Content
42%Weight 40%Scale 1-5Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
The operational core (activation criteria, config example, hook setup, pattern taxonomy) is well structured and largely concrete, but it is undermined by a large roadmap/research section that wastes tokens, a hook script that is referenced but absent from the bundle, and no validation or failure handling in the workflow. The skill reads as half implementation guide, half design memo.
Suggestions
Remove or move the '对比说明（研究：2025年1月）' and '潜在的 v2 增强功能' sections into a separate references/ file (or delete them), and drop the '/Users/affoon/...' personal absolute path — this alone would lift conciseness.
Ship the actual evaluate-session.sh in scripts/ (or inline its contents) and define the learned-skill file format and the /learn command, since the hook currently points at a file that does not exist in the bundle.
Add validation checkpoints to the workflow: what the hook should do when a session is too short, when extraction finds nothing, and how extracted skills are reviewed before being written to ~/.claude/skills/learned/ (especially when auto_approve is false).
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | Several sections add no operational value: the entire '对比说明（研究：2025年1月）' Homunculus comparison table, the '潜在的 v2 增强功能' roadmap, and a pointer to a personal absolute path ('/Users/affoon/Documents/tasks/12-continuous-learning-v2.md') that is broken for any other user. The guideline explicitly penalizes time-sensitive material ('研究：2025年1月') outside a deprecated section, and the '为什么使用停止钩子' section over-explains a design choice Claude can reason about itself. Not 3, because the padding is substantial (roughly a third of the body) rather than incidental. | 2 / 5 |
Actionability | The config.json block and the Stop-hook settings.json snippet are concrete and copy-paste ready, and the pattern-type table is specific. However the referenced hook command '~/.claude/skills/continuous-learning/evaluate-session.sh' is not present in the bundle (no scripts/ directory) and is never defined, the '/learn' command is mentioned without definition, and the actual extraction logic and learned-skill file format are absent. Not 4, because the executable core of the skill is missing; not 2, because the provided snippets are real and complete in themselves. | 3 / 5 |
Workflow Clarity | '工作原理' lists a three-step sequence (session evaluation → pattern detection → skill extraction) and the hook setup is given, but the steps are high-level descriptions with no commands, no validation checkpoints, and no error handling for a hook that automatically writes skill files to disk (auto_approve is configurable but never validated). This matches the anchor 'steps listed but validation gaps; sequence present but checkpoints missing'. Not 4, because no checkpoint or failure path is described anywhere. | 3 / 5 |
Progressive Disclosure | The body is well-sectioned with clear headers, but no bundle files exist (no references/, scripts/, or assets/ directories) while the body points to a script path and a spec file that do not exist — dangling references. The v2 research/comparison content clearly belongs in a separate reference file but is inlined. This fits 'some structure but could be better organized; references present but not clearly signaled; content that should be separate is inline'. Not 4, because the inlined research section and non-existent referenced files are real organization failures. | 3 / 5 |
Total | 11 / 20 Passed |