the current code and only fix it if needed.\n> \n> In `@src/engine/plugin/skills/plan/SKILL.md` around lines 119 - 140, Remove the\n> duplicated \"Available Tools\" section in SKILL.md by keeping a single\n> authoritative table under the \"Available Tools\" heading; consolidate any\n> differing rows (ensure Agent(subagent_type=\"automaton:explore\"), Bash, Write,\n> Edit and the additional Agent(subagent_type=\"automaton:architect\") entry are\n> present once), delete the adjacent duplicate table, and ensure the admonition\n> about not using Read/Glob/Grep and not editing implementation files remains\n> intact under that single table.\n> ```\n> \n> </details>\n> \n> </blockquote></details>\n> \n> </blockquote></details>\n\n<details>\n<summary>♻️ Duplicate comments (2)</summary><blockquote>\n\n<details>\n<summary>src/engine/plugin/skills/review/SKILL.md (1)</summary><blockquote>\n\n`67-70`: _⚠️ Potential issue_ | _🟠 Major_\n\n**Document the escalation tool used by `transition_run_state()`.**\n\nLine 81 requires escalation via `transition_run_state()`, but the Available Tools section does not list the escalation path/tool.\n\n \n<details>\n<summary>Suggested tools-table addition</summary>\n\n```diff\n | `Read` | Read `.automaton/acs.md`, `.automaton/plan.md` |\n | `Agent(subagent_type=\"automaton:verifier\")` | Run fresh test execution and AC verification |\n | `Agent(subagent_type=\"automaton:code-reviewer\")` | Review diff for logic correctness, edge cases, test adequacy |\n+| `transition_run_state(run_id, to_state, trigger, context)` | Trigger `<STATE_TRANSITION>escalate</STATE_TRANSITION>` when escalation conditions are met |\n```\n</details>\n\n\nAlso applies to: 81-81\n\n<details>\n<summary>🤖 Prompt for AI Agents</summary>\n\n```\nVerify each finding against the current code and only fix it if needed.\n\nIn `@src/engine/plugin/skills/review/SKILL.md` around lines 67 - 70, The Available\nTools table in SKILL.md is missing the escalation tool used by\ntransition_run_state(); update the tools list to include an entry describing the\nescalation path/tool invoked by transition_run_state() (e.g., an \"Escalate\" or\n\"Agent(subagent_type=...)\" row), include its short description and when it is\nused (for AC verification escalation), and place it alongside the existing\nentries such as `Read` and `Agent(subagent_type=\"automaton:verifier\")` so\nreaders can discover which tool transition_run_state() will call.\n```\n\n</details>\n\n</blockquote></details>\n<details>\n<summary>src/engine/plugin/skills/implement/SKILL.md (1)</summary><blockquote>\n\n`82-84`: _⚠️ Potential issue_ | _🟠 Major_\n\n**Use null-delimited changed-file piping for debug grep.**\n\nLine 83 is still using command substitution for file args; this is unsafe with spaced paths and brittle with empty diffs.\n\n \n<details>\n<summary>Proposed command fix</summary>\n\n```diff\n-cd {workdir}/{repo_name} && grep -rn \"print(\\|breakpoint()\\|import pdb\\|pdb\\.\\|# TODO\\|# HACK\\|# FIXME\" $(git diff --name-only origin/main...HEAD)\n+cd {workdir}/{repo_name} && git diff --name-only -z origin/main...HEAD | xargs -0 -r grep -nE \"print\\(|breakpoint\\(\\)|import pdb|pdb\\.|# TODO|# HACK|# FIXME\"\n```\n</details>\n\n<details>\n<summary>🤖 Prompt for AI Agents</summary>\n\n```\nVerify each finding against the current code and only fix it if needed.\n\nIn `@src/engine/plugin/skills/implement/SKILL.md` around lines 82 - 84, Replace\nthe unsafe command-substitution usage that passes $(git diff --name-only\norigin/main...HEAD) to grep with a null-delimited pipeline so paths with spaces\nand empty diffs are handled safely: run git diff --name-only -z\norigin/main...HEAD and pipe its NUL-separated output into xargs -0 (or use grep\n--null and -z variants) to invoke the grep line shown (the bash snippet using\ngrep -rn \"print(\\|breakpoint()\\|import pdb\\|pdb\\.\\|# TODO\\|# HACK\\|# FIXME\") and\nensure xargs is invoked in a no-op-on-empty-diff mode (e.g., using xargs -r) so\nthe command is robust to empty diffs.\n```\n\n</details>\n\n</blockquote></details>\n\n</blockquote></details>\n\n<details>\n<summary>🤖 Prompt for all review comments with AI agents</summary>\n\n`````\nVerify each finding against the current code and only fix it if needed.\n\nInline comments:\nIn `@src/engine/plugin/agents/explore.md`:\n- Around line 28-43: The Markdown example in the explore.md \"Exploration Report\"\noutput uses a 3-backtick outer fence which conflicts with the inner ```python\nblock and can render incorrectly; replace the outer fence with a 4-backtick (or\n~~~~) fence so the inner ```python remains literal — update the block that\nstarts with \"## Exploration Report\" to use the proposed outer fence style (e.g.,\n````) and ensure the closing outer fence matches, leaving the inner ```python\nsnippet unchanged.\n\nIn `@src/engine/plugin/skills/plan/SKILL.md`:\n- Line 57: Update the explorer sentinel match to use the exact token \"NOT FOUND\"\ninstead of \"not found\": locate the logic or doc text that reads the exploration\nreport and checks for the sentinel (\"not found\") and change that\ncomparison/token to \"NOT FOUND\" so the retry/refinement path triggers only on\nthe exact explorer contract value; ensure any conditional checks, string\ncomparisons, or documentation references (the \"not found\" literal in SKILL.md)\nare replaced with the exact \"NOT FOUND\" token.\n- Line 149: The doc references a state transition\n`<STATE_TRANSITION>escalate</STATE_TRANSITION>` that requires human judgment\nafter calling `transition_run_state()`, but there is no corresponding escalation\ntool listed in Available Tools; add a new escalation tool entry and\nimplementation (or at least a stub) named e.g. `escalate_run_state` (or\n`escalation_tool`) that is documented in Available Tools and described to be\ninvoked after `transition_run_state()` for human intervention, including its\npurpose, expected inputs (run/state context), and return behavior so readers and\ncallers know how to call it and what to expect.\n\nIn `@src/engine/plugin/skills/review/SKILL.md`:\n- Around line 79-83: The state-transition descriptions for\n`<STATE_TRANSITION>submitting</STATE_TRANSITION>`,\n`<STATE_TRANSITION>implementing</STATE_TRANSITION>`, and\n`<STATE_TRANSITION>escalate</STATE_TRANSITION>` must be revised to follow the\ndecision matrix by combining both verifier and code-reviewer outputs (not\nverifier-only); update the SKILL.md wording so that the transition decision\nlogic referenced by `transition_run_state()` uses both verifier results and\ncode-reviewer signals, emit the verifier's failure list verbatim when producing\nthe `implementing` transition so the next implement step knows what to fix, and\nensure `escalate` explicitly triggers on combined security or\npublic-API/data-model failures from either reviewer or verifier.\n\n---\n\nOutside diff comments:\nIn `@src/engine/plugin/skills/plan/SKILL.md`:\n- Around line 119-140: Remove the duplicated \"Available Tools\" section in\nSKILL.md by keeping a single authoritative table under the \"Available Tools\"\nheading; consolidate any differing rows (ensure\nAgent(subagent_type=\"automaton:explore\"), Bash, Write, Edit and the additional\nAgent(subagent_type=\"automaton:architect\") entry are present once), delete the\nadjacent duplicate table, and ensure the admonition about not using\nRead/Glob/Grep and not editing implementation files remains intact under that\nsingle table.\n\n---\n\nDuplicate comments:\nIn `@src/engine/plugin/skills/implement/SKILL.md`:\n- Around line 82-84: Replace the unsafe command-substitution usage that passes\n$(git diff --name-only origin/main...HEAD) to grep with a null-delimited\npipeline so paths with spaces and empty diffs are handled safely: run git diff\n--name-only -z origin/main...HEAD and pipe its NUL-separated output into xargs\n-0 (or use grep --null and -z variants) to invoke the grep line shown (the bash\nsnippet using grep -rn \"print(\\|breakpoint()\\|import pdb\\|pdb\\.\\|# TODO\\|#\nHACK\\|# FIXME\") and ensure xargs is invoked in a no-op-on-empty-diff mode (e.g.,\nusing xargs -r) so the command is robust to empty diffs.\n\nIn `@src/engine/plugin/skills/review/SKILL.md`:\n- Around line 67-70: The Available Tools table in SKILL.md is missing the\nescalation tool used by transition_run_state(); update the tools list to include\nan entry describing the escalation path/tool invoked by transition_run_state()\n(e.g., an \"Escalate\" or \"Agent(subagent_type=...)\" row), include its short\ndescription and when it is used (for AC verification escalation), and place it\nalongside the existing entries such as `Read` and\n`Agent(subagent_type=\"automaton:verifier\")` so readers can discover which tool\ntransition_run_state() will call.\n`````\n\n</details>\n\n---\n\n<details>\n<summary>ℹ️ Review info</summary>\n\n<details>\n<summary>⚙️ Run configuration</summary>\n\n**Configuration used**: Organization UI\n\n**Review profile**: CHILL\n\n**Plan**: Pro\n\n**Run ID**: `89eaa4fe-854d-48d8-b246-0b12f2ca5a20`\n\n</details>\n\n<details>\n<summary>📥 Commits</summary>\n\nReviewing files that changed from the base of the PR and between 0c6091e055b8990201956dbb914db30fead8b515 and e36c52ed65f72e2a6f5ac52612a8cbbadc800f57.\n\n</details>\n\n<details>\n<summary>📒 Files selected for processing (7)</summary>\n\n* `src/engine/plugin/agents/architect.md`\n* `src/engine/plugin/agents/code-reviewer.md`\n* `src/engine/plugin/agents/executor.md`\n* `src/engine/plugin/agents/explore.md`\n* `src/engine/plugin/skills/implement/SKILL.md`\n* `src/engine/plugin/skills/plan/SKILL.md`\n* `src/engine/plugin/skills/review/SKILL.md`\n\n</details>\n\n<details>\n<summary>✅ Files skipped from review due to trivial changes (1)</summary>\n\n* src/engine/plugin/agents/executor.md\n\n</details>\n\n</details>\n\n<!-- This is an auto-generated comment by CodeRabbit for review status -->",
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            "name": "****"
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          "created_at": "4 days ago (2026-03-13T17:18:36.094Z)",
          "updated_at": "4 days ago (2026-03-13T17:18:36.094Z)",
          "resolved": false
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    {
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      "notes": [
        {
          "id": 3158626610,
          "body": "_⚠️ Potential issue_ | _🟡 Minor_\n\n**Fix fenced-block nesting in Output Format example.**\n\nThe current fence structure is ambiguous and can render incorrectly. Use an outer 4-backtick fence (or tildes) so the inner ` ```python ` snippet remains literal.\n\n\n<details>\n<summary>Proposed markdown-safe fence structure</summary>\n\n```diff\n-```\n+````\n ## Exploration Report\n ...\n **Evidence:** `path/to/file.py:42`\n ```python\n [relevant code snippet, 5–15 lines max]\n ```\n ...\n ### Summary\n [2–3 sentences synthesising findings relevant to the task]\n-```\n+````\n```\n</details>\n\n<details>\n<summary>🤖 Prompt for AI Agents</summary>\n\n`````\nVerify each finding against the current code and only fix it if needed.\n\nIn `@src/engine/plugin/agents/explore.md` around lines 28 - 43, The Markdown\nexample in the explore.md \"Exploration Report\" output uses a 3-backtick outer\nfence which conflicts with the inner ```python block and can render incorrectly;\nreplace the outer fence with a 4-backtick (or ~~~~) fence so the inner ```python\nremains literal — update the block that starts with \"## Exploration Report\" to\nuse the proposed outer fence style (e.g., ````) and ensure the closing outer\nfence matches, leaving the inner ```python snippet unchanged.\n`````\n\n</details>\n\n<!-- fingerprinting:phantom:triton:hawk -->\n\n<!-- This is an auto-generated comment by CodeRabbit -->\n\n✅ Addressed in commits 84b10cc to 421f623",
          "author": {
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          "created_at": "4 days ago (2026-03-13T17:18:37.932Z)",
          "updated_at": "23 hours ago (2026-03-17T12:06:30.624Z)",
          "resolved": true
        },
        {
          "id": 3166286567,
          "body": "changed this line in [version 7 of the diff](/raptortech1/aidevops/automaton/-/merge_requests/56/diffs?diff_id=1708595271&start_sha=14b45227fd6b7db210e7e167ed84411f1b7d2de3#fde80ded3780bb46ea8cc1223329e37dd286a9d9_43_43)",
          "author": {
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            "username": "JoeCarter_cpoms",
            "name": "Joe Carter"
          },
          "created_at": "23 hours ago (2026-03-17T12:04:47.117Z)",
          "updated_at": "23 hours ago (2026-03-17T12:04:47.117Z)",
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      "notes": [
        {
          "id": 3158626622,
          "body": "_⚠️ Potential issue_ | _🟡 Minor_\n\n**Match the explorer sentinel value exactly.**\n\nLine 57 says `\"not found\"`, but the explorer contract requires exact `NOT FOUND`. Use the exact token to avoid misrouting the retry path.\n\n<details>\n<summary>🤖 Prompt for AI Agents</summary>\n\n```\nVerify each finding against the current code and only fix it if needed.\n\nIn `@src/engine/plugin/skills/plan/SKILL.md` at line 57, Update the explorer\nsentinel match to use the exact token \"NOT FOUND\" instead of \"not found\": locate\nthe logic or doc text that reads the exploration report and checks for the\nsentinel (\"not found\") and change that comparison/token to \"NOT FOUND\" so the\nretry/refinement path triggers only on the exact explorer contract value; ensure\nany conditional checks, string comparisons, or documentation references (the\n\"not found\" literal in SKILL.md) are replaced with the exact \"NOT FOUND\" token.\n```\n\n</details>\n\n<!-- fingerprinting:phantom:triton:hawk -->\n\n<!-- This is an auto-generated comment by CodeRabbit -->\n\n✅ Addressed in commits 84b10cc to 421f623",
          "author": {
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            "name": "****"
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          "created_at": "4 days ago (2026-03-13T17:18:38.266Z)",
          "updated_at": "23 hours ago (2026-03-17T12:06:37.812Z)",
          "resolved": true
        },
        {
          "id": 3166286580,
          "body": "changed this line in [version 7 of the diff](/raptortech1/aidevops/automaton/-/merge_requests/56/diffs?diff_id=1708595271&start_sha=14b45227fd6b7db210e7e167ed84411f1b7d2de3#c150000164029c451ecb33f26134ea5de91e9a9e_57_57)",
          "author": {
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            "username": "JoeCarter_cpoms",
            "name": "Joe Carter"
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          "created_at": "23 hours ago (2026-03-17T12:04:47.460Z)",
          "updated_at": "23 hours ago (2026-03-17T12:04:47.460Z)",
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      "notes": [
        {
          "id": 3158626634,
          "body": "_⚠️ Potential issue_ | _🟠 Major_\n\n**Add escalation tooling to match the documented transition.**\n\nLine 149 requires escalation after calling `transition_run_state()`, but that tool/function is not documented in Available Tools.\n\n<details>\n<summary>🤖 Prompt for AI Agents</summary>\n\n```\nVerify each finding against the current code and only fix it if needed.\n\nIn `@src/engine/plugin/skills/plan/SKILL.md` at line 149, The doc references a\nstate transition `<STATE_TRANSITION>escalate</STATE_TRANSITION>` that requires\nhuman judgment after calling `transition_run_state()`, but there is no\ncorresponding escalation tool listed in Available Tools; add a new escalation\ntool entry and implementation (or at least a stub) named e.g.\n`escalate_run_state` (or `escalation_tool`) that is documented in Available\nTools and described to be invoked after `transition_run_state()` for human\nintervention, including its purpose, expected inputs (run/state context), and\nreturn behavior so readers and callers know how to call it and what to expect.\n```\n\n</details>\n\n<!-- fingerprinting:phantom:triton:hawk -->\n\n<!-- This is an auto-generated comment by CodeRabbit -->\n\n✅ Addressed in commits 84b10cc to 421f623",
