116 instruction files for AI agents, collected from jellydn/my-ai-tools. Install any of them at an exact version with mdr add jellydn/my-ai-tools/<name>.
AGENTS.md AGENTS.md file
jellydn/my-ai-tools · AGENTS.md
git:20261022.251cb67 · audit A · 128 stars
git:20260913.e2e25be · audit A · 128 stars
accountable-engineering SKILL.md skill
jellydn/my-ai-tools · configs/amp/plugins/my-ai-tools-skills/skills/accountable-engineering/SKILL.md · Use explicit human checkpoints for architecture, security, rollout, or operational decisions.
git:20260913.e2e25be · audit A · 128 stars
adr SKILL.md skill
jellydn/my-ai-tools · configs/amp/plugins/my-ai-tools-skills/skills/adr/SKILL.md · Record architecture decisions with ADRs — captures why, alternatives considered, and consequences
git:20260814.d1987f5 · audit A · 128 stars
babysit-pr SKILL.md skill
jellydn/my-ai-tools · configs/amp/plugins/my-ai-tools-skills/skills/babysit-pr/SKILL.md · Use when monitoring an open GitHub PR for CI failures, review feedback, mergeability, and safe retries or fixes.
v1.0.0 · audit A · 128 stars
blindspot-pass SKILL.md skill
jellydn/my-ai-tools · configs/amp/plugins/my-ai-tools-skills/skills/blindspot-pass/SKILL.md · Inspect history and architecture for hidden constraints before risky cross-cutting changes.
git:20261007.163951e · audit A · 128 stars
capability-experiments SKILL.md skill
jellydn/my-ai-tools · configs/amp/plugins/my-ai-tools-skills/skills/capability-experiments/SKILL.md · Build an interactive report or experiment when the user asks to explore model capabilities.
git:20260913.e2e25be · audit B · 128 stars
code-quality-review SKILL.md skill
jellydn/my-ai-tools · configs/amp/plugins/my-ai-tools-skills/skills/code-quality-review/SKILL.md · Audit a diff for structural maintainability and unnecessary complexity.
git:20261104.30b60de · audit A · 128 stars
code-review SKILL.md skill
jellydn/my-ai-tools · configs/amp/plugins/my-ai-tools-skills/skills/code-review/SKILL.md · Review a branch, PR, or worktree diff for repository conventions and stated intent.
git:20261006.f663cbc · audit A · 128 stars
codemap SKILL.md skill
jellydn/my-ai-tools · configs/amp/plugins/my-ai-tools-skills/skills/codemap/SKILL.md · Create a seven-document architecture map when the user asks to map a codebase.
git:20261007.a4a976f · audit B · 128 stars
commit-atomic SKILL.md skill
jellydn/my-ai-tools · configs/amp/plugins/my-ai-tools-skills/skills/commit-atomic/SKILL.md · Group staged changes into atomic commits with commitizen convention
git:20260814.d1987f5 · audit A · 128 stars
context-discovery SKILL.md skill
jellydn/my-ai-tools · configs/amp/plugins/my-ai-tools-skills/skills/context-discovery/SKILL.md · Use MCP tools to trace behavior that spans multiple modules or history sources.
git:20260913.e2e25be · audit A · 128 stars
diagnosing-bugs SKILL.md skill
jellydn/my-ai-tools · configs/amp/plugins/my-ai-tools-skills/skills/diagnosing-bugs/SKILL.md · Build a tight, red-capable feedback loop before diagnosing failures, then minimize, test ranked hypotheses, and lock…
git:20261104.30b60de · audit A · 128 stars
doc-search SKILL.md skill
jellydn/my-ai-tools · configs/amp/plugins/my-ai-tools-skills/skills/doc-search/SKILL.md · Search project documentation — ADRs, wiki entries, conventions via ripgrep, qmd, fff, and ctx
git:20260814.d1987f5 · audit A · 128 stars
docs-update SKILL.md skill
jellydn/my-ai-tools · configs/amp/plugins/my-ai-tools-skills/skills/docs-update/SKILL.md · Update docs when code changes — reviews commits and syncs user-facing documentation
git:20260814.d1987f5 · audit A · 128 stars
draft-pull-request SKILL.md skill
jellydn/my-ai-tools · configs/amp/plugins/my-ai-tools-skills/skills/draft-pull-request/SKILL.md · Draft pull requests with structured descriptions using gh CLI
git:20261001.92308ec · audit A · 128 stars
git-context SKILL.md skill
jellydn/my-ai-tools · configs/amp/plugins/my-ai-tools-skills/skills/git-context/SKILL.md · Search git history for context — commit messages, blame, related changes, impact analysis
git:20260814.d1987f5 · audit A · 128 stars
handoffs SKILL.md skill
jellydn/my-ai-tools · configs/amp/plugins/my-ai-tools-skills/skills/handoffs/SKILL.md · Create handoff plans for continuing work across sessions
git:20261007.163951e · audit A · 128 stars
implement-spec SKILL.md skill
jellydn/my-ai-tools · configs/amp/plugins/my-ai-tools-skills/skills/implement-spec/SKILL.md · Implement a complete spec from its ticket graph, using isolated workers and one integration branch.
