docs: add skill evolution harness research#576
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Pull request overview
Adds new research documentation describing a proposed “Skill Evolution Harness” agent middleware for Xpert, and wires the new pages into the Mintlify docs navigation (English + Simplified Chinese). The docs outline intended middleware tools, recording layout, background pipeline stages, and proposed integration points with existing skill package and runtime concepts.
Changes:
- Added English research guide:
docs/en/guides/skill-evolution-harness.mdx - Added Simplified Chinese research guide:
docs/zh-hans/guides/skill-evolution-harness.mdx - Linked both pages into
docs/docs.jsonnavigation
Reviewed changes
Copilot reviewed 3 out of 3 changed files in this pull request and generated 3 comments.
| File | Description |
|---|---|
| docs/en/guides/skill-evolution-harness.mdx | New English research doc for the proposed skill evolution harness middleware and integration points. |
| docs/zh-hans/guides/skill-evolution-harness.mdx | New Simplified Chinese version of the same research/design doc. |
| docs/docs.json | Adds both new guides to Mintlify navigation (EN + zh-Hans). |
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| | File-memory layering | `xpertplugins/xpertai/middlewares/file-memory/src/lib/layer-resolver.ts` | File-memory uses `xperts/<xpertId>/private` and `xperts/<xpertId>/shared` layers. | | ||
| | File-memory background runner | `xpertplugins/xpertai/middlewares/file-memory/src/lib/file-memory.writeback-runner.ts` | In-memory per-scope background runner pattern for async writeback. | |
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| | File-memory 分层 | `xpertplugins/xpertai/middlewares/file-memory/src/lib/layer-resolver.ts` | file-memory 已有 `xperts/<xpertId>/private` 和 `xperts/<xpertId>/shared` 分层。 | | ||
| | File-memory 后台任务 | `xpertplugins/xpertai/middlewares/file-memory/src/lib/file-memory.writeback-runner.ts` | 提供可参考的进程内后台 runner 模式。 | |
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| - Missing `endSkillTask`: `afterAgent` auto-closes as incomplete and does not auto-install. | ||
| - Missing evidence: recording is retained, candidate is rejected. | ||
| - Analyzer output not grounded: candidate is rejected. |
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Summary
Validation