          "author": {
            "id": 29192424,
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            "name": "****"
          },
          "created_at": "4 days ago (2026-03-13T17:18:38.523Z)",
          "updated_at": "23 hours ago (2026-03-17T12:06:44.825Z)",
          "resolved": true
        }
      ],
      "individual_note": false
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    {
      "id": "ec804cf17a1de2b548ab4f9245fbc8ed5161ff87",
      "notes": [
        {
          "id": 3158626649,
          "body": "_⚠️ Potential issue_ | _🟠 Major_\n\n**Align state-transition rules with the decision matrix above.**\n\nLines 79-80 and Line 83 only describe verifier-driven behavior, but Lines 51-59 and Line 61 require combining both verifier and code-reviewer outputs. This inconsistency can produce incorrect transitions.\n\n\n<details>\n<summary>Suggested wording alignment</summary>\n\n```diff\n-| `<STATE_TRANSITION>submitting</STATE_TRANSITION>` | Verifier returned PASS — all ACs verified, no scope deviations |\n-| `<STATE_TRANSITION>implementing</STATE_TRANSITION>` | Verifier returned FAIL — any AC unmet, test failures, linter errors, or undeclared scope changes |\n+| `<STATE_TRANSITION>submitting</STATE_TRANSITION>` | Verifier returned `PASS` and code-reviewer returned `APPROVED` (or only P2 issues) |\n+| `<STATE_TRANSITION>implementing</STATE_TRANSITION>` | Verifier returned `FAIL`, or code-reviewer reported any P0/P1 issue |\n...\n-When emitting `implementing`, include the verifier's failure list verbatim so the next implement invocation knows what to address.\n+When emitting `implementing`, include failure lists from both agents verbatim so the next implement invocation knows what to address.\n```\n</details>\n\n<details>\n<summary>🤖 Prompt for AI Agents</summary>\n\n```\nVerify each finding against the current code and only fix it if needed.\n\nIn `@src/engine/plugin/skills/review/SKILL.md` around lines 79 - 83, The\nstate-transition descriptions for\n`<STATE_TRANSITION>submitting</STATE_TRANSITION>`,\n`<STATE_TRANSITION>implementing</STATE_TRANSITION>`, and\n`<STATE_TRANSITION>escalate</STATE_TRANSITION>` must be revised to follow the\ndecision matrix by combining both verifier and code-reviewer outputs (not\nverifier-only); update the SKILL.md wording so that the transition decision\nlogic referenced by `transition_run_state()` uses both verifier results and\ncode-reviewer signals, emit the verifier's failure list verbatim when producing\nthe `implementing` transition so the next implement step knows what to fix, and\nensure `escalate` explicitly triggers on combined security or\npublic-API/data-model failures from either reviewer or verifier.\n```\n\n</details>\n\n<!-- fingerprinting:phantom:triton:hawk -->\n\n<!-- This is an auto-generated comment by CodeRabbit -->\n\n✅ Addressed in commits 84b10cc to 421f623",
          "author": {
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            "name": "****"
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          "created_at": "4 days ago (2026-03-13T17:18:38.732Z)",
          "updated_at": "23 hours ago (2026-03-17T12:06:43.565Z)",
          "resolved": true
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    {
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      "notes": [
        {
          "id": 3158795615,
          "body": "added 1 commit\n\n<ul><li>2fc3728f - Pin ClaudeAgent manager to sonnet model by default</li></ul>\n\n[Compare with previous version](/raptortech1/aidevops/automaton/-/merge_requests/56/diffs?diff_id=1704967187&start_sha=e36c52ed65f72e2a6f5ac52612a8cbbadc800f57)",
          "author": {
            "id": 20557012,
            "username": "JoeCarter_cpoms",
            "name": "Joe Carter"
          },
          "created_at": "4 days ago (2026-03-13T18:31:52.144Z)",
          "updated_at": "4 days ago (2026-03-13T18:31:52.156Z)",
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    {
      "id": "0207b2f3fcaf37f74fa42042ca36d5be5ca47cc8",
      "notes": [
        {
          "id": 3158801042,
          "body": "changed the description",
          "author": {
            "id": 29192424,
            "username": "group_83799584_bot_f193fb438ea511aea4aa90390380ca6a",
            "name": "****"
          },
          "created_at": "4 days ago (2026-03-13T18:33:02.212Z)",
          "updated_at": "4 days ago (2026-03-13T18:33:02.218Z)",
          "resolved": false
        }
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    {
      "id": "2475146d00f18cfbe8e198abd74b8c99190a9023",
      "notes": [
        {
          "id": 3158803062,
          "body": "\n\n<details>\n<summary>🧹 Nitpick comments (1)</summary><blockquote>\n\n<details>\n<summary>src/engine/components/agent/agent/claude_sdk.py (1)</summary><blockquote>\n\n`174-174`: **Document the new `model` kwarg in `__init__` docstring.**\n\n`model` is now a supported option, but `Args -> **kwargs` doesn’t list it yet.\n\n\n\n<details>\n<summary>✏️ Suggested doc update</summary>\n\n```diff\n         Args:\n             cwd: Working directory for the agent.\n             system_prompt: Additional system prompt context.\n             mcp_servers: MCP server configs {name: {type, url}}.\n             **kwargs: Additional options:\n                 - permission_mode: PermissionMode enum or string.\n                 - agents: Subagent definitions.\n+                - model: Claude model alias (for example, \"sonnet\" or \"opus\").\n```\n</details>\n\n<details>\n<summary>🤖 Prompt for AI Agents</summary>\n\n```\nVerify each finding against the current code and only fix it if needed.\n\nIn `@src/engine/components/agent/agent/claude_sdk.py` at line 174, The __init__\ndocstring for the Claude SDK agent doesn't document the new \"model\" kwarg;\nupdate the __init__ docstring (the constructor for the class where self.model is\nset) to list \"model\" under the Args -> **kwargs section, describing its type\n(str), default (\"sonnet\"), and purpose (selecting the Claude model to use), so\nreaders know this new option is supported by the constructor.\n```\n\n</details>\n\n</blockquote></details>\n\n</blockquote></details>\n\n<details>\n<summary>🤖 Prompt for all review comments with AI agents</summary>\n\n```\nVerify each finding against the current code and only fix it if needed.\n\nNitpick comments:\nIn `@src/engine/components/agent/agent/claude_sdk.py`:\n- Line 174: The __init__ docstring for the Claude SDK agent doesn't document the\nnew \"model\" kwarg; update the __init__ docstring (the constructor for the class\nwhere self.model is set) to list \"model\" under the Args -> **kwargs section,\ndescribing its type (str), default (\"sonnet\"), and purpose (selecting the Claude\nmodel to use), so readers know this new option is supported by the constructor.\n```\n\n</details>\n\n---\n\n<details>\n<summary>ℹ️ Review info</summary>\n\n<details>\n<summary>⚙️ Run configuration</summary>\n\n**Configuration used**: Organization UI\n\n**Review profile**: CHILL\n\n**Plan**: Pro\n\n**Run ID**: `f720306a-898e-4230-857c-ba87ea6b3ec4`\n\n</details>\n\n<details>\n<summary>📥 Commits</summary>\n\nReviewing files that changed from the base of the PR and between e36c52ed65f72e2a6f5ac52612a8cbbadc800f57 and 2fc3728f0a4b0fce5830b36e9f484bd16bd384f7.\n\n</details>\n\n<details>\n<summary>📒 Files selected for processing (2)</summary>\n\n* `src/engine/components/agent/agent/claude_sdk.py`\n* `src/engine/components/agent/tests/test_claude_sdk.py`\n\n</details>\n\n</details>\n\n<!-- This is an auto-generated comment by CodeRabbit for review status -->",
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          "body": "added 1 commit\n\n<ul><li>f65f16a8 - Add BENCHMARK_MODE to skip existing Automaton Jira comments, MRs, and suffix branch/MR names</li></ul>\n\n[Compare with previous version](/raptortech1/aidevops/automaton/-/merge_requests/56/diffs?diff_id=1706509586&start_sha=2fc3728f0a4b0fce5830b36e9f484bd16bd384f7)",
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          "updated_at": "2 days ago (2026-03-16T10:57:56.507Z)",
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          "id": 3162354984,
          "body": "changed the description",
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            "name": "****"
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          "created_at": "2 days ago (2026-03-16T10:59:51.860Z)",
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        {
          "id": 3162371483,
          "body": "added 1 commit\n\n<ul><li>84b10cc2 - Default benchmark mode to on for manual runs</li></ul>\n\n[Compare with previous version](/raptortech1/aidevops/automaton/-/merge_requests/56/diffs?diff_id=1706522419&start_sha=f65f16a8cb6e13e14404b2d7c88f7036b66b74cf)",
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          "updated_at": "2 days ago (2026-03-16T11:04:21.750Z)",
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      "notes": [
        {
          "id": 3162378717,
          "body": "**Actionable comments posted: 1**\n\n> 🔥 **CAUTION**\n> Some comments are outside the diff and can’t be posted inline due to platform limitations.\n> \n> \n> \n> <details>\n> <summary>⚠️ Outside diff range comments (1)</summary><blockquote>\n> \n> <details>\n> <summary>src/engine/manual.py (1)</summary><blockquote>\n> \n> `169-177`: _⚠️ Potential issue_ | _🔴 Critical_\n> \n> **Set `AUTOMATON_DRY_RUN` here as well.**\n> \n> Line 170 still writes `DRY_RUN`, but `EngineConfig.from_env()` only reads `AUTOMATON_DRY_RUN`. With `--dry-run`, config-driven tools like `create_draft_mr()` stay in live mode, so a command that advertises “analysis only, no MR creation” can still push branches or open MRs.\n> \n> <details>\n> <summary>Suggested fix</summary>\n> \n> ```diff\n>      if dry_run:\n> -        os.environ[\"DRY_RUN\"] = \"1\"\n> +        os.environ[\"AUTOMATON_DRY_RUN\"] = \"1\"\n> +        os.environ[\"DRY_RUN\"] = \"1\"\n>      else:\n> +        os.environ.pop(\"AUTOMATON_DRY_RUN\", None)\n>          os.environ.pop(\"DRY_RUN\", None)\n> ```\n> </details>\n> \n> <details>\n> <summary>🤖 Prompt for AI Agents</summary>\n> \n> ```\n> Verify each finding against the current code and only fix it if needed.\n> \n> In `@src/engine/manual.py` around lines 169 - 177, The code currently sets DRY_RUN\n> but EngineConfig.from_env() reads AUTOMATON_DRY_RUN, so when dry_run is true you\n> must also set os.environ[\"AUTOMATON_DRY_RUN\"] = \"1\" (and pop it when false)\n> alongside the existing DRY_RUN handling; update the dry_run branch in manual.py\n> to set/pop AUTOMATON_DRY_RUN so config-driven paths like create_draft_mr() and\n> EngineConfig.from_env() honor the --dry-run flag (no other behavior changes).\n> ```\n> \n> </details>\n> \n> </blockquote></details>\n> \n> </blockquote></details>\n\n<details>\n<summary>🤖 Prompt for all review comments with AI agents</summary>\n\n```\nVerify each finding against the current code and only fix it if needed.\n\nInline comments:\nIn `@src/engine/components/mcp/tests/unit/test_create_mr.py`:\n- Around line 630-676: The test currently asserts against the hard-coded mocked\nPOST response instead of the actual HTTP request payload; update\ntest_benchmark_mode_title_has_random_suffix to capture the JSON body sent to the\nPOST created by pook (the POST to\nf\"{GITLAB_API_URL}/projects/{encoded_path}/merge_requests\") and assert the\nrequest_json[\"title\"] contains the 4-digit suffix (use the existing monkeypatch\non tools.create_mr.random.randint to force 4242), then keep returning the mocked\n201 response; reference create_draft_mr and the pook.post stub to locate where\nto attach the request-capture and change the final assertion to inspect the\ncaptured request JSON title rather than the mocked response.\n\n---\n\nOutside diff comments:\nIn `@src/engine/manual.py`:\n- Around line 169-177: The code currently sets DRY_RUN but\nEngineConfig.from_env() reads AUTOMATON_DRY_RUN, so when dry_run is true you\nmust also set os.environ[\"AUTOMATON_DRY_RUN\"] = \"1\" (and pop it when false)\nalongside the existing DRY_RUN handling; update the dry_run branch in manual.py\nto set/pop AUTOMATON_DRY_RUN so config-driven paths like create_draft_mr() and\nEngineConfig.from_env() honor the --dry-run flag (no other behavior changes).\n```\n\n</details>\n\n---\n\n<details>\n<summary>ℹ️ Review info</summary>\n\n<details>\n<summary>⚙️ Run configuration</summary>\n\n**Configuration used**: Organization UI\n\n**Review profile**: CHILL\n\n**Plan**: Pro\n\n**Run ID**: `3e8f2b65-f654-4703-be91-f486763be574`\n\n</details>\n\n<details>\n<summary>📥 Commits</summary>\n\nReviewing files that changed from the base of the PR and between 2fc3728f0a4b0fce5830b36e9f484bd16bd384f7 and f65f16a8cb6e13e14404b2d7c88f7036b66b74cf.\n\n</details>\n\n<details>\n<summary>📒 Files selected for processing (8)</summary>\n\n* `src/engine/components/mcp/tests/unit/test_config.py`\n* `src/engine/components/mcp/tests/unit/test_create_mr.py`\n* `src/engine/components/mcp/tools/config.py`\n* `src/engine/components/mcp/tools/create_mr.py`\n* `src/engine/components/mcp/tools/push_branch.py`\n* `src/engine/components/mcp/tools/submit_results.py`\n* `src/engine/main.py`\n* `src/engine/manual.py`\n\n</details>\n\n</details>\n\n<!-- This is an auto-generated comment by CodeRabbit for review status -->",
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        {
          "id": 3162378775,
          "body": "_⚠️ Potential issue_ | _🟡 Minor_\n\n**Assert the outbound title, not the mocked response.**\n\nLines 649-662 hard-code a response title ending in `-4242`, but the test never inspects the POST payload. `create_draft_mr()` could stop appending the random suffix and this would still pass as long as the mocked response stays the same. Capture the request JSON and assert on `title` directly.\n\n<details>\n<summary>🤖 Prompt for AI Agents</summary>\n\n```\nVerify each finding against the current code and only fix it if needed.\n\nIn `@src/engine/components/mcp/tests/unit/test_create_mr.py` around lines 630 -\n676, The test currently asserts against the hard-coded mocked POST response\ninstead of the actual HTTP request payload; update\ntest_benchmark_mode_title_has_random_suffix to capture the JSON body sent to the\nPOST created by pook (the POST to\nf\"{GITLAB_API_URL}/projects/{encoded_path}/merge_requests\") and assert the\nrequest_json[\"title\"] contains the 4-digit suffix (use the existing monkeypatch\non tools.create_mr.random.randint to force 4242), then keep returning the mocked\n201 response; reference create_draft_mr and the pook.post stub to locate where\nto attach the request-capture and change the final assertion to inspect the\ncaptured request JSON title rather than the mocked response.\n```\n\n</details>\n\n<!-- fingerprinting:phantom:medusa:grasshopper -->\n\n<!-- This is an auto-generated comment by CodeRabbit -->\n\n✅ Addressed in commits 84b10cc to bc94ad5",
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          "body": "added 1 commit\n\n<ul><li>14b45227 - Improve prompting: session root paths, test/lint rules, MR context comment</li></ul>\n\n[Compare with previous version](/raptortech1/aidevops/automaton/-/merge_requests/56/diffs?diff_id=1707281909&start_sha=84b10cc249036216dccc5d24a3de02c350325565)",
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          "body": "added 1 commit\n\n<ul><li>421f623b - Address CodeRabbit review findings and fix MR title duplication</li></ul>\n\n[Compare with previous version](/raptortech1/aidevops/automaton/-/merge_requests/56/diffs?diff_id=1708595271&start_sha=14b45227fd6b7db210e7e167ed84411f1b7d2de3)",
