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skill-idea-miner

Mine Claude Code session logs for skill idea candidates. Use when running the weekly skill generation pipeline to extract, score, and backlog new skill ideas from recent coding sessions.

70

Quality

86%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

SKILL.md
Quality
Evals
Security

Quality

Content

87%

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

A well-organized, actionable body with executable commands, concrete output examples, and clean one-level-deep references. The one gap is the absence of validation/checkpoint steps in the batch mining and scoring workflow.

Suggestions

Add an explicit validation checkpoint after Stage 1 (e.g. verify raw_candidates.yaml is non-empty and well-formed before scoring) and a retry/fail path for Claude CLI calls in Stage 2.

Document a verification step for the merged backlog (e.g. confirm new ideas were appended and dedup thresholds held) to close the batch-operation feedback loop.

Resolve the missing scripts/run_skill_generation_pipeline.py referenced in 'When to Use', or correct the path to an existing entrypoint.

DimensionReasoningScore

Conciseness

The body is lean and assumes Claude's competence — it does not explain what session logs or YAML are, and every section (Quick Start, stages, output format) earns its place with concrete reference material.

3 / 3

Actionability

Quick Start gives copy-paste-ready commands referencing real scripts (e.g. 'python3 scripts/mine_session_logs.py --dry-run --output-dir reports/'), and output-format blocks show concrete YAML the tool actually produces.

3 / 3

Workflow Clarity

Stage 1 and Stage 2 are clearly sequenced, but this batch operation (scanning many sessions, batch scoring) has no explicit validation or error-recovery checkpoints, which caps workflow clarity at 2 per the rubric's batch-operations guideline.

2 / 3

Progressive Disclosure

The closing '## Resources' section signals one-level-deep references to the rubric and both scripts, all of which exist in the bundle, and the SKILL.md stays an overview pointing to those details.

3 / 3

Total

11

/

12

Passed

Description

85%

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

A strong, third-person description with explicit what/when structure and concrete actions. Its main weakness is the trigger phrase, which leans on internal pipeline jargon rather than language a user would naturally utter.

Suggestions

Reword the 'Use when' trigger toward natural user phrasing, e.g. 'Use when you want to find or generate new skill ideas from recent Claude Code sessions.'

Add common trigger variations users might say (e.g. 'mine session logs', 'find skill ideas', 'refresh the skill backlog') alongside the pipeline trigger.

DimensionReasoningScore

Specificity

The description lists multiple concrete actions — 'Mine Claude Code session logs', 'extract, score, and backlog new skill ideas' — matching the anchor for listing several specific concrete actions.

3 / 3

Completeness

It clearly states what the skill does ('Mine…session logs for skill idea candidates') and gives an explicit 'Use when…' trigger clause, answering both what and when.

3 / 3

Trigger Term Quality

The trigger 'Use when running the weekly skill generation pipeline' is procedural jargon a user would not naturally say; it has some relevant keywords ('skill idea candidates', 'session logs') but misses common natural phrasings.

2 / 3

Distinctiveness Conflict Risk

The niche (mining Claude Code session logs for skill ideas) and its pipeline-bound trigger are distinctive and unlikely to fire for unrelated skills.

3 / 3

Total

11

/

12

Passed

Validation

93%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation15 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

referenced_paths_exist

Referenced path issues: 1 missing

Warning

Total

15

/

16

Passed

Repository
tradermonty/claude-trading-skills
Reviewed

Table of Contents

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