v1.0.0 · audit A · 128 stars
implementation-logger SKILL.md skill
jellydn/my-ai-tools · configs/amp/plugins/my-ai-tools-skills/skills/implementation-logger/SKILL.md · Log implementation decisions — tracks deviations from plan and captures rationale
git:20261007.163951e · audit A · 128 stars
llm-wiki SKILL.md skill
jellydn/my-ai-tools · configs/amp/plugins/my-ai-tools-skills/skills/llm-wiki/SKILL.md · Build a persistent compounding wiki from raw sources using the LLM Wiki pattern
git:20260814.d1987f5 · audit A · 128 stars
orchestrating-fusion SKILL.md skill
jellydn/my-ai-tools · configs/amp/plugins/my-ai-tools-skills/skills/orchestrating-fusion/SKILL.md · Coordinate a read-only lead and implementation executor when role separation is requested.
git:20260913.e2e25be · audit A · 128 stars
pickup SKILL.md skill
jellydn/my-ai-tools · configs/amp/plugins/my-ai-tools-skills/skills/pickup/SKILL.md · Resume work from previous handoff sessions stored in .planning/handoffs/
git:20260814.d1987f5 · audit A · 128 stars
plannotator-setup-goal SKILL.md skill
jellydn/my-ai-tools · configs/amp/plugins/my-ai-tools-skills/skills/plannotator-setup-goal/SKILL.md · Turn ideas into executable goal packages with guided interviews and codebase analysis
git:20261007.a4a976f · audit A · 128 stars
portless-local SKILL.md skill
jellydn/my-ai-tools · configs/amp/plugins/my-ai-tools-skills/skills/portless-local/SKILL.md · Replace port numbers with stable named .localhost URLs for local development
git:20261007.a4a976f · audit F · 128 stars
pr-review SKILL.md skill
jellydn/my-ai-tools · configs/amp/plugins/my-ai-tools-skills/skills/pr-review/SKILL.md · Fix PR review comments by implementing requested changes
git:20261007.163951e · audit A · 128 stars
pr SKILL.md skill
jellydn/my-ai-tools · configs/amp/plugins/my-ai-tools-skills/skills/pr/SKILL.md · Write a fast-to-review pull request body with a visual summary, before/after evidence, and merge-risk analysis.
v1.0.0 · audit A · 128 stars
prd SKILL.md skill
jellydn/my-ai-tools · configs/amp/plugins/my-ai-tools-skills/skills/prd/SKILL.md · Generate Product Requirements Documents from feature ideas — plans specs and requirements
git:20260814.d1987f5 · audit A · 128 stars
qmd-knowledge SKILL.md skill
jellydn/my-ai-tools · configs/amp/plugins/my-ai-tools-skills/skills/qmd-knowledge/SKILL.md · Manage project knowledge with qmd — captures learnings, decisions, and conventions
git:20260814.d1987f5 · audit A · 128 stars
quiz-me SKILL.md skill
jellydn/my-ai-tools · configs/amp/plugins/my-ai-tools-skills/skills/quiz-me/SKILL.md · Verify understanding after implementation with targeted quizzes
git:20260814.d1987f5 · audit A · 128 stars
ralph SKILL.md skill
jellydn/my-ai-tools · configs/amp/plugins/my-ai-tools-skills/skills/ralph/SKILL.md · Convert PRDs to prd.json format for the Ralph autonomous agent system
git:20260814.d1987f5 · audit A · 128 stars
retro SKILL.md skill
jellydn/my-ai-tools · configs/amp/plugins/my-ai-tools-skills/skills/retro/SKILL.md · Review a coding session and propose environment changes that prevent repeated agent mistakes.