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          "body": "added 1 commit\n\n<ul><li>bc94ad5f - Address CodeRabbit review: fix spelling consistency and assert outbound MR title</li></ul>\n\n[Compare with previous version](/raptortech1/aidevops/automaton/-/merge_requests/56/diffs?diff_id=1708719402&start_sha=421f623b210b7f7a29975a573c5dad9be0bf65f7)",
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          "body": "added 1 commit\n\n<ul><li>e1108eaf - Address CodeRabbit review: fix spelling consistency and assert outbound MR title</li></ul>\n\n[Compare with previous version](/raptortech1/aidevops/automaton/-/merge_requests/56/diffs?diff_id=1708823027&start_sha=bc94ad5f97279035f0d96fa454965194b453d711)",
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          "body": "added 4 commits\n\n<ul><li>907bdc09 - Add executor, architect, code-reviewer agents; wire into plan/implement/review phases</li><li>f3dc01d1 - Add BENCHMARK_MODE to skip existing Automaton Jira comments, MRs, and suffix branch/MR names</li><li>2a01440f - Improve prompting: session root paths, test/lint rules, MR context comment</li><li>7ab90916 - Improve review cycling, test timeouts, and run hygiene</li></ul>\n\n[Compare with previous version](/raptortech1/aidevops/automaton/-/merge_requests/56/diffs?diff_id=1709137862&start_sha=e1108eafcc0df02afaa440de3922217dfedfbc62)",
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        {
          "id": 3167306280,
          "body": "added 1 commit\n\n<ul><li>be6e777e - Improve review cycling, test timeouts, and run hygiene</li></ul>\n\n[Compare with previous version](/raptortech1/aidevops/automaton/-/merge_requests/56/diffs?diff_id=1709152295&start_sha=7ab909164b4d57bc722b9b7c8df7a5e49926706b)",
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          "body": "added 1 commit\n\n<ul><li>adf509c6 - Pass ticket_id to AgentPool so session dir and CLAUDE.md are named correctly</li></ul>\n\n[Compare with previous version](/raptortech1/aidevops/automaton/-/merge_requests/56/diffs?diff_id=1709237355&start_sha=3243851f87aa53d2a9dba9d8863a02f9109b1478)",
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          "body": "@group_83799584_bot_f193fb438ea511aea4aa90390380ca6a resume",
          "author": {
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          "created_at": "1 hour ago (2026-03-18T09:51:58.694Z)",
          "updated_at": "1 hour ago (2026-03-18T09:52:59.766Z)",
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        {
          "id": 3169802000,
          "body": "<!-- This is an auto-generated reply by CodeRabbit -->\n<details>\n<summary>✅ Actions performed</summary>\n\nReviews resumed.\n\n</details>",
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          "body": "changed the description",
          "author": {
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            "username": "group_83799584_bot_f193fb438ea511aea4aa90390380ca6a",
            "name": "****"
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        {
          "id": 3169858392,
          "body": "**Actionable comments posted: 10**\n\n<details>\n<summary>♻️ Duplicate comments (1)</summary><blockquote>\n\n<details>\n<summary>src/engine/plugin/skills/review/SKILL.md (1)</summary><blockquote>\n\n`96-110`: _⚠️ Potential issue_ | _🟠 Major_\n\n**Keep the later transition docs aligned with the decision matrix.**\n\nLines 70-74 allow `submitting` when the code-reviewer reports only P2 issues, but Lines 96-110 still describe success as `APPROVED`-only and the `implementing` handoff as verifier-only. That gives the agent two different policies and drops reviewer findings from the retry message.\n \n\n<details>\n<summary>Suggested wording</summary>\n\n```diff\n-| `<STATE_TRANSITION>submitting</STATE_TRANSITION>` | Verifier returned PASS and code-reviewer returned APPROVED — all ACs verified, no scope deviations |\n+| `<STATE_TRANSITION>submitting</STATE_TRANSITION>` | Verifier returned PASS and code-reviewer returned APPROVED, or only P2 issues were reported — all ACs verified and no blocking findings |\n | `<STATE_TRANSITION>implementing</STATE_TRANSITION>` | Verifier returned FAIL or code-reviewer returned ISSUES (P0/P1) — any AC unmet, test failures, linter errors, undeclared scope changes, or blocking findings |\n | `<STATE_TRANSITION>escalate</STATE_TRANSITION>` | Security issue found, plan is fundamentally wrong, change would break public API or data model (after calling `transition_run_state()`) |\n\n-When emitting `implementing`, include the verifier's failure list verbatim so the next implement invocation knows what to address.\n+When emitting `implementing`, include failure lists from both agents verbatim so the next implement invocation knows what to address.\n\n-- [ ] Verifier returned PASS and code-reviewer returned APPROVED (or `implementing` / `escalate` signalled for failures)\n+- [ ] Verifier returned PASS and code-reviewer returned APPROVED, or only P2 issues were present (otherwise `implementing` / `escalate` signalled)\n```\n</details>\n\n<details>\n<summary>🤖 Prompt for AI Agents</summary>\n\n```\nVerify each finding against the current code and only fix it if needed.\n\nIn `@src/engine/plugin/skills/review/SKILL.md` around lines 96 - 110, Update the\ntransition docs so they match the decision matrix: change the\n`<STATE_TRANSITION>submitting</STATE_TRANSITION>` description to allow the\ncode-reviewer to report either APPROVED or only P2 issues (per lines 70-74), and\nupdate the `<STATE_TRANSITION>implementing</STATE_TRANSITION>` description to\nstate it is triggered when the verifier returns FAIL or the code-reviewer\nreturns ISSUES (P0/P1) and to instruct emitting the verifier failure list plus\nthe code-reviewer findings verbatim so the next implement invocation knows what\nto address; ensure the `<STATE_TRANSITION>escalate</STATE_TRANSITION>` text and\nthe Acceptance Criteria entries referencing `automaton:verifier` and\n`automaton:code-reviewer` are consistent with these same verdict rules.\n```\n\n</details>\n\n</blockquote></details>\n\n</blockquote></details>\n\n<details>\n<summary>🧹 Nitpick comments (4)</summary><blockquote>\n\n<details>\n<summary>src/backend/tests/api/routes/test_project_config.py (1)</summary><blockquote>\n\n`348-366`: **Make `repos` explicit in setup for this assertion.**\n\nLine 365 currently depends on `create_test_project`’s implicit default repo. Passing `repos` explicitly in this test will make intent clearer and reduce helper-coupling.\n\n\n<details>\n<summary>✏️ Suggested adjustment</summary>\n\n```diff\n-        create_test_project(db, \"proj-1\", \"Project 1\")\n+        create_test_project(\n+            db,\n+            \"proj-1\",\n+            \"Project 1\",\n+            repos=[\"https://gitlab.com/test/repo\"],\n+        )\n```\n</details>\n\n<details>\n<summary>🤖 Prompt for AI Agents</summary>\n\n```\nVerify each finding against the current code and only fix it if needed.\n\nIn `@src/backend/tests/api/routes/test_project_config.py` around lines 348 - 366,\nThe test test_set_valid_agent_config relies on an implicit default repo from\ncreate_test_project; update the test to pass repos explicitly when creating the\nproject (e.g., provide repos=[\"https://gitlab.com/test/repo\"]) so the assertion\ndata[\"repos\"] == [\"https://gitlab.com/test/repo\"] is not dependent on helper\ninternals; modify the create_test_project invocation in this test to include the\nrepos argument rather than relying on its default.\n```\n\n</details>\n\n</blockquote></details>\n<details>\n<summary>src/backend/app/api/routes/runs.py (1)</summary><blockquote>\n\n`57-63`: **Use configured API prefix in the error hint to avoid drift.**\n\nLine 62 hardcodes `/api/v1`; consider deriving it from `settings.API_V1_STR` for consistency.\n\n\n<details>\n<summary>♻️ Small refactor</summary>\n\n```diff\n         raise HTTPException(\n             status_code=422,\n             detail=f\"Project '{body.project_id}' not found. \"\n-            \"Create it first via POST /api/v1/projects/\",\n+            f\"Create it first via POST {settings.API_V1_STR}/projects/\",\n         )\n```\n</details>\n\n<details>\n<summary>🤖 Prompt for AI Agents</summary>\n\n```\nVerify each finding against the current code and only fix it if needed.\n\nIn `@src/backend/app/api/routes/runs.py` around lines 57 - 63, The error message\nin the project existence check (ProjectRepository -> project_repo.get) hardcodes\n\"/api/v1\" in the hint; update the HTTPException detail to use the configured API\nprefix (settings.API_V1_STR) so the message stays accurate (e.g. \"Create it\nfirst via POST {settings.API_V1_STR}/projects/\"); ensure settings is imported in\nruns.py if not already and keep the rest of the HTTPException intact.\n```\n\n</details>\n\n</blockquote></details>\n<details>\n<summary>src/backend/tests/utils/metrics.py (1)</summary><blockquote>\n\n`21-33`: **Consider removing implicit repo default from the helper.**\n\nThe new `repos` parameter is useful, but Line 32’s hardcoded fallback can mask tests that should exercise empty/default repo behavior. Prefer explicit `repos` at call sites (or align helper default to `[]`).\n\n<details>\n<summary>🤖 Prompt for AI Agents</summary>\n\n```\nVerify each finding against the current code and only fix it if needed.\n\nIn `@src/backend/tests/utils/metrics.py` around lines 21 - 33, The helper\ncreate_test_project currently injects a hardcoded repo when repos is None which\ncan mask tests; change the fallback so it does not provide that implicit\nURL—either set the function default to an explicit empty list or, keeping the\nsignature repos: list[str] | None = None, replace the Project(..., repos=...)\nexpression with repos if repos is not None else [] so tests get an empty repo\nlist unless callers explicitly pass repos; update the Project instantiation in\ncreate_test_project accordingly.\n```\n\n</details>\n\n</blockquote></details>\n<details>\n<summary>src/engine/components/mcp/tools/create_mr.py (1)</summary><blockquote>\n\n`27-59`: **Consider adding support for SSH remote URLs to improve robustness.**\n\nThe `_project_path_from_remote` helper only parses HTTPS URLs (checking for `_GITLAB_BASE = \"https://gitlab.com/\"`). SSH remotes like `git@gitlab.com:group/repo.git` would fail the URL check and return `None`. While verification found no SSH URLs currently in use in the codebase, adding support would make the function more resilient if SSH clones are introduced in the future.\n\n<details>\n<summary>🤖 Prompt for AI Agents</summary>\n\n```\nVerify each finding against the current code and only fix it if needed.\n\nIn `@src/engine/components/mcp/tools/create_mr.py` around lines 27 - 59, _update\n_project_path_from_remote to also detect and parse SSH-style remotes (e.g.\n\"git@gitlab.com:group/repo.git\") in addition to HTTPS by checking for the \"git@\"\nprefix and extracting the path after the \":\" (removing a trailing \".git\" and any\nleading/trailing slashes), so that when url does not contain _GITLAB_BASE you\nstill handle SSH forms; keep existing HTTPS logic (checking _GITLAB_BASE) and\nreturn the same path string or None as before.\n```\n\n</details>\n\n</blockquote></details>\n\n</blockquote></details>\n\n<details>\n<summary>🤖 Prompt for all review comments with AI agents</summary>\n\n```\nVerify each finding against the current code and only fix it if needed.\n\nInline comments:\nIn `@src/engine/components/agent/agent/claude_sdk.py`:\n- Around line 175-177: Constructor-provided session_id is never used because\nstart() falls back to resume or \"default\"; update the start() logic to prefer\nthe stored self._last_session_id when resume is not provided (i.e., use resume\nor self._last_session_id or \"default\") so that the constructor-set\nself._last_session_id is honored for persistent queries; adjust any assignment\nto self._last_session_id in start()/resume flow so it remains consistent.\n\nIn `@src/engine/components/mcp/tests/unit/test_push_branch.py`:\n- Around line 193-197: The unit test's ls-remote mock in test_push_branch.py\nhides the bug where a clean checkout on the default branch (\"main\") is treated\nas \"already pushed\"; update the mocks for the git invocation used by\npush_branch() so that git ls-remote --heads origin main returns a realistic\nremote default-branch response (e.g., a non-empty ref for main) rather than an\nempty string, and restrict the \"already pushed / resume\" shortcut in\npush_branch() to only match automaton/* branch names (leave automaton/* behavior\nunchanged but ensure main goes through the normal push logic); locate the git\nls-remote mock entries in test_push_branch.py and the push_branch()\nimplementation to adjust the condition that checks branch names so it explicitly\ntests for automaton/ prefix before short-circuiting.\n\nIn `@src/engine/components/mcp/tools/clone_repo.py`:\n- Around line 136-141: The current extraction of repo_dir_name from gitlab_path\n(derived from repo_name) can yield unsafe values like \".\" or \"..\" and allow path\ntraversal via clone_path = workdir / repo_dir_name; update the logic in the\nfunction handling repo_name/gitlab_path to validate and sanitize repo_dir_name:\nafter trimming and splitting, ensure repo_dir_name is non-empty and not \".\" or\n\"..\", restrict it to an allowed safe pattern (e.g., alphanumeric, dashes,\nunderscores) or otherwise reject/raise an error, and only then join with workdir\nto form clone_path; reference the variables gitlab_path, repo_dir_name,\nclone_path and the input repo_name when implementing the checks.\n\nIn `@src/engine/manual.py`:\n- Around line 207-215: The session-root resolution hardcodes\n\"/tmp/automaton-sessions\" and only checks existence; change the logic around the\nsession and session_path variables to (1) use a secure temp directory instead of\na hardcoded path (e.g., use tempfile.gettempdir() combined with\n\"automaton-sessions\") and construct Path(tempdir)/session, (2) call\nsession_path.resolve() to normalize/avoid traversal, (3) validate that\nsession_path.exists() and session_path.is_dir() (fail if missing or not a\ndirectory), and (4) include explicit error messaging on invalid type; update the\ncode that currently references session and session_path to use these checks (use\nPath.resolve, tempfile.gettempdir, and Path.is_dir).\n\nIn `@src/engine/plugin/skills/implement/SKILL.md`:\n- Around line 68-72: Update the SKILL.md ordering and spacing: renumber the\nheadings so steps progress sequentially (change \"### 6. Lint and format\" to \"###\n5. Lint and format\" and adjust subsequent step numbers in the section 72-89\naccordingly) and fix the missing space in the sentence \"fixed.Running\" to\n\"fixed. Running\" under the \"### 4. Run relevant tests only\" paragraph; ensure\nall step headings and any references to those step numbers in the same file are\nconsistently updated.\n\nIn `@src/engine/plugin/skills/review/SKILL.md`:\n- Around line 21-23: Update references to `.automaton` artefacts to use the\nsession-root anchored paths instead of relative CWD paths: replace occurrences\nreading `.automaton/acs.md`, `.automaton/plan.md`, and\n`.automaton/internal_review.md` with constructs that join the session root\n(e.g., sessionRoot + '/.automaton/…' or the project's path-join helper) so\nreads/writes always target the handoff directory; also update the verifier\nprompt text and any code that \"advertises a repo path\" to mention the\nsession-root path and pass the session-root–anchored AC/plan paths (not relative\npaths) so the verifier and subagents use the correct files regardless of CWD\ndrift.\n- Around line 66-76: Reorder the decision table so the escalation rule (row with\n`<STATE_TRANSITION>escalate</STATE_TRANSITION>` for \"security issue, API\ncontract break, or data model change not in plan\") appears before any\n`implementing` or `submitting` rows, and update surrounding text to clearly\nstate evaluation is top-down with escalation taking absolute priority; ensure\nthe table entries and the sentence \"When signalling `implementing`, include the\nfailure list...