feat: add Topic Memory prompt management and Dashboard support by frf12 · Pull Request #1536 · oceanbase/powercontext

frf12 · 2026-09-09T18:54:17Z

Summary

Adds Scope-level Prompt management for Topic Memory generation stages and read-only Topic Memory/Profile Dashboard views.

Validation

Topic Memory processing tests: 40 passed
Dashboard self-test: Topic Memory/Profile pages, exact revision status, and paginated browsing
Generated API check, compileall, ruff, and diff check: passed

The prompt demonstration and stage-validation follow-ups remain with the prompt-management implementation owner.

github-actions

license-eye has checked 1434 files.

Valid	Invalid	Ignored	Fixed
1014	1	419	0

Click to see the invalid file list

src/powercontext/server/dashboard/templates/topics.html

Use this command to fix any missing license headers

```bash

docker run -it --rm -v $(pwd):/github/workspace apache/skywalking-eyes header fix

</details>

github-actions · 2026-09-09T20:06:48Z

@@ -0,0 +1,27 @@
+{% from 'components/page-heading.html' import page_heading %}


Suggested change

{% from 'components/page-heading.html' import page_heading %}



{% from 'components/page-heading.html' import page_heading %}

github-actions

license-eye has checked 1435 files.

Valid	Invalid	Ignored	Fixed
1014	2	419	0

Click to see the invalid file list

src/powercontext/server/dashboard/templates/profile.html
src/powercontext/server/dashboard/templates/topics.html

Use this command to fix any missing license headers

```bash

docker run -it --rm -v $(pwd):/github/workspace apache/skywalking-eyes header fix

</details>

github-actions · 2026-09-09T20:10:46Z

@@ -0,0 +1,14 @@
+{% from 'components/page-heading.html' import page_heading %}


Suggested change

{% from 'components/page-heading.html' import page_heading %}



{% from 'components/page-heading.html' import page_heading %}

Teingi · 2026-09-10T06:01:48Z

            ("skill.generate", skill_generator, generated_skill),
            ("handoff.generate", handoff_pipeline, generated_handoff),
+            *(
+                (f"topic_memory.{stage}", None, object())


[P2] Register demonstration generators for the Topic Prompt keys

These seven keys are advertised as supported, but _register_prompt_demonstrators() still registers only the existing keys. With the same configured model, all seven Topic demonstration endpoints return 422 prompt_customization_unavailable, while memory.extract returns 200. Please register their demonstration generators as well so the newly exposed endpoints work.

Teingi · 2026-09-10T06:01:48Z

                )
                output = self.output_type.model_validate_json(
-                    json.dumps(demonstration.expected_output), strict=True, extra="forbid"
+                    json.dumps(demonstration.expected_output), strict=strict, extra="forbid"


[P2] Validate Topic demonstrations against the stage's reference rules

validate_demonstration() has no branches for the new Topic types. I could save a Probe example citing an absent evidence ID, a Planner example referencing an absent probe, and a Reduce example with covered_indices: [99] for one input; all returned 201. These examples are then included in the model instructions even though the runtime rejects the corresponding outputs. Please validate the stage-specific reference and coverage rules before accepting demonstrations.

Teingi · 2026-09-10T06:01:48Z

+  <section class="col-lg-7" aria-labelledby="topic-detail-heading"><div class="card"><div class="card-body">
+    {% if errors.get('topic_memory_selected') %}{{ read_error(errors.topic_memory_selected, t.topic_memory) }}
+    {% elif data.topic_memory_selected %}{% set topic = data.topic_memory_selected %}
+      <div class="d-flex justify-content-between gap-3"><div><h2 class="card-title mb-1" id="topic-detail-heading">{{ topic.title }}</h2><code>topic-memory/{{ topic.artifact.artifact_id }}@{{ topic.artifact.revision }}</code></div><span class="badge bg-green-lt">{{ t.current_revision }}</span></div>


[P2] Show the selected revision's actual publication status

The badge always says "Current revision", including for historical links. After publishing revision 2, opening the revision-1 URL still shows the old content with this green badge, although the repository reports is_current=False. Please use the actual current-head status when rendering the badge so an old bookmark does not present superseded content as current.

