memory-merger
Reviews mature LESSONS-LEARNED.md entries, rewrites them as permanent rules in skill/instruction files, and archives graduated lessons. Use when graduating lessons into skills, promoting validated lessons, updating skills from past learnings, archiving mature lessons, codifying repeated patterns, or cleaning up a crowded LESSONS-LEARNED.md.
100
100%
Does it follow best practices?
Impact
Pending
No eval scenarios have been run
Passed
No known issues
Quality
Discovery
100%Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.
This is a well-crafted skill description that excels across all dimensions. It clearly specifies concrete actions (review, rewrite, archive), provides an explicit 'Use when...' clause with diverse trigger terms, and occupies a distinct niche that is unlikely to conflict with other skills. The third-person voice is used correctly throughout.
| Dimension | Reasoning | Score |
|---|---|---|
Specificity | Lists multiple specific concrete actions: 'reviews mature LESSONS-LEARNED.md entries', 'rewrites them as permanent rules in skill/instruction files', and 'archives graduated lessons'. These are clear, actionable operations. | 3 / 3 |
Completeness | Clearly answers both 'what' (reviews, rewrites, archives lessons-learned entries into skill files) and 'when' with an explicit 'Use when...' clause listing six specific trigger scenarios. | 3 / 3 |
Trigger Term Quality | Includes strong natural trigger terms users would say: 'graduating lessons into skills', 'promoting validated lessons', 'updating skills from past learnings', 'archiving mature lessons', 'codifying repeated patterns', 'cleaning up a crowded LESSONS-LEARNED.md'. Good coverage of variations. | 3 / 3 |
Distinctiveness Conflict Risk | Highly distinctive niche focused specifically on the LESSONS-LEARNED.md to skill file graduation workflow. The specific file references (LESSONS-LEARNED.md, skill/instruction files) and domain-specific terminology (graduating, archiving, codifying) make it unlikely to conflict with other skills. | 3 / 3 |
Total | 12 / 12 Passed |
Implementation
100%Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
This is a well-crafted skill that efficiently communicates a multi-step process with clear thresholds, concrete templates, explicit validation checkpoints, and appropriate progressive disclosure. The anti-patterns section adds valuable guardrails, and the quality gates checklist ensures merge operations are verified. The content is concise while remaining comprehensive.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The content is lean and efficient. Every section serves a purpose — criteria table, numbered workflow, merge protocol, quality gates, and anti-patterns. No unnecessary explanations of concepts Claude already knows. The table format for run criteria is particularly token-efficient. | 3 / 3 |
Actionability | Provides concrete templates (the draft edit format, the archive markdown format, the attribution comment syntax), specific thresholds (3+ citations, 60 days, 50 entries), explicit strategies, and a checklist. The guidance is specific enough to execute without ambiguity. | 3 / 3 |
Workflow Clarity | The 6-step numbered workflow is clearly sequenced, with steps 3-6 expanded in the Merge Protocol section. Validation is explicit via the Quality Gates checklist, including a smoke verification step. The anti-patterns section provides guardrails against common failure modes, and the 'never delete' constraint is clearly stated. | 3 / 3 |
Progressive Disclosure | The skill provides a clear overview with the workflow, then expands key steps in the Merge Protocol section. The worked example is appropriately delegated to REFERENCE.md with a clear one-level-deep reference. Content is well-organized across sections without being monolithic. | 3 / 3 |
Total | 12 / 12 Passed |
Validation
100%Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.
Validation — 11 / 11 Passed
Validation for skill structure
No warnings or errors.
- Repository
- monkilabs/opencastle
- Commit
18c6f2c
- Reviewed
Table of Contents
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