\" remain unchanged except for the new row order so that\n`<STATE_TRANSITION>escalate</STATE_TRANSITION>` cannot be shadowed by earlier\nverifier or reviewer failure rows.\n\nIn `@src/engine/plugin/skills/submit/SKILL.md`:\n- Line 2: Update the SKILL.md submit phase description to remove \"no transition\nneeded\" and explicitly state that submit_results() must produce a terminal\n<STATE_TRANSITION>; change the wording around lines referenced (the submit\nsection and the block covering lines ~137-149) so it requires a terminal\nSTATE_TRANSITION payload consistent with the retry behavior in main.py, ensuring\nthe documentation mentions submit_results() creates the draft MR and emits the\nterminal transition that src/engine/main.py waits for.\n- Around line 88-124: The current flow only posts notes to merge_requests[0];\niterate over the full merge_requests list returned by submit_results() and for\neach item extract mr_iid and gitlab_project_id and perform steps 4 and 5. For\neach MR read the three artefacts from {session_root}/.automaton/ticket.md,\nacs.md, and plan.md, build the single collapsible-note body (Ticket / Acceptance\nCriteria / Plan) and call\ngl_create_merge_request_note(project_id=gitlab_project_id, mr_iid=mr_iid,\nbody=...); then call gl_create_merge_request_note again with the review trigger\nbody \"@group_83799584_bot_f193fb438ea511aea4aa90390380ca6a review\". Ensure you\nreference the per-MR variables mr_iid and gitlab_project_id (not\nmerge_requests[0]) so every created MR receives both notes.\n\nIn `@src/engine/tests/test_main.py`:\n- Around line 410-412: The test relies on the AGENT env var being absent but\ndoesn't guarantee it; before invoking the code under test (the assertion on\nmock_pool_cls.assert_called_once_with with agent_name=\"claude\"), explicitly\nremove or clear AGENT from the environment (e.g., call os.environ.pop(\"AGENT\",\nNone) or use pytest's monkeypatch.delenv(\"AGENT\", raising=False)) so the\ndefault-to-claude branch runs deterministically; then run the code and assert\nmock_pool_cls.assert_called_once_with(agent_name=\"claude\", agent_config={},\nticket_id=\"AI-1\").\n\n---\n\nDuplicate comments:\nIn `@src/engine/plugin/skills/review/SKILL.md`:\n- Around line 96-110: Update the transition docs so they match the decision\nmatrix: change the `<STATE_TRANSITION>submitting</STATE_TRANSITION>` description\nto allow the code-reviewer to report either APPROVED or only P2 issues (per\nlines 70-74), and update the `<STATE_TRANSITION>implementing</STATE_TRANSITION>`\ndescription to state it is triggered when the verifier returns FAIL or the\ncode-reviewer returns ISSUES (P0/P1) and to instruct emitting the verifier\nfailure list plus the code-reviewer findings verbatim so the next implement\ninvocation knows what to address; ensure the\n`<STATE_TRANSITION>escalate</STATE_TRANSITION>` text and the Acceptance Criteria\nentries referencing `automaton:verifier` and `automaton:code-reviewer` are\nconsistent with these same verdict rules.\n\n---\n\nNitpick comments:\nIn `@src/backend/app/api/routes/runs.py`:\n- Around line 57-63: The error message in the project existence check\n(ProjectRepository -> project_repo.get) hardcodes \"/api/v1\" in the hint; update\nthe HTTPException detail to use the configured API prefix (settings.API_V1_STR)\nso the message stays accurate (e.g. \"Create it first via POST\n{settings.API_V1_STR}/projects/\"); ensure settings is imported in runs.py if not\nalready and keep the rest of the HTTPException intact.\n\nIn `@src/backend/tests/api/routes/test_project_config.py`:\n- Around line 348-366: The test test_set_valid_agent_config relies on an\nimplicit default repo from create_test_project; update the test to pass repos\nexplicitly when creating the project (e.g., provide\nrepos=[\"https://gitlab.com/test/repo\"]) so the assertion data[\"repos\"] ==\n[\"https://gitlab.com/test/repo\"] is not dependent on helper internals; modify\nthe create_test_project invocation in this test to include the repos argument\nrather than relying on its default.\n\nIn `@src/backend/tests/utils/metrics.py`:\n- Around line 21-33: The helper create_test_project currently injects a\nhardcoded repo when repos is None which can mask tests; change the fallback so\nit does not provide that implicit URL—either set the function default to an\nexplicit empty list or, keeping the signature repos: list[str] | None = None,\nreplace the Project(..., repos=...) expression with repos if repos is not None\nelse [] so tests get an empty repo list unless callers explicitly pass repos;\nupdate the Project instantiation in create_test_project accordingly.\n\nIn `@src/engine/components/mcp/tools/create_mr.py`:\n- Around line 27-59: _update _project_path_from_remote to also detect and parse\nSSH-style remotes (e.g. \"git@gitlab.com:group/repo.git\") in addition to HTTPS by\nchecking for the \"git@\" prefix and extracting the path after the \":\" (removing a\ntrailing \".git\" and any leading/trailing slashes), so that when url does not\ncontain _GITLAB_BASE you still handle SSH forms; keep existing HTTPS logic\n(checking _GITLAB_BASE) and return the same path string or None as before.\n```\n\n</details>\n\n---\n\n<details>\n<summary>ℹ️ Review info</summary>\n\n<details>\n<summary>⚙️ Run configuration</summary>\n\n**Configuration used**: Organization UI\n\n**Review profile**: CHILL\n\n**Plan**: Pro\n\n**Run ID**: `414f7c9e-391b-4ed3-8ed9-9af76670713e`\n\n</details>\n\n<details>\n<summary>📥 Commits</summary>\n\nReviewing files that changed from the base of the PR and between f65f16a8cb6e13e14404b2d7c88f7036b66b74cf and c2b31dbfbce9bf02401b5a2f3f564ab958428d65.\n\n</details>\n\n<details>\n<summary>⛔ Files ignored due to path filters (1)</summary>\n\n* `uv.lock` is excluded by `!**/*.lock`\n\n</details>\n\n<details>\n<summary>📒 Files selected for processing (32)</summary>\n\n* `deploy/automaton/values-local.yaml`\n* `src/backend/app/api/routes/runs.py`\n* `src/backend/app/models_metrics.py`\n* `src/backend/app/repositories.py`\n* `src/backend/tests/api/routes/test_project_config.py`\n* `src/backend/tests/api/routes/test_runs.py`\n* `src/backend/tests/utils/metrics.py`\n* `src/engine/components/agent/agent/claude_sdk.py`\n* `src/engine/components/agentpool/agentpool/pool.py`\n* `src/engine/components/agentpool/agentpool/prompts/manager.md`\n* `src/engine/components/mcp/tests/unit/test_clone_repo.py`\n* `src/engine/components/mcp/tests/unit/test_create_mr.py`\n* `src/engine/components/mcp/tests/unit/test_dry_run.py`\n* `src/engine/components/mcp/tests/unit/test_push_branch.py`\n* `src/engine/components/mcp/tools/clone_repo.py`\n* `src/engine/components/mcp/tools/create_mr.py`\n* `src/engine/components/mcp/tools/push_branch.py`\n* `src/engine/components/mcp/tools/submit_results.py`\n* `src/engine/main.py`\n* `src/engine/manual.py`\n* `src/engine/plugin/agents/executor.md`\n* `src/engine/plugin/agents/explore.md`\n* `src/engine/plugin/skills/implement/SKILL.md`\n* `src/engine/plugin/skills/initialise/SKILL.md`\n* `src/engine/plugin/skills/plan/SKILL.md`\n* `src/engine/plugin/skills/review/SKILL.md`\n* `src/engine/plugin/skills/submit/SKILL.md`\n* `src/engine/session-template/CLAUDE.md.j2`\n* `src/engine/tests/test_agent_config.py`\n* `src/engine/tests/test_main.py`\n* `src/operator/main.py`\n* `src/operator/tests/test_fetch_pod_config.py`\n\n</details>\n\n</details>\n\n<!-- This is an auto-generated comment by CodeRabbit for review status -->",
          "author": {
            "id": 29192424,
            "username": "group_83799584_bot_f193fb438ea511aea4aa90390380ca6a",
            "name": "****"
          },
          "created_at": "1 hour ago (2026-03-18T10:07:57.506Z)",
          "updated_at": "1 hour ago (2026-03-18T10:08:38.314Z)",
          "resolved": false
        },
        {
          "id": 3169860975,
          "body": "<!-- This is an auto-generated reply by CodeRabbit -->\n> 💡 **TIP**\n> For best results, initiate chat on the files or code changes.\n\n`@JoeCarter_cpoms` The review has been posted above. Here's a quick summary of the key findings:\n\n**🔴 Actionable items (10 total):**\n\n| Severity | File | Issue |\n|---|---|---|\n| Major | `src/engine/components/agent/agent/claude_sdk.py` | Constructor-provided `session_id` is stored but never used — `start()` always ignores it |\n| Major | `src/engine/components/mcp/tools/clone_repo.py` | Path traversal risk — `repo_dir_name` from `repo_name` is not sanitised (could be `..`) |\n| Major | `src/engine/manual.py` | Session root hardcodes `/tmp/automaton-sessions` and skips `is_dir()` check |\n| Major | `src/engine/plugin/skills/submit/SKILL.md` | Submit phase says \"no transition needed\" but `main.py` waits for a terminal `STATE_TRANSITION`; also only posts notes to `merge_requests[0]` |\n| Major | `src/engine/components/mcp/tests/unit/test_push_branch.py` | `ls-remote` mock returns empty string for `main`, hiding a bug where a clean default-branch checkout is mistakenly treated as \"already pushed\" |\n| Minor | `src/engine/plugin/skills/implement/SKILL.md` | Step numbering skips 5 (goes 4→6); missing space \"fixed.Running\" |\n| Minor | `src/engine/plugin/skills/review/SKILL.md` | Transition table `escalate` row should be listed first (evaluated top-down); `.automaton/` paths are CWD-relative, should be session-root-anchored |\n| Minor | `src/engine/tests/test_main.py` | `AGENT` env var not cleared before testing the default-to-`claude` branch |\n\n**🟡 Nitpicks (4):**\n- `runs.py` — hardcoded `/api/v1` in error hint; use `settings.API_V1_STR`\n- `test_project_config.py` — implicit repo default in assertion test; pass `repos=` explicitly\n- `metrics.py` — hardcoded fallback repo URL can mask empty-repo tests\n- `create_mr.py` — `_project_path_from_remote` only handles HTTPS, not SSH remotes (`git@gitlab.com:…`)\n\nThe duplicate comment on `review/SKILL.md` lines 96-110 (transition docs misaligned with the decision matrix) is also worth addressing alongside the other `SKILL.md` fixes.",
          "author": {
            "id": 29192424,
            "username": "group_83799584_bot_f193fb438ea511aea4aa90390380ca6a",
            "name": "****"
          },
          "created_at": "1 hour ago (2026-03-18T10:08:38.247Z)",
          "updated_at": "1 hour ago (2026-03-18T10:08:38.247Z)",
          "resolved": false
        }
      ],
      "individual_note": false
    },
    {
      "id": "543ba071a68a6989b495687828326309e92e9ba8",
      "notes": [
        {
          "id": 3169858590,
          "body": "_⚠️ Potential issue_ | _🟠 Major_\n\n**Constructor-provided `session_id` is dropped in persistent mode.**\n\n`self._last_session_id` is set at Line 177, but persistent queries use `resume or \"default\"` (Line 328), so resumes fail when `start()` is used without explicit `resume`.\n\n\n<details>\n<summary>Suggested fix</summary>\n\n```diff\n@@\n         Args:\n             cwd: Working directory for the agent.\n             system_prompt: Additional system prompt context.\n             mcp_servers: MCP server configs {name: {type, url}}.\n             **kwargs: Additional options:\n                 - permission_mode: PermissionMode enum or string.\n                 - agents: Subagent definitions.\n                 - model: Model identifier string (e.g. \"claude-sonnet-4-6\").\n+                - session_id: Existing Claude session id to resume by default.\n@@\n-        session_id = resume or \"default\"\n+        session_id = resume or self._last_session_id or \"default\"\n         await self._client.query(prompt, session_id=session_id)\n```\n</details>\n\n<details>\n<summary>🤖 Prompt for AI Agents</summary>\n\n```\nVerify each finding against the current code and only fix it if needed.\n\nIn `@src/engine/components/agent/agent/claude_sdk.py` around lines 175 - 177,\nConstructor-provided session_id is never used because start() falls back to\nresume or \"default\"; update the start() logic to prefer the stored\nself._last_session_id when resume is not provided (i.e., use resume or\nself._last_session_id or \"default\") so that the constructor-set\nself._last_session_id is honored for persistent queries; adjust any assignment\nto self._last_session_id in start()/resume flow so it remains consistent.\n```\n\n</details>\n\n<!-- fingerprinting:phantom:medusa:hawk -->\n\n<!-- This is an auto-generated comment by CodeRabbit -->\n\n✅ Addressed in commit 0067077",
          "author": {
            "id": 29192424,
            "username": "group_83799584_bot_f193fb438ea511aea4aa90390380ca6a",
            "name": "****"
          },
          "created_at": "1 hour ago (2026-03-18T10:08:01.683Z)",
          "updated_at": "38 minutes ago (2026-03-18T11:01:24.164Z)",
          "resolved": true
        }
      ],
      "individual_note": false
    },
    {
      "id": "52cf84b385352abdd72746c1a11f81d4ac1213d3",
      "notes": [
        {
          "id": 3169858607,
          "body": "_⚠️ Potential issue_ | _🟠 Major_\n\n**This mock hides the clean-`main` regression.**\n\n`git ls-remote --heads origin main` will normally return the remote default branch, so the current `push_branch()` logic treats a clean checkout on `main` as “already pushed”. By stubbing an empty response here, the test passes while missing the real failure mode: a no-op run on the default branch taking the resume path. Please constrain that shortcut to `automaton/*` branches and add a realistic `main` case.\n\n\n\nAlso applies to: 213-238\n\n<details>\n<summary>🤖 Prompt for AI Agents</summary>\n\n```\nVerify each finding against the current code and only fix it if needed.\n\nIn `@src/engine/components/mcp/tests/unit/test_push_branch.py` around lines 193 -\n197, The unit test's ls-remote mock in test_push_branch.py hides the bug where a\nclean checkout on the default branch (\"main\") is treated as \"already pushed\";\nupdate the mocks for the git invocation used by push_branch() so that git\nls-remote --heads origin main returns a realistic remote default-branch response\n(e.g., a non-empty ref for main) rather than an empty string, and restrict the\n\"already pushed / resume\" shortcut in push_branch() to only match automaton/*\nbranch names (leave automaton/* behavior unchanged but ensure main goes through\nthe normal push logic); locate the git ls-remote mock entries in\ntest_push_branch.py and the push_branch() implementation to adjust the condition\nthat checks branch names so it explicitly tests for automaton/ prefix before\nshort-circuiting.\n```\n\n</details>\n\n<!-- fingerprinting:phantom:medusa:grasshopper -->\n\n<!-- This is an auto-generated comment by CodeRabbit -->",
          "author": {
            "id": 29192424,
            "username": "group_83799584_bot_f193fb438ea511aea4aa90390380ca6a",
            "name": "****"
          },
          "created_at": "1 hour ago (2026-03-18T10:08:01.999Z)",
          "updated_at": "1 hour ago (2026-03-18T10:08:01.999Z)",
          "resolved": false
        }
      ],
      "individual_note": false
    },
    {
      "id": "163e1ba61f96c6c25bc74d8030cc48bf3aecde0c",
      "notes": [
        {
          "id": 3169858628,