v1.0.0 · audit A · 128 stars
security-audit SKILL.md skill
jellydn/my-ai-tools · configs/amp/plugins/my-ai-tools-skills/skills/security-audit/SKILL.md · Use when reviewing code for security vulnerabilities, hardening an application, or deriving security requirements from…
git:20260814.d1987f5 · audit A · 128 stars
slop SKILL.md skill
jellydn/my-ai-tools · configs/amp/plugins/my-ai-tools-skills/skills/slop/SKILL.md · Remove AI-generated code slop from git diffs to maintain code quality
git:20260814.d1987f5 · audit A · 128 stars
spec-interview SKILL.md skill
jellydn/my-ai-tools · configs/amp/plugins/my-ai-tools-skills/skills/spec-interview/SKILL.md · Clarify requirements through targeted questions — uncovers unknown unknowns in specs
git:20261007.163951e · audit A · 128 stars
tdd SKILL.md skill
jellydn/my-ai-tools · configs/amp/plugins/my-ai-tools-skills/skills/tdd/SKILL.md · Guide through the Red-Green-Refactor cycle for test-driven development
git:20261104.30b60de · audit A · 128 stars
tmux SKILL.md skill
jellydn/my-ai-tools · configs/amp/plugins/my-ai-tools-skills/skills/tmux/SKILL.md · Control tmux sessions remotely — send commands, capture output, manage panes
git:20260814.d1987f5 · audit A · 128 stars
visual-pr SKILL.md skill
jellydn/my-ai-tools · configs/amp/plugins/my-ai-tools-skills/skills/visual-pr/SKILL.md · Posts a concise visual outline as a GitHub pull request comment. Use only when the user explicitly asks for visual-pr.
git:20261006.3e7f51f · audit A · 128 stars
ai-slop-remover SKILL.md skill
jellydn/my-ai-tools · configs/amp/skills/ai-slop-remover/SKILL.md · Remove AI-generated code patterns that don't match codebase style
git:20260710.ba92170 · audit A · 128 stars
code-reviewer SKILL.md skill
jellydn/my-ai-tools · configs/amp/skills/code-reviewer/SKILL.md · Review code for quality, security, and best practices — read-only analysis
git:20260710.ba92170 · audit A · 128 stars
documentation-writer SKILL.md skill
jellydn/my-ai-tools · configs/amp/skills/documentation-writer/SKILL.md · Create clear documentation for code and APIs
git:20260710.ba92170 · audit A · 128 stars
security-audit SKILL.md skill
jellydn/my-ai-tools · configs/amp/skills/security-audit/SKILL.md · Audit code for security vulnerabilities — read-only analysis
git:20260710.ba92170 · audit A · 128 stars
test-generator SKILL.md skill
jellydn/my-ai-tools · configs/amp/skills/test-generator/SKILL.md · Generate comprehensive tests for code changes
git:20260710.ba92170 · audit A · 128 stars
git:20260913.e2e25be · audit A · 128 stars
git:20260929.5ca09a8 · audit A · 128 stars
git:20260913.e2e25be · audit A · 128 stars
ai-slop-remover SKILL.md skill
jellydn/my-ai-tools · configs/cline/skills/ai-slop-remover/SKILL.md · Remove AI-generated code patterns that don't match codebase style
git:20260710.ba92170 · audit A · 128 stars
code-reviewer SKILL.md skill
jellydn/my-ai-tools · configs/cline/skills/code-reviewer/SKILL.md · Review code for quality, security, and best practices — read-only analysis
git:20260710.ba92170 · audit A · 128 stars
documentation-writer SKILL.md skill
jellydn/my-ai-tools · configs/cline/skills/documentation-writer/SKILL.md · Create clear documentation for code and APIs
git:20260710.ba92170 · audit A · 128 stars
security-audit SKILL.md skill
jellydn/my-ai-tools · configs/cline/skills/security-audit/SKILL.md · Audit code for security vulnerabilities — read-only analysis
git:20260710.ba92170 · audit A · 128 stars
test-generator SKILL.md skill
jellydn/my-ai-tools · configs/cline/skills/test-generator/SKILL.md · Generate comprehensive tests for code changes
git:20260710.ba92170 · audit A · 128 stars
git:20260913.e2e25be · audit A · 128 stars
git:20260913.e2e25be · audit A · 128 stars
git:20260913.e2e25be · audit A · 128 stars
git:20260913.e2e25be · audit A · 128 stars
git:20260913.e2e25be · audit A · 128 stars
git:20260913.e2e25be · audit A · 128 stars
git:20260913.e2e25be · audit A · 128 stars
git:20260913.e2e25be · audit A · 128 stars
git:20260913.e2e25be · audit A · 128 stars
git:20260913.e2e25be · audit A · 128 stars
git:20260913.e2e25be · audit A · 128 stars
