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introspect

Analyze Claude Code session logs - extract thinking blocks, tool usage stats, error patterns, debug trajectories. Triggers on: introspect, session logs, trajectory, analyze sessions, what went wrong, tool usage, thinking blocks, session history, my reasoning, past sessions, what did I do.

95

1.08x

Quality

96%

Does it follow best practices?

Impact

90%

1.08x

Average score across 3 eval scenarios

SecuritybySnyk

Risky

Do not use without reviewing

SKILL.md
Quality
Evals
Security

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 an excellent skill description that clearly defines its purpose (analyzing Claude Code session logs), lists specific capabilities (thinking blocks, tool usage stats, error patterns, debug trajectories), and provides comprehensive trigger terms. The description uses proper third-person voice and includes an explicit 'Triggers on:' clause with natural language variations users would actually say.

DimensionReasoningScore

Specificity

Lists multiple specific concrete actions: 'extract thinking blocks, tool usage stats, error patterns, debug trajectories'. These are clear, actionable capabilities.

3 / 3

Completeness

Clearly answers both what ('Analyze Claude Code session logs - extract thinking blocks, tool usage stats, error patterns, debug trajectories') and when ('Triggers on:' followed by explicit trigger terms).

3 / 3

Trigger Term Quality

Excellent coverage of natural trigger terms including 'introspect', 'session logs', 'what went wrong', 'tool usage', 'thinking blocks', 'past sessions', 'what did I do' - these match how users would naturally phrase requests.

3 / 3

Distinctiveness Conflict Risk

Highly distinctive niche focused specifically on Claude Code session analysis with unique triggers like 'introspect', 'trajectory', 'thinking blocks' that are unlikely to conflict with general coding or debugging skills.

3 / 3

Total

12

/

12

Passed

Implementation

92%

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

This is an excellent, highly actionable skill for analyzing Claude Code session logs. It provides comprehensive, copy-paste ready commands covering all major analysis scenarios with appropriate structure. The only weakness is the length - some sections like export formats or advanced analysis could be split into separate files for better progressive disclosure.

Suggestions

Consider splitting 'Advanced Analysis' and 'Export Formats' sections into separate reference files (e.g., ADVANCED.md, EXPORTS.md) with brief links from the main skill

DimensionReasoningScore

Conciseness

The skill is highly efficient with no unnecessary explanations. It assumes Claude understands jq, bash, and JSON structures, jumping directly into actionable patterns without explaining what session logs are or how JSONL works.

3 / 3

Actionability

Every section provides copy-paste ready bash/jq commands with concrete examples. Commands use real path patterns and include variable substitution patterns that can be immediately adapted.

3 / 3

Workflow Clarity

The skill is organized as a reference guide rather than a multi-step workflow, which is appropriate for its purpose. Each analysis pattern is self-contained with clear inputs and outputs. The quick reference table provides excellent navigation.

3 / 3

Progressive Disclosure

The content is well-structured with clear sections, but it's a long monolithic file (~300 lines) that could benefit from splitting advanced analysis, export formats, or usage examples into separate reference files.

2 / 3

Total

11

/

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.

Validation11 / 11 Passed

Validation for skill structure

No warnings or errors.

Repository
NeverSight/skills_feed
Reviewed

Table of Contents

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