          "body": "_⚠️ Potential issue_ | _🟠 Major_\n\n**Path traversal vulnerability in `repo_dir_name` extraction.**\n\nIf `repo_name` ends with `..` (e.g., `\"org/group/..\"`), `repo_dir_name` becomes `\"..\"` and `clone_path` escapes the workdir. Similarly, inputs ending in `.` or empty segments cause unexpected behavior.\n\n\n<details>\n<summary>🔒 Proposed fix to validate repo_dir_name</summary>\n\n```diff\n         gitlab_path = gitlab_path.strip(\"/\")\n         repo_dir_name = gitlab_path.split(\"/\")[-1]\n+        if not repo_dir_name or repo_dir_name in (\".\", \"..\"):\n+            return f\"{_ERROR_PREFIX}: Invalid repository path '{repo_name}'\"\n         clone_path = workdir / repo_dir_name\n```\n</details>\n\n<details>\n<summary>🤖 Prompt for AI Agents</summary>\n\n```\nVerify each finding against the current code and only fix it if needed.\n\nIn `@src/engine/components/mcp/tools/clone_repo.py` around lines 136 - 141, The\ncurrent extraction of repo_dir_name from gitlab_path (derived from repo_name)\ncan yield unsafe values like \".\" or \"..\" and allow path traversal via clone_path\n= workdir / repo_dir_name; update the logic in the function handling\nrepo_name/gitlab_path to validate and sanitize repo_dir_name: after trimming and\nsplitting, ensure repo_dir_name is non-empty and not \".\" or \"..\", restrict it to\nan allowed safe pattern (e.g., alphanumeric, dashes, underscores) or otherwise\nreject/raise an error, and only then join with workdir to form clone_path;\nreference the variables gitlab_path, repo_dir_name, clone_path and the input\nrepo_name when implementing the checks.\n```\n\n</details>\n\n<!-- fingerprinting:phantom:poseidon:ocelot -->\n\n<!-- This is an auto-generated comment by CodeRabbit -->\n\n✅ Addressed in commit 0067077",
          "author": {
            "id": 29192424,
            "username": "group_83799584_bot_f193fb438ea511aea4aa90390380ca6a",
            "name": "****"
          },
          "created_at": "1 hour ago (2026-03-18T10:08:02.244Z)",
          "updated_at": "38 minutes ago (2026-03-18T11:01:25.095Z)",
          "resolved": true
        }
      ],
      "individual_note": false
    },
    {
      "id": "a661c45e49a0e67df9f136a26f1c83e85191f2a9",
      "notes": [
        {
          "id": 3169858643,
          "body": "_⚠️ Potential issue_ | _🟠 Major_\n\n**Harden session-root resolution and directory validation.**\n\nLine 210 hardcodes `/tmp/automaton-sessions` (Bandit B108), and Line 211 only checks existence, not directory type.\n\n\n<details>\n<summary>Suggested fix</summary>\n\n```diff\n@@\n import argparse\n import asyncio\n import os\n import sys\n+import tempfile\n from pathlib import Path\n@@\n     if session is not None:\n         session_path = Path(session)\n+        session_root = Path(\n+            os.environ.get(\n+                \"AUTOMATON_SESSIONS_ROOT\",\n+                str(Path(tempfile.gettempdir()) / \"automaton-sessions\"),\n+            )\n+        )\n         if not session_path.is_absolute():\n-            session_path = Path(\"/tmp/automaton-sessions\") / session\n-        if not session_path.exists():\n+            session_path = (session_root / session).resolve()\n+        else:\n+            session_path = session_path.resolve()\n+        if not session_path.is_dir():\n             print(\n                 f\"Error: session directory not found: {session_path}\", file=sys.stderr\n             )\n             sys.exit(1)\n```\n</details>\n\nAs per coding guidelines: `Use bandit for security scanning on engine and backend code with config from pyproject.toml`.\n\n<!-- suggestion_start -->\n\n<details>\n<summary>📝 Committable suggestion</summary>\n\n> ‼️ **IMPORTANT**\n> Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.\n\n```suggestion:-8+0\n    if session is not None:\n        session_path = Path(session)\n        session_root = Path(\n            os.environ.get(\n                \"AUTOMATON_SESSIONS_ROOT\",\n                str(Path(tempfile.gettempdir()) / \"automaton-sessions\"),\n            )\n        )\n        if not session_path.is_absolute():\n            session_path = (session_root / session).resolve()\n        else:\n            session_path = session_path.resolve()\n        if not session_path.is_dir():\n            print(\n                f\"Error: session directory not found: {session_path}\", file=sys.stderr\n            )\n            sys.exit(1)\n```\n\n</details>\n\n<!-- suggestion_end -->\n\n<details>\n<summary>🧰 Tools</summary>\n\n<details>\n<summary>🪛 GitLab Pipeline: security</summary>\n\n[medium] 210-210: Bandit issue B108: hardcoded_tmp_directory - Probable insecure usage of temp file/directory. Location: src/engine/manual.py:210:32\n\n</details>\n<details>\n<summary>🪛 Ruff (0.15.6)</summary>\n\n[error] 210-210: Probable insecure usage of temporary file or directory: \"/tmp/automaton-sessions\"\n\n(S108)\n\n</details>\n\n</details>\n\n<details>\n<summary>🤖 Prompt for AI Agents</summary>\n\n```\nVerify each finding against the current code and only fix it if needed.\n\nIn `@src/engine/manual.py` around lines 207 - 215, The session-root resolution\nhardcodes \"/tmp/automaton-sessions\" and only checks existence; change the logic\naround the session and session_path variables to (1) use a secure temp directory\ninstead of a hardcoded path (e.g., use tempfile.gettempdir() combined with\n\"automaton-sessions\") and construct Path(tempdir)/session, (2) call\nsession_path.resolve() to normalize/avoid traversal, (3) validate that\nsession_path.exists() and session_path.is_dir() (fail if missing or not a\ndirectory), and (4) include explicit error messaging on invalid type; update the\ncode that currently references session and session_path to use these checks (use\nPath.resolve, tempfile.gettempdir, and Path.is_dir).\n```\n\n</details>\n\n<!-- fingerprinting:phantom:medusa:hawk -->\n\n<!-- This is an auto-generated comment by CodeRabbit -->",
          "author": {
            "id": 29192424,
            "username": "group_83799584_bot_f193fb438ea511aea4aa90390380ca6a",
            "name": "****"
          },
          "created_at": "1 hour ago (2026-03-18T10:08:02.513Z)",
          "updated_at": "1 hour ago (2026-03-18T10:08:02.513Z)",
          "resolved": false
        }
      ],
      "individual_note": false
    },
    {
      "id": "2b65dbb390fd4f94c184932589cd8792481865e5",
      "notes": [
        {
          "id": 3169858652,
          "body": "_⚠️ Potential issue_ | _🟡 Minor_\n\n**Fix step numbering and spacing typo for clarity.**\n\nLine 72 jumps from Step 4 to Step 6, and Line 70 is missing a space in `fixed.Running`.\n\n\n<details>\n<summary>Suggested fix</summary>\n\n```diff\n-**Never run the full test suite.** Only run spec/test files for the code you changed or the feature you fixed.Running `bundle exec rspec` or `uv run pytest` with no arguments triggers a full regression suite. This is **not permitted** — it is slow, wasteful, and not your responsibility to verify.\n+**Never run the full test suite.** Only run spec/test files for the code you changed or the feature you fixed. Running `bundle exec rspec` or `uv run pytest` with no arguments triggers a full regression suite. This is **not permitted** — it is slow, wasteful, and not your responsibility to verify.\n\n-### 6. Lint and format\n+### 5. Lint and format\n@@\n-### 7. Debug artifact check\n+### 6. Debug artifact check\n```\n</details>\n\n\nAlso applies to: 72-89\n\n<details>\n<summary>🤖 Prompt for AI Agents</summary>\n\n```\nVerify each finding against the current code and only fix it if needed.\n\nIn `@src/engine/plugin/skills/implement/SKILL.md` around lines 68 - 72, Update the\nSKILL.md ordering and spacing: renumber the headings so steps progress\nsequentially (change \"### 6. Lint and format\" to \"### 5. Lint and format\" and\nadjust subsequent step numbers in the section 72-89 accordingly) and fix the\nmissing space in the sentence \"fixed.Running\" to \"fixed. Running\" under the \"###\n4. Run relevant tests only\" paragraph; ensure all step headings and any\nreferences to those step numbers in the same file are consistently updated.\n```\n\n</details>\n\n<!-- fingerprinting:phantom:medusa:hawk -->\n\n<!-- This is an auto-generated comment by CodeRabbit -->",
          "author": {
            "id": 29192424,
            "username": "group_83799584_bot_f193fb438ea511aea4aa90390380ca6a",
            "name": "****"
          },
          "created_at": "1 hour ago (2026-03-18T10:08:02.821Z)",
          "updated_at": "1 hour ago (2026-03-18T10:08:02.821Z)",
          "resolved": false
        }
      ],
      "individual_note": false
    },
    {
      "id": "c6f9fae782287dfa387919c10cc7d900f7a62afe",
      "notes": [
        {
          "id": 3169858662,
          "body": "_⚠️ Potential issue_ | _🟠 Major_\n\n**Use session-root paths for `.automaton` artefacts.**\n\nThe new `src/engine/session-template/CLAUDE.md.j2` guidance says CWD can drift into a cloned repo, so these relative reads/writes can miss the handoff files or hit a repo-local `.automaton` directory instead. The verifier prompt has the same problem because it advertises a repo path but passes relative AC/plan paths.\n\n\n<details>\n<summary>Suggested wording</summary>\n\n```diff\n-Read `.automaton/acs.md` (source of truth for ACs) and `.automaton/plan.md` (declared scope).\n+Read `{session_root}/.automaton/acs.md` (source of truth for ACs) and `{session_root}/.automaton/plan.md` (declared scope).\n\n-If `.automaton/internal_review.md` exists, read it — it contains findings from the previous review cycle. Use it to focus the subagents on what was previously failing rather than re-reviewing everything from scratch.\n+If `{session_root}/.automaton/internal_review.md` exists, read it — it contains findings from the previous review cycle. Use it to focus the subagents on what was previously failing rather than re-reviewing everything from scratch.\n\n Agent(\n   subagent_type=\"automaton:verifier\",\n   description=\"Verify implementation for {ticket_key}\",\n-  prompt=\"Repo path: {workdir}/{repo_name}\\nACs: .automaton/acs.md\\nPlan: .automaton/plan.md\\nPrior failures (check these specifically): {prior_verifier_failures or 'none — full review'}\"\n+  prompt=\"Repo path: {workdir}/{repo_name}\\nACs: {session_root}/.automaton/acs.md\\nPlan: {session_root}/.automaton/plan.md\\nPrior failures (check these specifically): {prior_verifier_failures or 'none — full review'}\"\n )\n\n-| `Read` | Read `.automaton/acs.md`, `.automaton/plan.md`, `.automaton/internal_review.md` |\n-| `Write` | Write `.automaton/internal_review.md` after every review cycle |\n+| `Read` | Read `{session_root}/.automaton/acs.md`, `{session_root}/.automaton/plan.md`, `{session_root}/.automaton/internal_review.md` |\n+| `Write` | Write `{session_root}/.automaton/internal_review.md` after every review cycle |\n```\n</details>\n\n\nAlso applies to: 30-39, 82-83\n\n<details>\n<summary>🤖 Prompt for AI Agents</summary>\n\n```\nVerify each finding against the current code and only fix it if needed.\n\nIn `@src/engine/plugin/skills/review/SKILL.md` around lines 21 - 23, Update\nreferences to `.automaton` artefacts to use the session-root anchored paths\ninstead of relative CWD paths: replace occurrences reading `.automaton/acs.md`,\n`.automaton/plan.md`, and `.automaton/internal_review.md` with constructs that\njoin the session root (e.g., sessionRoot + '/.automaton/…' or the project's\npath-join helper) so reads/writes always target the handoff directory; also\nupdate the verifier prompt text and any code that \"advertises a repo path\" to\nmention the session-root path and pass the session-root–anchored AC/plan paths\n(not relative paths) so the verifier and subagents use the correct files\nregardless of CWD drift.\n```\n\n</details>\n\n<!-- fingerprinting:phantom:medusa:grasshopper -->\n\n<!-- This is an auto-generated comment by CodeRabbit -->",
          "author": {
            "id": 29192424,
            "username": "group_83799584_bot_f193fb438ea511aea4aa90390380ca6a",
            "name": "****"
          },
          "created_at": "1 hour ago (2026-03-18T10:08:03.081Z)",
          "updated_at": "1 hour ago (2026-03-18T10:08:03.081Z)",
          "resolved": false
        }
      ],
      "individual_note": false
    },
    {
      "id": "a0d62b325c410c74bfe00930535c7a8a1ab0ce92",
      "notes": [
        {
          "id": 3169858673,
          "body": "_⚠️ Potential issue_ | _🟠 Major_\n\n**Put the escalation rule ahead of rework outcomes.**\n\nLine 66 says escalation takes priority, but the table still matches verifier/code-reviewer failures before security, API-contract, or data-model breaks. A security issue will therefore satisfy an earlier row and be sent back to `implementing` instead of `escalate`.\n\n\n<details>\n<summary>Suggested wording</summary>\n\n```diff\n | Condition | Signal |\n |-----------|--------|\n+| Either agent flags a security issue, API contract break, or data model change not in plan | `<STATE_TRANSITION>escalate</STATE_TRANSITION>` |\n | Verifier `PASS` **and** code-reviewer `APPROVED` | `<STATE_TRANSITION>submitting</STATE_TRANSITION>` |\n | Verifier `FAIL` (any AC `PARTIAL`/`MISSING`, test failure, lint error, scope deviation) | `<STATE_TRANSITION>implementing</STATE_TRANSITION>` |\n | Code-reviewer `ISSUES` with any P0 or P1 finding | `<STATE_TRANSITION>implementing</STATE_TRANSITION>` |\n | Code-reviewer `ISSUES` with P2 only | `<STATE_TRANSITION>submitting</STATE_TRANSITION>` — note P2s in the transition message |\n-| Either agent flags a security issue, API contract break, or data model change not in plan | `<STATE_TRANSITION>escalate</STATE_TRANSITION>` |\n```\n</details>\n\n<!-- suggestion_start -->\n\n<details>\n<summary>📝 Committable suggestion</summary>\n\n> ‼️ **IMPORTANT**\n> Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.\n\n```suggestion:-10+0\nBoth verdicts must be positive to proceed. Evaluate in order — escalation takes priority over any other signal:\n\n| Condition | Signal |\n|-----------|--------|\n| Either agent flags a security issue, API contract break, or data model change not in plan | `<STATE_TRANSITION>escalate</STATE_TRANSITION>` |\n| Verifier `PASS` **and** code-reviewer `APPROVED` | `<STATE_TRANSITION>submitting</STATE_TRANSITION>` |\n| Verifier `FAIL` (any AC `PARTIAL`/`MISSING`, test failure, lint error, scope deviation) | `<STATE_TRANSITION>implementing</STATE_TRANSITION>` |\n| Code-reviewer `ISSUES` with any P0 or P1 finding | `<STATE_TRANSITION>implementing</STATE_TRANSITION>` |\n| Code-reviewer `ISSUES` with P2 only | `<STATE_TRANSITION>submitting</STATE_TRANSITION>` — note P2s in the transition message |\n\nWhen signalling `implementing`, include the failure list from both agents verbatim so the next implement invocation knows exactly what to fix.\n```\n\n</details>\n\n<!-- suggestion_end -->\n\n<details>\n<summary>🤖 Prompt for AI Agents</summary>\n\n```\nVerify each finding against the current code and only fix it if needed.\n\nIn `@src/engine/plugin/skills/review/SKILL.md` around lines 66 - 76, Reorder the\ndecision table so the escalation rule (row with\n`<STATE_TRANSITION>escalate</STATE_TRANSITION>` for \"security issue, API\ncontract break, or data model change not in plan\") appears before any\n`implementing` or `submitting` rows, and update surrounding text to clearly\nstate evaluation is top-down with escalation taking absolute priority; ensure\nthe table entries and the sentence \"When signalling `implementing`, include the\nfailure list...\" remain unchanged except for the new row order so that\n`<STATE_TRANSITION>escalate</STATE_TRANSITION>` cannot be shadowed by earlier\nverifier or reviewer failure rows.\n```\n\n</details>\n\n<!-- fingerprinting:phantom:medusa:grasshopper -->\n\n<!-- This is an auto-generated comment by CodeRabbit -->",
          "author": {
            "id": 29192424,
            "username": "group_83799584_bot_f193fb438ea511aea4aa90390380ca6a",
            "name": "****"
          },
          "created_at": "1 hour ago (2026-03-18T10:08:03.285Z)",
          "updated_at": "1 hour ago (2026-03-18T10:08:03.285Z)",
          "resolved": false
        }
      ],
      "individual_note": false
    },
    {
      "id": "d1f604af8772883e5c43f01d57b0a05fdd5549e5",
      "notes": [
        {
          "id": 3169858684,
