By it-bens
Debug AI tooling behavior by analyzing output against source instructions and enabling honest self-diagnosis.
This skill should be used when the user asks to "diagnose this output", "debug this behavior", "analyze what went wrong", "perform root cause analysis", "why did the agent do this", mentions unexpected AI tooling output, or needs to understand why a skill, agent, or command deviated from its intended behavior. Provides gap analysis and targeted introspection questions against source instructions.
This skill should be used when the user pastes diagnostic questions, says "introspect", "answer these questions about your behavior", "explain why you did this", "reflect on your behavior", or provides questions generated by the diagnosing skill. Answers introspection questions about session behavior with complete honesty for behavior diagnostics workflows.
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npx claudepluginhub it-bens/ai-tools --plugin behavior-diagnosticsEnforces Sonnet model for the Explore subagent. Prevents lossy compression from Haiku during codebase exploration.
Analyze Python code in planning documents with project-type-aware thresholds (POC, MVP, Private, Enterprise, Open Source). Detects SOLID, DRY, KISS, YAGNI violations, code smells, and suggests modern Python improvements.
Enforces Opus model for the Plan subagent. Ensures maximum reasoning depth during plan mode.
Enforces Sonnet model for the Plan subagent. Ensures thorough architectural reasoning during plan mode.
Generate and validate conventional commit messages from explicit git references. Features /commit-gen to create messages, /commit-check to validate format and consistency. Automatically detects commit type (feat/fix/refactor/etc.), infers scope from file paths, identifies breaking changes. Includes body validation (presence, content quality, migration instructions) and cross-platform clipboard integration. Supports project-specific configuration via .commitmsgrc.md including optional attribution footer. Comprehensive validation for type accuracy, scope matching, subject precision, and body quality.
Read The Fucking Prompt — finds the strongest user reaction to an AI instruction-following failure in a chosen session, reconstructs the triggering assistant output, and renders a shareable terminal-style PNG.
Analytical thinking tools - dialectic analysis, bias elimination, codex consultation
Improve and test AI prompts for better Claude Code interactions
Verification-first engineering toolkit for Claude Code. 15 skills across a 5-phase spine (Investigate → Design → Implement → Verify → Ship), 8 specialist agents, an interactive setup wizard. Every skill has rationalizations + evidence requirements. Built for senior ICs and tech leads.
Audit and optimize Claude Code configurations with dynamic best-practice research
Editorial "Web Designer" bundle for Claude Code from Antigravity Awesome Skills.