Teingi · 2026-09-10T06:01:49Z

+                }
+                for item in items
+            ],
+            "next_cursor": None,


[P2] Preserve a cursor for browsing more than 50 topics

This reads only the first 50 heads and always reports next_cursor=None; the page also has no pagination control. With 51 published topics, I could browse only the newest 50, with no way to reach the oldest through the list. Please pass through the repository's existing keyset cursor and add a next-page link.

frf12 · 2026-09-10T06:34:05Z

Review follow-up:

The license-eye findings for the Topic Memory and Profile templates are fixed with the repository-compatible Apache headers.
The Dashboard review about historical revision status is fixed: the detail badge now reflects the actual current-head status.
The Dashboard review about browsing beyond the first 50 Topic Memory heads is fixed with the existing keyset cursor and previous/next pagination links.
The prompt demonstration registration and stage-specific validation comments are intentionally not changed in this Dashboard follow-up; they concern prompt-management runtime behavior and should be handled by the prompt implementation owner.

frf12 force-pushed the agent/agent/24b90edf9231 branch from 05e4327 to 92e0385 Compare September 9, 2026 19:22

frf12 changed the title ~~POWE-119: add Topic Memory prompt management~~ POWE-119 / POWE-120: Topic Memory prompt and Dashboard support Sep 9, 2026

github-actions Bot reviewed Sep 9, 2026

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frf12 force-pushed the agent/agent/24b90edf9231 branch 3 times, most recently from 7a60dc0 to 92e0385 Compare September 9, 2026 20:25

frf12 changed the title ~~POWE-119 / POWE-120: Topic Memory prompt and Dashboard support~~ POWE-119 / POWE-120 / POWE-121: Topic Memory and Dashboard support Sep 10, 2026

frf12 force-pushed the agent/agent/24b90edf9231 branch from 92e0385 to 7a60dc0 Compare September 10, 2026 03:53

Zxf-xufeng mentioned this pull request Sep 10, 2026

feat(profile): support scoped custom prompts #1541

Merged

Teingi reviewed Sep 10, 2026

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frf12 added 4 commits September 10, 2026 14:32

feat: fix Topic Memory prompt CI gates

bccf808

feat: add Topic Memory dashboard

5f10cd6

feat: add Profile dashboard view

23c5502

fix: improve Topic Memory dashboard browsing

b2cf9d3

frf12 force-pushed the agent/agent/24b90edf9231 branch from 7a60dc0 to b2cf9d3 Compare September 10, 2026 06:33

frf12 changed the title ~~POWE-119 / POWE-120 / POWE-121: Topic Memory and Dashboard support~~ feat: add Topic Memory prompt management and Dashboard support Sep 10, 2026

frf12 closed this Sep 10, 2026

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feat: add Topic Memory prompt management and Dashboard support#1536
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		@@ -0,0 +1,27 @@
		{% from 'components/page-heading.html' import page_heading %}

-{% from 'components/page-heading.html' import page_heading %}
+<!--
+  ~ Copyright (c) 2026 OceanBase.
+  ~
+  ~ Licensed under the Apache License, Version 2.0 (the "License");
+  ~ you may not use this file except in compliance with the License.
+  ~ You may obtain a copy of the License at
+  ~
+  ~ http://www.apache.org/licenses/LICENSE-2.0
+  ~
+  ~ Unless required by applicable law or agreed to in writing, software
+  ~ distributed under the License is distributed on an "AS IS" BASIS,
+  ~ WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+  ~ See the License for the specific language governing permissions and
+  ~ limitations under the License.
+-->
+{% from 'components/page-heading.html' import page_heading %}

		@@ -0,0 +1,14 @@
		{% from 'components/page-heading.html' import page_heading %}

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frf12 commented Sep 9, 2026 •

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