          "body": "_⚠️ Potential issue_ | _🟠 Major_\n\n**Don't describe submit as transitionless.**\n\nLine 2 says “no transition needed”, but Lines 139-140 still require a terminal `<STATE_TRANSITION>`, and `src/engine/main.py` retries until it sees one. This wording can strand the workflow in the submit phase.\n\n\n<details>\n<summary>Suggested wording</summary>\n\n```diff\n-description: \"Submit phase for automaton agent — create draft MR via submit_results(), terminal state (no transition needed)\"\n+description: \"Submit phase for automaton agent — create draft MR via submit_results(), then emit the terminal success or failure transition\"\n```\n</details>\n\n\nAlso applies to: 137-149\n\n<details>\n<summary>🤖 Prompt for AI Agents</summary>\n\n```\nVerify each finding against the current code and only fix it if needed.\n\nIn `@src/engine/plugin/skills/submit/SKILL.md` at line 2, Update the SKILL.md\nsubmit phase description to remove \"no transition needed\" and explicitly state\nthat submit_results() must produce a terminal <STATE_TRANSITION>; change the\nwording around lines referenced (the submit section and the block covering lines\n~137-149) so it requires a terminal STATE_TRANSITION payload consistent with the\nretry behavior in main.py, ensuring the documentation mentions submit_results()\ncreates the draft MR and emits the terminal transition that src/engine/main.py\nwaits for.\n```\n\n</details>\n\n<!-- fingerprinting:phantom:medusa:grasshopper -->\n\n<!-- This is an auto-generated comment by CodeRabbit -->",
          "author": {
            "id": 29192424,
            "username": "group_83799584_bot_f193fb438ea511aea4aa90390380ca6a",
            "name": "****"
          },
          "created_at": "1 hour ago (2026-03-18T10:08:03.487Z)",
          "updated_at": "1 hour ago (2026-03-18T10:08:03.487Z)",
          "resolved": false
        }
      ],
      "individual_note": false
    },
    {
      "id": "fb6ccd937c864689534e79d60eeed334f9e87cae",
      "notes": [
        {
          "id": 3169858693,
          "body": "_⚠️ Potential issue_ | _🟠 Major_\n\n**Post notes on every created MR, not just `merge_requests[0]`.**\n\n`submit_results()` returns a list of `merge_requests`, and the session template now allows more than one repo in a run. Using only the first MR leaves sibling MRs without the context note or the review trigger.\n\n\n<details>\n<summary>Suggested wording</summary>\n\n```diff\n-Confirm the MR URL is returned by `submit_results()`. Extract `mr_iid` and `gitlab_project_id` from `merge_requests[0]` for use in steps 4 and 5.\n+Confirm that at least one MR URL is returned by `submit_results()`. For each item in `merge_requests`, extract `mr_iid` and `gitlab_project_id` and run steps 4 and 5.\n\n-Use `gl_create_merge_request_note(project_id=gitlab_project_id, mr_iid=mr_iid, body=...)`.\n+Repeat `gl_create_merge_request_note(project_id=gitlab_project_id, mr_iid=mr_iid, body=...)` for every created MR.\n\n-Use `gl_create_merge_request_note(project_id=gitlab_project_id, mr_iid=mr_iid, body=...)`.\n+Repeat `gl_create_merge_request_note(project_id=gitlab_project_id, mr_iid=mr_iid, body=...)` for every created MR.\n```\n</details>\n\n<details>\n<summary>🤖 Prompt for AI Agents</summary>\n\n```\nVerify each finding against the current code and only fix it if needed.\n\nIn `@src/engine/plugin/skills/submit/SKILL.md` around lines 88 - 124, The current\nflow only posts notes to merge_requests[0]; iterate over the full merge_requests\nlist returned by submit_results() and for each item extract mr_iid and\ngitlab_project_id and perform steps 4 and 5. For each MR read the three\nartefacts from {session_root}/.automaton/ticket.md, acs.md, and plan.md, build\nthe single collapsible-note body (Ticket / Acceptance Criteria / Plan) and call\ngl_create_merge_request_note(project_id=gitlab_project_id, mr_iid=mr_iid,\nbody=...); then call gl_create_merge_request_note again with the review trigger\nbody \"@group_83799584_bot_f193fb438ea511aea4aa90390380ca6a review\". Ensure you\nreference the per-MR variables mr_iid and gitlab_project_id (not\nmerge_requests[0]) so every created MR receives both notes.\n```\n\n</details>\n\n<!-- fingerprinting:phantom:medusa:grasshopper -->\n\n<!-- This is an auto-generated comment by CodeRabbit -->",
          "author": {
            "id": 29192424,
            "username": "group_83799584_bot_f193fb438ea511aea4aa90390380ca6a",
            "name": "****"
          },
          "created_at": "1 hour ago (2026-03-18T10:08:03.664Z)",
          "updated_at": "1 hour ago (2026-03-18T10:08:03.664Z)",
          "resolved": false
        }
      ],
      "individual_note": false
    },
    {
      "id": "85fe8d89a0abed11f5a6a3714212356a846e1d08",
      "notes": [
        {
          "id": 3169858701,
          "body": "_⚠️ Potential issue_ | _🟡 Minor_\n\n**Make the default-agent test independent of the runner environment.**\n\nThis assertion only proves the default path if `AGENT` is truly absent, but the setup above keeps the rest of `os.environ` intact. A pre-existing `AGENT` will bypass the default-to-`claude` branch and make this fail for the wrong reason.\n\n\n<details>\n<summary>Suggested fix</summary>\n\n```diff\n-            patch.dict(\n-                \"os.environ\",\n-                {\"TICKET_KEY\": \"AI-1\", \"PROJECT_ID\": \"p1\"},\n-                clear=False,\n-            ),\n+            patch.dict(\n+                \"os.environ\",\n+                {\"TICKET_KEY\": \"AI-1\", \"PROJECT_ID\": \"p1\"},\n+                clear=True,\n+            ),\n```\n</details>\n\n<details>\n<summary>🤖 Prompt for AI Agents</summary>\n\n```\nVerify each finding against the current code and only fix it if needed.\n\nIn `@src/engine/tests/test_main.py` around lines 410 - 412, The test relies on the\nAGENT env var being absent but doesn't guarantee it; before invoking the code\nunder test (the assertion on mock_pool_cls.assert_called_once_with with\nagent_name=\"claude\"), explicitly remove or clear AGENT from the environment\n(e.g., call os.environ.pop(\"AGENT\", None) or use pytest's\nmonkeypatch.delenv(\"AGENT\", raising=False)) so the default-to-claude branch runs\ndeterministically; then run the code and assert\nmock_pool_cls.assert_called_once_with(agent_name=\"claude\", agent_config={},\nticket_id=\"AI-1\").\n```\n\n</details>\n\n<!-- fingerprinting:phantom:medusa:grasshopper -->\n\n<!-- This is an auto-generated comment by CodeRabbit -->\n\n✅ Addressed in commit 0067077",
          "author": {
            "id": 29192424,
            "username": "group_83799584_bot_f193fb438ea511aea4aa90390380ca6a",
            "name": "****"
          },
          "created_at": "1 hour ago (2026-03-18T10:08:03.817Z)",
          "updated_at": "38 minutes ago (2026-03-18T11:01:28.862Z)",
          "resolved": true
        }
      ],
      "individual_note": false
    },
    {
      "id": "ee0f41723b8b8796014bdc1a277551d8c8ecb4f7",
      "notes": [
        {
          "id": 3170072337,
          "body": "added 1 commit\n\n<ul><li>00670771 - Add session resume, --prompt flag, and robust repo resolution</li></ul>\n\n[Compare with previous version](/raptortech1/aidevops/automaton/-/merge_requests/56/diffs?diff_id=1710495240&start_sha=c2b31dbfbce9bf02401b5a2f3f564ab958428d65)",
          "author": {
            "id": 20557012,
            "username": "JoeCarter_cpoms",
            "name": "Joe Carter"
          },
          "created_at": "38 minutes ago (2026-03-18T11:01:10.931Z)",
          "updated_at": "38 minutes ago (2026-03-18T11:01:10.952Z)",
          "resolved": false
        }
      ],
      "individual_note": true
    },
    {
      "id": "f73916698a625f81d00e64e424f559b9be181cfc",
      "notes": [
        {
          "id": 3170078107,
          "body": "changed the description",
          "author": {
            "id": 29192424,
            "username": "group_83799584_bot_f193fb438ea511aea4aa90390380ca6a",
            "name": "****"
          },
          "created_at": "36 minutes ago (2026-03-18T11:03:05.820Z)",
          "updated_at": "36 minutes ago (2026-03-18T11:03:05.824Z)",
          "resolved": false
        }
      ],
      "individual_note": true
    },
    {
      "id": "047f9e6c22409922cf7bd68d4c47d235aff5cbcc",
      "notes": [
        {
          "id": 3170083921,
          "body": "**Actionable comments posted: 2**\n\n<details>\n<summary>🧹 Nitpick comments (4)</summary><blockquote>\n\n<details>\n<summary>src/engine/components/mcp/tools/clone_repo.py (2)</summary><blockquote>\n\n`169-171`: **Consider narrowing the exception catch.**\n\nThe generic `Exception` catch (flagged by ruff BLE001) could mask unexpected programming errors. Consider catching more specific exceptions like `OSError` or `subprocess.SubprocessError`.\n\n\n<details>\n<summary>♻️ Proposed narrower exception handling</summary>\n\n```diff\n         except subprocess.TimeoutExpired:\n             log.error(\"clone_timeout\", repo=gitlab_path)\n             return f\"{_ERROR_PREFIX}: Clone operation timed out after 120 seconds\"\n-        except Exception as e:\n+        except (OSError, subprocess.SubprocessError) as e:\n             log.error(\"clone_error\", repo=gitlab_path, error=str(e))\n             return f\"{_ERROR_PREFIX} cloning repository: {e}\"\n```\n</details>\n\nNote: The same pattern exists at lines 221-223; if you address this, consider updating both locations for consistency.\n\n<details>\n<summary>🤖 Prompt for AI Agents</summary>\n\n```\nVerify each finding against the current code and only fix it if needed.\n\nIn `@src/engine/components/mcp/tools/clone_repo.py` around lines 169 - 171,\nReplace the broad \"except Exception as e\" in the clone operation with narrower\nexception handlers that reflect likely failure modes (e.g., catch OSError and\nsubprocess.SubprocessError, and if you use GitPython/GitLab client add\ngit-specific exceptions such as GitCommandError), log the error in each specific\nexcept block, and return the same error string; apply the same change to the\nsecond occurrence noted (the other except at lines 221-223) so both try/except\nblocks in clone_repo.py handle only the expected exception types instead of all\nException.\n```\n\n</details>\n\n---\n\n`149-165`: **Optional: Consider extracting shared clone logic.**\n\nThe clone operation (subprocess call, error handling, CLAUDE.md creation) is duplicated between the direct-path flow (lines 149-171) and the repos.json flow (lines 193-223). A shared helper function could reduce duplication.\n\n<details>\n<summary>🤖 Prompt for AI Agents</summary>\n\n```\nVerify each finding against the current code and only fix it if needed.\n\nIn `@src/engine/components/mcp/tools/clone_repo.py` around lines 149 - 165,\nRefactor the duplicated git clone + post-clone steps into a shared helper:\ncreate a function (e.g., clone_repo_and_create_claude) that accepts repo_url,\nclone_path/workdir, repo_dir_name and runs the\nsubprocess.run([\"git\",\"clone\",\"--depth\",\"1\", repo_url, str(clone_path)], checks\nresult.returncode, logs via log.error/log.info, creates rules_dir = workdir /\n\".claude\" / \"rules\", writes the f\"{repo_dir_name}.md\" file and returns the same\nsuccess/error string; then replace the duplicate blocks that call\nsubprocess.run, check result.returncode, log, mkdir, write_text and return\nmessages with calls to this new function (keeping the same error strings that\nreference result.stderr and repo_dir_name) so behavior is unchanged.\n```\n\n</details>\n\n</blockquote></details>\n<details>\n<summary>src/engine/components/mcp/tools/push_branch.py (1)</summary><blockquote>\n\n`105-122`: **Consider checking `ls_remote.returncode` before relying on stdout.**\n\nThe current logic at line 108 checks `ls_remote.stdout.strip()` without first verifying that the command succeeded. If `ls-remote` fails (e.g., network issue, auth failure), the code silently falls through to the \"no changes\" path. Adding a returncode check would make the behavior more explicit and aid debugging.\n\n\n<details>\n<summary>♻️ Optional: Add explicit error handling</summary>\n\n```diff\n         ls_remote = _run_git(\n             [\"ls-remote\", \"--heads\", \"origin\", current_branch], clone_path\n         )\n-        if ls_remote.stdout.strip():\n+        if ls_remote.returncode != 0:\n+            log.warning(\n+                \"ls_remote_check_failed\",\n+                repo=repo_name,\n+                branch=current_branch,\n+                stderr=ls_remote.stderr.strip(),\n+            )\n+            # Fall through to \"no changes\" — safer than assuming pushed\n+        elif ls_remote.stdout.strip():\n             sha_result = _run_git([\"rev-parse\", \"HEAD\"], clone_path)\n```\n\n</details>\n\n<details>\n<summary>🤖 Prompt for AI Agents</summary>\n\n```\nVerify each finding against the current code and only fix it if needed.\n\nIn `@src/engine/components/mcp/tools/push_branch.py` around lines 105 - 122, The\ncode calls _run_git to get ls_remote and then inspects ls_remote.stdout without\nverifying the command succeeded; update the logic in push_branch (the block\nusing ls_remote and current_branch) to first check ls_remote.returncode == 0\nbefore trusting stdout, and if returncode != 0 handle it explicitly (e.g., log\nan error with ls_remote.stderr and return or raise an appropriate failure\nresult) so failures like network/auth errors are surfaced instead of being\ntreated as \"no remote\".\n```\n\n</details>\n\n</blockquote></details>\n<details>\n<summary>src/engine/manual.py (1)</summary><blockquote>\n\n`158-159`: **Align `run()` default with CLI default for benchmark mode.**\n\nThe parser defaults `benchmark_mode=True` (Line 88), while `run()` defaults it to `False` (Line 158). This can create inconsistent behavior for direct `run()` callers.\n\n\n<details>\n<summary>🔧 Proposed fix</summary>\n\n```diff\n-    benchmark_mode: bool = False,\n+    benchmark_mode: bool = True,\n```\n</details>\n\n<details>\n<summary>🤖 Prompt for AI Agents</summary>\n\n```\nVerify each finding against the current code and only fix it if needed.\n\nIn `@src/engine/manual.py` around lines 158 - 159, The run() function's default\nfor the benchmark_mode parameter is inconsistent with the CLI parser's default\n(parser sets benchmark_mode=True); update the run() signature to set\nbenchmark_mode: bool = True so direct callers get the same default behavior as\nthe CLI, and verify any callers of run() that relied on False are adjusted if\nneeded; look for the run function definition and its uses to update the default\nand tests accordingly.\n```\n\n</details>\n\n</blockquote></details>\n\n</blockquote></details>\n\n<details>\n<summary>🤖 Prompt for all review comments with AI agents</summary>\n\n```\nVerify each finding against the current code and only fix it if needed.\n\nInline comments:\nIn `@src/engine/components/mcp/tools/push_branch.py`:\n- Around line 20-36: The fallback branch in _resolve_clone_path can return\nunsafe/invalid paths because it doesn't validate the final path component;\nupdate _resolve_clone_path to mirror clone_repo's validation by extracting the\nfinal component (gitlab_path.split(\"/\")[-1]) and checking that it is non-empty\nand not \".\" or \"..\", and if invalid either raise a ValueError (preferred) or\nhandle it the same way clone_repo does; ensure the function references the same\nvalidation logic/name used in clone_repo so behavior is consistent.\n\nIn `@src/engine/manual.py`:\n- Around line 104-107: The help string in manual.py that mentions\n\"/tmp/automaton-sessions/\" is misleading on systems where tempfile.gettempdir()\ndiffers; update the help text to build the path dynamically using\ntempfile.gettempdir() (the same value used later in resolve logic around\ntempfile.gettempdir()) so the CLI help shows the actual session-base directory;\nlocate the help argument string (associated with the parser/argument creation\nthat contains \"Resume an existing session directory\") and replace the hardcoded\n\"/tmp/automaton-sessions/\" with a formatted reference to tempfile.gettempdir()\n(or a short phrase like \"<tempdir>/automaton-sessions/\") so both help and\nresolve behavior match.