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samjhecht AI Skills

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Browse published AI skills maintained by samjhecht. Compare skill descriptions and follow each source repository for setup instructions.

Author statistics

Indexed skills

56

Repository stars across indexed skills

168

Repository forks

56

Average repository stars per indexed skill

3

Repository stars may repeat across skills from the same repository.

56 skills

Browse skills

GitHub

capture-new-idea

samjhecht

Capture user ideas verbatim in .wrangler/ideas/ directory using the MCP issues_create tool with type='idea'. Preserves exact user wording without interpretation or enhancement.

GitHub

verify-governance

samjhecht

Verify integrity and completeness of governance framework - checks all required files exist, are properly formatted, have current metrics, and align with each other

GitHub

housekeeping

samjhecht

Perform comprehensive project housekeeping - update roadmap, reconcile issues with implementation reality, organize completed work, and identify drift. This is a workflow skill that coordinates multiple paralle...

GitHub

root-cause-tracing

samjhecht

Use when errors occur deep in execution and you need to trace back to find the original trigger - systematically traces bugs backward through call stack, adding instrumentation when needed, to identify source o...

GitHub

worktree-isolation

samjhecht

Use when implementing features in git worktrees to ensure all changes stay in the correct worktree - prevents "bleeding" of changes back to main branch

GitHub

refresh-metrics

samjhecht

Auto-update status metrics across governance documents - scans MCP issues/specs to calculate current counts and percentages, updates README files and NEXT_STEPS with accurate data

GitHub

subagent-driven-development

samjhecht

Use when executing implementation plans with independent tasks in the current session - dispatches fresh subagent for each task with code review between tasks, enabling fast iteration with quality gates

GitHub

executing-plans

samjhecht

Use when partner provides a complete implementation plan to execute in controlled batches with review checkpoints - loads plan, reviews critically, executes tasks in batches, reports for review between batches

GitHub

create-new-issue

samjhecht

For use when a new issue/task has been identified and needs to be formally captured using the Wrangler MCP issue management system. Use this skill to create new issues via the issues_create MCP tool with approp...

GitHub

defense-in-depth

samjhecht

Use when invalid data causes failures deep in execution, requiring validation at multiple system layers - validates at every layer data passes through to make bugs structurally impossible

GitHub

verification-before-completion

samjhecht

Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any success claims; evidence before as...

GitHub

sharing-skills

samjhecht

Use when you've developed a broadly useful skill and want to contribute it upstream via pull request - guides process of branching, committing, pushing, and creating PR to contribute skills back to upstream rep...

GitHub

organize-root-files

samjhecht

Clean up and organize markdown files dumped at project root. Routes files to appropriate directories (memos/, docs/, devops/docs/) or deletes obsolete content. Follows project file organization guidelines from...

GitHub

sitrep

samjhecht

Generate situational awareness report showing new memos, recent commits, decisions, questions, and roadmap work since user's last sitrep. Use when user asks "what's new", "catch me up", "status update", "what d...

GitHub

testing-anti-patterns

samjhecht

Use when writing or changing tests, adding mocks, or tempted to add test-only methods to production code - prevents testing mock behavior, production pollution with test-only methods, and mocking without unders...

GitHub

writing-specifications

samjhecht

Use when creating technical specifications for features, systems, or architectural designs. Creates comprehensive specification documents using the Wrangler MCP issue management system with proper structure and...

GitHub

frontend-design

samjhecht

Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, or applications. Generates creative, polished code that avoid...

GitHub

frontend-visual-regression-testing

samjhecht

Use when implementing UI components, design systems, or responsive layouts - verifies visual correctness through screenshot comparison and DevTools verification; prevents shipping broken UI

GitHub

validating-roadmap

samjhecht

Validates specification consistency, identifies implementation gaps, reviews roadmap coherence. Ensures documentation aligns, tasks are realistic, and dependencies are clear.

GitHub

systematic-debugging

samjhecht

Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes - four-phase framework (root cause investigation, pattern analysis, hypothesis testing, implementation) that ensures u...

GitHub

testing-skills-with-subagents

samjhecht

DEPRECATED - Use writing-skills instead. This skill has been consolidated into writing-skills which now contains both skill creation and testing methodology.

GitHub

writing-skills

samjhecht

Use when creating new skills, editing existing skills, testing skills with pressure scenarios, or verifying skills work before deployment - applies TDD to process documentation by running baseline tests, writin...

The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.