\n\n---\n\nNitpick comments:\nIn `@src/engine/components/mcp/tools/clone_repo.py`:\n- Around line 169-171: Replace the broad \"except Exception as e\" in the clone\noperation with narrower exception handlers that reflect likely failure modes\n(e.g., catch OSError and subprocess.SubprocessError, and if you use\nGitPython/GitLab client add git-specific exceptions such as GitCommandError),\nlog the error in each specific except block, and return the same error string;\napply the same change to the second occurrence noted (the other except at lines\n221-223) so both try/except blocks in clone_repo.py handle only the expected\nexception types instead of all Exception.\n- Around line 149-165: Refactor the duplicated git clone + post-clone steps into\na shared helper: create a function (e.g., clone_repo_and_create_claude) that\naccepts repo_url, clone_path/workdir, repo_dir_name and runs the\nsubprocess.run([\"git\",\"clone\",\"--depth\",\"1\", repo_url, str(clone_path)], checks\nresult.returncode, logs via log.error/log.info, creates rules_dir = workdir /\n\".claude\" / \"rules\", writes the f\"{repo_dir_name}.md\" file and returns the same\nsuccess/error string; then replace the duplicate blocks that call\nsubprocess.run, check result.returncode, log, mkdir, write_text and return\nmessages with calls to this new function (keeping the same error strings that\nreference result.stderr and repo_dir_name) so behavior is unchanged.\n\nIn `@src/engine/components/mcp/tools/push_branch.py`:\n- Around line 105-122: The code calls _run_git to get ls_remote and then\ninspects ls_remote.stdout without verifying the command succeeded; update the\nlogic in push_branch (the block using ls_remote and current_branch) to first\ncheck ls_remote.returncode == 0 before trusting stdout, and if returncode != 0\nhandle it explicitly (e.g., log an error with ls_remote.stderr and return or\nraise an appropriate failure result) so failures like network/auth errors are\nsurfaced instead of being treated as \"no remote\".\n\nIn `@src/engine/manual.py`:\n- Around line 158-159: The run() function's default for the benchmark_mode\nparameter is inconsistent with the CLI parser's default (parser sets\nbenchmark_mode=True); update the run() signature to set benchmark_mode: bool =\nTrue so direct callers get the same default behavior as the CLI, and verify any\ncallers of run() that relied on False are adjusted if needed; look for the run\nfunction definition and its uses to update the default and tests accordingly.\n```\n\n</details>\n\n---\n\n<details>\n<summary>ℹ️ Review info</summary>\n\n<details>\n<summary>⚙️ Run configuration</summary>\n\n**Configuration used**: Organization UI\n\n**Review profile**: CHILL\n\n**Plan**: Pro\n\n**Run ID**: `02c6e90d-a3df-465a-939a-285d8df53b71`\n\n</details>\n\n<details>\n<summary>📥 Commits</summary>\n\nReviewing files that changed from the base of the PR and between c2b31dbfbce9bf02401b5a2f3f564ab958428d65 and 00670771a46639c5f32a2f163614886ff166a93a.\n\n</details>\n\n<details>\n<summary>📒 Files selected for processing (5)</summary>\n\n* `src/engine/components/agent/agent/claude_sdk.py`\n* `src/engine/components/mcp/tools/clone_repo.py`\n* `src/engine/components/mcp/tools/push_branch.py`\n* `src/engine/manual.py`\n* `src/engine/tests/test_main.py`\n\n</details>\n\n<details>\n<summary>🚧 Files skipped from review as they are similar to previous changes (1)</summary>\n\n* src/engine/components/agent/agent/claude_sdk.py\n\n</details>\n\n</details>\n\n<!-- This is an auto-generated comment by CodeRabbit for review status -->",
          "author": {
            "id": 29192424,
            "username": "group_83799584_bot_f193fb438ea511aea4aa90390380ca6a",
            "name": "****"
          },
          "created_at": "34 minutes ago (2026-03-18T11:04:55.315Z)",
          "updated_at": "34 minutes ago (2026-03-18T11:04:55.315Z)",
          "resolved": false
        }
      ],
      "individual_note": true
    },
    {
      "id": "0bd953327d89c32e34370f6b433ce0054198903b",
      "notes": [
        {
          "id": 3170083989,
          "body": "_⚠️ Potential issue_ | _🟠 Major_\n\n**Path traversal risk: missing validation for invalid path components.**\n\nThe fallback logic at line 36 mirrors `clone_repo`'s approach but omits the validation that `clone_repo` performs (checking for empty, `\".\"`, or `\"..\"` path components). If `repo_name` resolves to one of these, the function could return `workdir` itself or its parent directory, leading to incorrect clone path resolution or potential path traversal.\n\n\n<details>\n<summary>🛡️ Proposed fix to add validation consistent with clone_repo</summary>\n\n```diff\n     gitlab_path = gitlab_path.strip(\"/\")\n-    return workdir / gitlab_path.split(\"/\")[-1]\n+    repo_dir_name = gitlab_path.split(\"/\")[-1]\n+    if not repo_dir_name or repo_dir_name in (\".\", \"..\"):\n+        # Return a clearly invalid path so caller's exists() check fails\n+        return workdir / f\"__invalid_repo_{repo_name}__\"\n+    return workdir / repo_dir_name\n```\n\nAlternatively, raise a `ValueError` here since this is a programming error rather than a user-recoverable condition.\n\n</details>\n\n<details>\n<summary>🤖 Prompt for AI Agents</summary>\n\n```\nVerify each finding against the current code and only fix it if needed.\n\nIn `@src/engine/components/mcp/tools/push_branch.py` around lines 20 - 36, The\nfallback branch in _resolve_clone_path can return unsafe/invalid paths because\nit doesn't validate the final path component; update _resolve_clone_path to\nmirror clone_repo's validation by extracting the final component\n(gitlab_path.split(\"/\")[-1]) and checking that it is non-empty and not \".\" or\n\"..\", and if invalid either raise a ValueError (preferred) or handle it the same\nway clone_repo does; ensure the function references the same validation\nlogic/name used in clone_repo so behavior is consistent.\n```\n\n</details>\n\n<!-- fingerprinting:phantom:medusa:ocelot -->\n\n<!-- This is an auto-generated comment by CodeRabbit -->\n\n✅ Addressed in commit 77f9b8a",
          "author": {
            "id": 29192424,
            "username": "group_83799584_bot_f193fb438ea511aea4aa90390380ca6a",
            "name": "****"
          },
          "created_at": "34 minutes ago (2026-03-18T11:04:56.696Z)",
          "updated_at": "27 minutes ago (2026-03-18T11:11:54.970Z)",
          "resolved": true
        },
        {
          "id": 3170116391,
          "body": "changed this line in [version 16 of the diff](/raptortech1/aidevops/automaton/-/merge_requests/56/diffs?diff_id=1710516996&start_sha=00670771a46639c5f32a2f163614886ff166a93a#ad00616b96bb043946e680b31f580f417c2dceec_36_36)",
          "author": {
            "id": 20557012,
            "username": "JoeCarter_cpoms",
            "name": "Joe Carter"
          },
          "created_at": "28 minutes ago (2026-03-18T11:11:41.896Z)",
          "updated_at": "28 minutes ago (2026-03-18T11:11:41.896Z)",
          "resolved": false
        }
      ],
      "individual_note": false
    },
    {
      "id": "70a83c19a15e57a29a3ef1019163649ac3d225d5",
      "notes": [
        {
          "id": 3170084011,
          "body": "_⚠️ Potential issue_ | _🟡 Minor_\n\n**Session help text can be wrong on non-`/tmp` systems.**\n\nLine 106 hardcodes `/tmp/automaton-sessions/`, but resolution uses `tempfile.gettempdir()` (Line 211). This can mislead users on macOS/custom TMPDIR setups.\n\n\n<details>\n<summary>💡 Proposed fix</summary>\n\n```diff\n@@\n     parser.add_argument(\n         \"--session\",\n         default=None,\n         metavar=\"SESSION\",\n+        # Keep help text aligned with runtime path resolution.\n+        help_root = Path(tempfile.gettempdir()) / \"automaton-sessions\"\n         help=(\n             \"Resume an existing session directory. \"\n-            \"Accepts a full path or a session name relative to /tmp/automaton-sessions/ \"\n+            f\"Accepts a full path or a session name relative to {help_root}/ \"\n             \"(e.g. PLT-3156-74df28bf). \"\n             \"The workdir is reused as-is; CLAUDE.md is refreshed but repos are not re-cloned.\"\n         ),\n     )\n```\n</details>\n\n<details>\n<summary>🤖 Prompt for AI Agents</summary>\n\n```\nVerify each finding against the current code and only fix it if needed.\n\nIn `@src/engine/manual.py` around lines 104 - 107, The help string in manual.py\nthat mentions \"/tmp/automaton-sessions/\" is misleading on systems where\ntempfile.gettempdir() differs; update the help text to build the path\ndynamically using tempfile.gettempdir() (the same value used later in resolve\nlogic around tempfile.gettempdir()) so the CLI help shows the actual\nsession-base directory; locate the help argument string (associated with the\nparser/argument creation that contains \"Resume an existing session directory\")\nand replace the hardcoded \"/tmp/automaton-sessions/\" with a formatted reference\nto tempfile.gettempdir() (or a short phrase like\n\"<tempdir>/automaton-sessions/\") so both help and resolve behavior match.\n```\n\n</details>\n\n<!-- fingerprinting:phantom:poseidon:hawk -->\n\n<!-- This is an auto-generated comment by CodeRabbit -->\n\n✅ Addressed in commit 77f9b8a",
          "author": {
            "id": 29192424,
            "username": "group_83799584_bot_f193fb438ea511aea4aa90390380ca6a",
            "name": "****"
          },
          "created_at": "34 minutes ago (2026-03-18T11:04:57.012Z)",
          "updated_at": "27 minutes ago (2026-03-18T11:11:56.875Z)",
          "resolved": true
        }
      ],
      "individual_note": false
    },
    {
      "id": "5b76e4c98bd012e882e9e0ef5b8071695f369da2",
      "notes": [
        {
          "id": 3170116421,
          "body": "added 1 commit\n\n<ul><li>77f9b8ad - Add session resume, --prompt flag, and robust repo resolution</li></ul>\n\n[Compare with previous version](/raptortech1/aidevops/automaton/-/merge_requests/56/diffs?diff_id=1710516996&start_sha=00670771a46639c5f32a2f163614886ff166a93a)",
          "author": {
            "id": 20557012,
            "username": "JoeCarter_cpoms",
            "name": "Joe Carter"
          },
          "created_at": "27 minutes ago (2026-03-18T11:11:42.474Z)",
          "updated_at": "27 minutes ago (2026-03-18T11:11:42.479Z)",
          "resolved": false
        }
      ],
      "individual_note": true
    },
    {
      "id": "a02e527101c92ca29b061e7876ef3b5df098d6f6",
      "notes": [
        {
          "id": 3170124246,
          "body": "changed the description",
          "author": {
            "id": 29192424,
            "username": "group_83799584_bot_f193fb438ea511aea4aa90390380ca6a",
            "name": "****"
          },
          "created_at": "26 minutes ago (2026-03-18T11:13:31.926Z)",
          "updated_at": "26 minutes ago (2026-03-18T11:13:31.931Z)",
          "resolved": false
        }
      ],
      "individual_note": true
    },
    {
      "id": "a790cfa86f05558e569faa657086b3d4a64df133",
      "notes": [
        {
          "id": 3170132220,
          "body": "**Actionable comments posted: 2**\n\n<details>\n<summary>🤖 Prompt for all review comments with AI agents</summary>\n\n```\nVerify each finding against the current code and only fix it if needed.\n\nInline comments:\nIn `@src/engine/components/mcp/tools/clone_repo.py`:\n- Around line 171-184: The code incorrectly appends \".git\" even when repo_name\nalready ends with it; to fix, normalize gitlab_path after stripping _GITLAB_BASE\nand slashes by removing a trailing \".git\" (e.g. if gitlab_path.endswith(\".git\"):\ngitlab_path = gitlab_path[:-4]) before computing repo_dir_name and clone_path,\nthen you can safely construct repo_url = f\"{_GITLAB_BASE}{gitlab_path}.git\";\nupdate references to gitlab_path, repo_dir_name, clone_path and repo_url\naccordingly so inputs like \"org/project.git\" or full URLs don't become\n\"project.git.git\" and the local directory name is correct.\n\nIn `@src/engine/components/mcp/tools/push_branch.py`:\n- Around line 103-135: The code currently gates resume detection on\ncurrent_branch.startswith(\"automaton/\") which prevents a user-supplied override\nbranch (branch / branch_name) from being checked against origin; instead remove\nthat prefix check and always run the ls-remote/_run_git check using the\nrequested branch variable (branch or current_branch as appropriate) so the\nls_remote lookup (ls_remote = _run_git([\"ls-remote\", \"--heads\", \"origin\",\ncurrent_branch])) and subsequent rev-parse/return path use the requested branch\nname; update the early-return branch-no-changes logic to only return when there\ntruly are no edits (not based on the \"automaton/\" prefix).\n```\n\n</details>\n\n---\n\n<details>\n<summary>ℹ️ Review info</summary>\n\n<details>\n<summary>⚙️ Run configuration</summary>\n\n**Configuration used**: Organization UI\n\n**Review profile**: CHILL\n\n**Plan**: Pro\n\n**Run ID**: `b6475917-4ff8-4bfe-b227-fd7d26a8f724`\n\n</details>\n\n<details>\n<summary>📥 Commits</summary>\n\nReviewing files that changed from the base of the PR and between 00670771a46639c5f32a2f163614886ff166a93a and 77f9b8ad54d475ac28ee71c32ba8df9c459c15a5.\n\n</details>\n\n<details>\n<summary>📒 Files selected for processing (3)</summary>\n\n* `src/engine/components/mcp/tools/clone_repo.py`\n* `src/engine/components/mcp/tools/push_branch.py`\n* `src/engine/manual.py`\n\n</details>\n\n</details>\n\n<!-- This is an auto-generated comment by CodeRabbit for review status -->",
          "author": {
            "id": 29192424,
            "username": "group_83799584_bot_f193fb438ea511aea4aa90390380ca6a",
            "name": "****"
          },
          "created_at": "23 minutes ago (2026-03-18T11:16:00.030Z)",
          "updated_at": "23 minutes ago (2026-03-18T11:16:00.030Z)",
          "resolved": false
        }
      ],
      "individual_note": true
    },
    {
      "id": "da0c70ad5eb097aa12c7d6431b22c1a809e6f590",
      "notes": [
        {
          "id": 3170132289,
          "body": "_⚠️ Potential issue_ | _🟠 Major_\n\n**Direct GitLab URL/path handling breaks for inputs already ending in `.git`.**\n\nFor inputs like `https://gitlab.com/org/project.git` (or `org/project.git`), this builds `https://gitlab.com/org/project.git.git`, causing clone failure and a wrong local directory name.\n\n\n\n<details>\n<summary>💡 Suggested fix</summary>\n\n```diff\n-        gitlab_path = gitlab_path.strip(\"/\")\n+        gitlab_path = gitlab_path.strip(\"/\")\n+        if gitlab_path.endswith(\".git\"):\n+            gitlab_path = gitlab_path[:-4].strip(\"/\")\n         repo_dir_name = gitlab_path.split(\"/\")[-1]\n         if not repo_dir_name or repo_dir_name in (\".\", \"..\"):\n             return f\"{_ERROR_PREFIX}: Invalid repository path: '{repo_name}'\"\n```\n</details>\n\n<details>\n<summary>🤖 Prompt for AI Agents</summary>\n\n```\nVerify each finding against the current code and only fix it if needed.\n\nIn `@src/engine/components/mcp/tools/clone_repo.py` around lines 171 - 184, The\ncode incorrectly appends \".git\" even when repo_name already ends with it; to\nfix, normalize gitlab_path after stripping _GITLAB_BASE and slashes by removing\na trailing \".git\" (e.g. if gitlab_path.endswith(\".git\"): gitlab_path =\ngitlab_path[:-4]) before computing repo_dir_name and clone_path, then you can\nsafely construct repo_url = f\"{_GITLAB_BASE}{gitlab_path}.git\"; update\nreferences to gitlab_path, repo_dir_name, clone_path and repo_url accordingly so\ninputs like \"org/project.git\" or full URLs don't become \"project.git.git\" and\nthe local directory name is correct.\n```\n\n</details>\n\n<!-- fingerprinting:phantom:poseidon:hawk -->\n\n<!-- This is an auto-generated reply by CodeRabbit -->\n\n✅ Addressed in commit 2fdcf3a",
          "author": {
            "id": 29192424,
            "username": "group_83799584_bot_f193fb438ea511aea4aa90390380ca6a",
            "name": "****"
          },
          "created_at": "23 minutes ago (2026-03-18T11:16:01.373Z)",
          "updated_at": "1 minute ago (2026-03-18T11:38:19.044Z)",
          "resolved": true
        },
        {
          "id": 3170198442,
          "body": "✅ Fixed in 2fdcf3a — added `.git` suffix stripping after URL/path normalisation in `clone_repo.py`. Inputs like `org/project.git` or `https://gitlab.com/org/project.git` now produce the correct local directory name and `repo_url`.",
          "author": {
            "id": 20557012,
            "username": "JoeCarter_cpoms",
            "name": "Joe Carter"
          },
          "created_at": "1 minute ago (2026-03-18T11:38:13.376Z)",
          "updated_at": "1 minute ago (2026-03-18T11:38:20.391Z)",
          "resolved": true
        },
        {
          "id": 3170200531,
          "body": "`@JoeCarter_cpoms`, thanks for confirming! The fix looks correct — the `.git` stripping now happens before `repo_dir_name` and `repo_url` are derived, so inputs like `org/project.git` or `https://gitlab.com/org/project.git` will no longer produce a double `.git` suffix or an incorrect local directory name. ✅\n\n<!-- <review_comment_addressed> -->\n\n---\n\n<details>\n<summary>🧠 Learnings used</summary>\n\n```\nLearnt from: JoeCarter_cpoms\nRepo: raptortech1/aidevops/automaton PR: 44\nFile: src/engine/main.py:5-23\nTimestamp: 2026-02-23T16:04:17.465Z\nLearning: When reviewing Ruff linter warnings or noqa directives in Python files, inspect the repository's pyproject.toml [tool.ruff.lint] select/ignore settings to determine which rules are active. If select includes E, F, I, UP (as in select = [\"E\", \"F\", \"I\", \"UP\"]), then a noqa directive like # noqa: E402 is permitted. Apply this check consistently across Python files.\n```\n\n---\n\n```\nLearnt from: michael_petrov\nRepo: raptortech1/aidevops/automaton PR: 50\nFile: src/engine/tests/test_preflight.py:196-201\nTimestamp: 2026-03-06T12:26:40.966Z\nLearning: In the repository raptortech1/aidevops/automaton, Ruff config in pyproject.toml uses select = [\"E\", \"F\", \"I\", \"UP\"] and ARG001 is not enabled. Do not flag ARG001 violations in this repository. Unused parameters like **kwargs and self in test helper coroutines are intentional for signature documentation and protocol conformance. This guideline applies to src/engine/tests/test_preflight.py and similarly structured tests in this repo; if extending to other repos, review ARG001 handling separately.\n```\n\n---\n\n```\nLearnt from: michael_petrov\nRepo: raptortech1/aidevops/automaton PR: 52\nFile: src/engine/manual.py:114-118\nTimestamp: 2026-03-11T14:41:45.162Z\nLearning: In this codebase, httpx.AsyncClient with a base_url does not replace the path portion when making requests; it concatenates base_path with the request path. For example, base_url=\"http://localhost:30800/api/v1\" with client.post(\"/runs/\") resolves to http://localhost:30800/api/v1/runs/ (not the host root). Do not treat this as a bug. When constructing requests, be aware that a leading slash in the request path will not strip the base_url path prefix with this httpx version. Apply this understanding when reviewing Python code that uses httpx with base_url in this repository.\n```\n\n---\n\n```\nLearnt from: JoeCarter_cpoms\nRepo: raptortech1/aidevops/automaton PR: 52\nFile: src/engine/components/mcp/tools/proxies.py:191-197\nTimestamp: 2026-03-12T13:04:15.375Z\nLearning: In the raptortech1/aidevops/automaton repo, fastmcp is pinned to >=0.4.0. For this version, use the public API on FastMCP proxy objects: add_tool_transformation(tool_name, ToolTransformConfig(...)). Do not reference ToolTransform or add_transform in fastmcp 0.4.x, as they do not exist. Available components in fastmcp.tools.tool_transform are ToolTransformConfig, TransformedTool, and apply_transformations_to_tools. Update code in src/engine/components/mcp/tools/proxies.py (and other MCP tool proxy usage in this path) to rely on add_tool_transformation with ToolTransformConfig and apply_transformations_to_tools, importing from fastmcp.tools.tool_transform. This guidance applies to all MCP tool proxy implementations within the repository that interact with the FastMCP proxy API.\n```\n\n</details>\n\n\n\n<!-- This is an auto-generated reply by CodeRabbit -->",
          "author": {
            "id": 29192424,
            "username": "group_83799584_bot_f193fb438ea511aea4aa90390380ca6a",
            "name": "****"
          },
          "created_at": "1 minute ago (2026-03-18T11:38:34.515Z)",
          "updated_at": "1 minute ago (2026-03-18T11:38:34.498Z)",
          "resolved": true
        }
      ],
      "individual_note": false
    },
    {
      "id": "c08e7d46f7a4e81125416bfbb54cb0c38160cd35",
      "notes": [
        {
          "id": 3170132327,
          "body": "_⚠️ Potential issue_ | _🟠 Major_\n\n**Use the requested branch for resume checks instead of `automaton/` prefix gating.**\n\nAt Line 103, resume detection is hardcoded to `automaton/`. That breaks the newly added `branch_name` override flow: a valid non-`automaton/` override branch can never return the “already pushed” resume result, even when it exists on `origin`.\n\n\n<details>\n<summary>🔧 Proposed fix</summary>\n\n```diff\n-        if not current_branch.startswith(\"automaton/\"):\n+        if current_branch != branch:\n             log.info(\"push_branch_no_changes\", repo=repo_name, branch=branch)\n             return {\n                 \"branch\": branch,\n                 \"commit_sha\": None,\n                 \"pushed\": False,\n                 \"info\": \"No changes to commit — agent made no edits.\",\n             }\n-        ls_remote = _run_git(\n-            [\"ls-remote\", \"--heads\", \"origin\", current_branch], clone_path\n-        )\n+        ls_remote = _run_git([\"ls-remote\", \"--heads\", \"origin\", branch], clone_path)\n         if ls_remote.returncode != 0:\n             log.warning(\n                 \"ls_remote_failed\",\n                 repo=repo_name,\n-                branch=current_branch,\n+                branch=branch,\n                 stderr=ls_remote.stderr.strip(),\n             )\n         elif ls_remote.stdout.strip():\n             sha_result = _run_git([\"rev-parse\", \"HEAD\"], clone_path)\n             sha = sha_result.stdout.strip() if sha_result.returncode == 0 else None\n             log.info(\n                 \"push_branch_already_pushed\",\n                 repo=repo_name,\n-                branch=current_branch,\n+                branch=branch,\n                 sha=sha,\n             )\n             return {\n-                \"branch\": current_branch,\n+                \"branch\": branch,\n                 \"commit_sha\": sha,\n                 \"pushed\": True,\n                 \"info\": \"Branch already pushed — resuming from previous run.\",\n             }\n```\n</details>\n\n<!-- suggestion_start -->\n\n<details>\n<summary>📝 Committable suggestion</summary>\n\n> ‼️ **IMPORTANT**\n> Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.\n\n```suggestion:-32+0\n        if current_branch != branch:\n            log.info(\"push_branch_no_changes\", repo=repo_name, branch=branch)\n            return {\n                \"branch\": branch,\n                \"commit_sha\": None,\n                \"pushed\": False,\n                \"info\": \"No changes to commit — agent made no edits.\",\n            }\n        ls_remote = _run_git([\"ls-remote\", \"--heads\", \"origin\", branch], clone_path)\n        if ls_remote.returncode != 0:\n            log.warning(\n                \"ls_remote_failed\",\n                repo=repo_name,\n                branch=branch,\n                stderr=ls_remote.stderr.strip(),\n            )\n        elif ls_remote.stdout.strip():\n            sha_result = _run_git([\"rev-parse\", \"HEAD\"], clone_path)\n            sha = sha_result.stdout.strip() if sha_result.returncode == 0 else None\n            log.info(\n                \"push_branch_already_pushed\",\n                repo=repo_name,\n                branch=branch,\n                sha=sha,\n            )\n            return {\n                \"branch\": branch,\n                \"commit_sha\": sha,\n                \"pushed\": True,\n                \"info\": \"Branch already pushed — resuming from previous run.\",\n            }\n```\n\n</details>\n\n<!-- suggestion_end -->\n\n<details>\n<summary>🤖 Prompt for AI Agents</summary>\n\n```\nVerify each finding against the current code and only fix it if needed.\n\nIn `@src/engine/components/mcp/tools/push_branch.py` around lines 103 - 135, The\ncode currently gates resume detection on current_branch.startswith(\"automaton/\")\nwhich prevents a user-supplied override branch (branch / branch_name) from being\nchecked against origin; instead remove that prefix check and always run the\nls-remote/_run_git check using the requested branch variable (branch or\ncurrent_branch as appropriate) so the ls_remote lookup (ls_remote =\n_run_git([\"ls-remote\", \"--heads\", \"origin\", current_branch])) and subsequent\nrev-parse/return path use the requested branch name; update the early-return\nbranch-no-changes logic to only return when there truly are no edits (not based\non the \"automaton/\" prefix).\n```\n\n</details>\n\n<!-- fingerprinting:phantom:poseidon:hawk -->\n\n<!-- This is an auto-generated reply by CodeRabbit -->\n\n✅ Addressed in commit 2fdcf3a",
          "author": {
            "id": 29192424,
            "username": "group_83799584_bot_f193fb438ea511aea4aa90390380ca6a",
            "name": "****"
          },
          "created_at": "23 minutes ago (2026-03-18T11:16:01.812Z)",
          "updated_at": "1 minute ago (2026-03-18T11:38:17.435Z)",
          "resolved": true
        },
        {
          "id": 3170198297,
          "body": "✅ Fixed in 2fdcf3a — replaced `current_branch.startswith(\"automaton/\")` with `current_branch != branch` and updated all references in the ls-remote check and return value to use `branch` consistently. Branch name overrides now correctly trigger resume detection.",
          "author": {
            "id": 20557012,
            "username": "JoeCarter_cpoms",
            "name": "Joe Carter"
          },
          "created_at": "1 minute ago (2026-03-18T11:38:10.618Z)",
          "updated_at": "1 minute ago (2026-03-18T11:38:18.868Z)",
          "resolved": true
        },
        {
          "id": 3170199716,
          "body": "`@JoeCarter_cpoms`, confirmed! The diff reflects the fix correctly — `current_branch != branch` cleanly handles both the default `automaton/{ticket_key}` pattern and any `branch_name` overrides, and using `branch` consistently throughout the ls-remote check and return value ensures resume detection works correctly in all cases. Thanks for addressing this!\n\n<!-- <review_comment_addressed> -->\n\n---\n\n<details>\n<summary>🧠 Learnings used</summary>\n\n```\nLearnt from: JoeCarter_cpoms\nRepo: raptortech1/aidevops/automaton PR: 44\nFile: src/engine/main.py:5-23\nTimestamp: 2026-02-23T16:04:17.465Z\nLearning: When reviewing Ruff linter warnings or noqa directives in Python files, inspect the repository's pyproject.toml [tool.ruff.lint] select/ignore settings to determine which rules are active. If select includes E, F, I, UP (as in select = [\"E\", \"F\", \"I\", \"UP\"]), then a noqa directive like # noqa: E402 is permitted. Apply this check consistently across Python files.\n```\n\n---\n\n```\nLearnt from: michael_petrov\nRepo: raptortech1/aidevops/automaton PR: 50\nFile: src/engine/tests/test_preflight.py:196-201\nTimestamp: 2026-03-06T12:26:40.966Z\nLearning: In the repository raptortech1/aidevops/automaton, Ruff config in pyproject.toml uses select = [\"E\", \"F\", \"I\", \"UP\"] and ARG001 is not enabled. Do not flag ARG001 violations in this repository. Unused parameters like **kwargs and self in test helper coroutines are intentional for signature documentation and protocol conformance. This guideline applies to src/engine/tests/test_preflight.py and similarly structured tests in this repo; if extending to other repos, review ARG001 handling separately.\n```\n\n---\n\n```\nLearnt from: michael_petrov\nRepo: raptortech1/aidevops/automaton PR: 52\nFile: src/engine/manual.py:114-118\nTimestamp: 2026-03-11T14:41:45.162Z\nLearning: In this codebase, httpx.AsyncClient with a base_url does not replace the path portion when making requests; it concatenates base_path with the request path. For example, base_url=\"http://localhost:30800/api/v1\" with client.post(\"/runs/\") resolves to http://localhost:30800/api/v1/runs/ (not the host root). Do not treat this as a bug. When constructing requests, be aware that a leading slash in the request path will not strip the base_url path prefix with this httpx version. Apply this understanding when reviewing Python code that uses httpx with base_url in this repository.\n```\n\n---\n\n```\nLearnt from: JoeCarter_cpoms\nRepo: raptortech1/aidevops/automaton PR: 52\nFile: src/engine/components/mcp/tools/proxies.py:191-197\nTimestamp: 2026-03-12T13:04:15.375Z\nLearning: In the raptortech1/aidevops/automaton repo, fastmcp is pinned to >=0.4.0. For this version, use the public API on FastMCP proxy objects: add_tool_transformation(tool_name, ToolTransformConfig(...)). Do not reference ToolTransform or add_transform in fastmcp 0.4.x, as they do not exist. Available components in fastmcp.tools.tool_transform are ToolTransformConfig, TransformedTool, and apply_transformations_to_tools. Update code in src/engine/components/mcp/tools/proxies.py (and other MCP tool proxy usage in this path) to rely on add_tool_transformation with ToolTransformConfig and apply_transformations_to_tools, importing from fastmcp.tools.tool_transform. This guidance applies to all MCP tool proxy implementations within the repository that interact with the FastMCP proxy API.\n```\n\n</details>\n\n\n\n<!-- This is an auto-generated reply by CodeRabbit -->",
          "author": {
            "id": 29192424,
            "username": "group_83799584_bot_f193fb438ea511aea4aa90390380ca6a",
            "name": "****"
          },
          "created_at": "1 minute ago (2026-03-18T11:38:30.263Z)",
          "updated_at": "1 minute ago (2026-03-18T11:38:30.244Z)",
          "resolved": true
        }
      ],
      "individual_note": false
    },
    {
      "id": "3bb9d664f88a1268a108af7f441742be29c243d9",
      "notes": [
        {
          "id": 3170176563,
          "body": "added 1 commit\n\n<ul><li>2fdcf3a0 - Add session resume, --prompt flag, and robust repo resolution</li></ul>\n\n[Compare with previous version](/raptortech1/aidevops/automaton/-/merge_requests/56/diffs?diff_id=1710552693&start_sha=77f9b8ad54d475ac28ee71c32ba8df9c459c15a5)",
          "author": {
            "id": 20557012,
            "username": "JoeCarter_cpoms",
            "name": "Joe Carter"
          },
          "created_at": "9 minutes ago (2026-03-18T11:30:36.787Z)",
          "updated_at": "9 minutes ago (2026-03-18T11:30:36.792Z)",
          "resolved": false
        }
      ],
      "individual_note": true
    },
    {
      "id": "90fc052a299f4bd989690ead5357a5b7f4596c50",
      "notes": [
        {
          "id": 3170181014,
          "body": "changed the description",
          "author": {
            "id": 29192424,
            "username": "group_83799584_bot_f193fb438ea511aea4aa90390380ca6a",
            "name": "****"
          },
          "created_at": "7 minutes ago (2026-03-18T11:32:14.979Z)",
          "updated_at": "7 minutes ago (2026-03-18T11:32:14.990Z)",
          "resolved": false
        }
      ],
      "individual_note": true
    }
  ]
}