git:20260913.e2e25be · audit A · 128 stars
git:20260913.e2e25be · audit A · 128 stars
git:20260913.e2e25be · audit A · 128 stars
git:20260913.e2e25be · audit A · 128 stars
ai-slop-remover SKILL.md skill
jellydn/my-ai-tools · configs/kimi-code/skills/ai-slop-remover/SKILL.md · Remove AI-generated code patterns that don't match codebase style
git:20260710.ba92170 · audit A · 128 stars
code-reviewer SKILL.md skill
jellydn/my-ai-tools · configs/kimi-code/skills/code-reviewer/SKILL.md · Review code for quality, security, and best practices — read-only analysis
git:20260710.ba92170 · audit A · 128 stars
documentation-writer SKILL.md skill
jellydn/my-ai-tools · configs/kimi-code/skills/documentation-writer/SKILL.md · Create clear documentation for code and APIs
git:20260710.ba92170 · audit A · 128 stars
security-audit SKILL.md skill
jellydn/my-ai-tools · configs/kimi-code/skills/security-audit/SKILL.md · Audit code for security vulnerabilities — read-only analysis
git:20260710.ba92170 · audit A · 128 stars
test-generator SKILL.md skill
jellydn/my-ai-tools · configs/kimi-code/skills/test-generator/SKILL.md · Generate comprehensive tests for code changes
git:20260710.ba92170 · audit A · 128 stars
git:20260913.e2e25be · audit A · 128 stars
git:20260913.e2e25be · audit A · 128 stars
git:20260913.e2e25be · audit A · 128 stars
git:20260913.e2e25be · audit A · 128 stars
git:20260913.e2e25be · audit A · 128 stars
git:20260913.e2e25be · audit A · 128 stars
git:20260913.e2e25be · audit A · 128 stars
accountable-engineering SKILL.md skill
jellydn/my-ai-tools · skills/accountable-engineering/SKILL.md · Use explicit human checkpoints for architecture, security, rollout, or operational decisions.
git:20260913.e2e25be · audit A · 128 stars
adr SKILL.md skill
jellydn/my-ai-tools · skills/adr/SKILL.md · Record architecture decisions with ADRs — captures why, alternatives considered, and consequences
git:20260708.83bb509 · audit A · 128 stars
babysit-pr SKILL.md skill
jellydn/my-ai-tools · skills/babysit-pr/SKILL.md · Use when monitoring an open GitHub PR for CI failures, review feedback, mergeability, and safe retries or fixes.
v1.0.0 · audit A · 128 stars
blindspot-pass SKILL.md skill
jellydn/my-ai-tools · skills/blindspot-pass/SKILL.md · Inspect history and architecture for hidden constraints before risky cross-cutting changes.
git:20261007.163951e · audit A · 128 stars
capability-experiments SKILL.md skill
jellydn/my-ai-tools · skills/capability-experiments/SKILL.md · Build an interactive report or experiment when the user asks to explore model capabilities.
git:20260913.e2e25be · audit B · 128 stars
code-quality-review SKILL.md skill
jellydn/my-ai-tools · skills/code-quality-review/SKILL.md · Audit a diff for structural maintainability and unnecessary complexity.
git:20261104.30b60de · audit A · 128 stars
code-review SKILL.md skill
jellydn/my-ai-tools · skills/code-review/SKILL.md · Review a branch, PR, or worktree diff for repository conventions and stated intent.
git:20261006.f663cbc · audit A · 128 stars
codemap SKILL.md skill
jellydn/my-ai-tools · skills/codemap/SKILL.md · Create a seven-document architecture map when the user asks to map a codebase.
git:20261007.a4a976f · audit B · 128 stars
commit-atomic SKILL.md skill
jellydn/my-ai-tools · skills/commit-atomic/SKILL.md · Group staged changes into atomic commits with commitizen convention
git:20260708.83bb509 · audit A · 128 stars
context-discovery SKILL.md skill
jellydn/my-ai-tools · skills/context-discovery/SKILL.md · Use MCP tools to trace behavior that spans multiple modules or history sources.
git:20260913.e2e25be · audit A · 128 stars
diagnosing-bugs SKILL.md skill
jellydn/my-ai-tools · skills/diagnosing-bugs/SKILL.md · Build a tight, red-capable feedback loop before diagnosing failures, then minimize, test ranked hypotheses, and lock…
git:20261104.30b60de · audit A · 128 stars
doc-search SKILL.md skill
jellydn/my-ai-tools · skills/doc-search/SKILL.md · Search project documentation — ADRs, wiki entries, conventions via ripgrep, qmd, fff, and ctx
git:20260710.ba92170 · audit A · 128 stars
docs-update SKILL.md skill
jellydn/my-ai-tools · skills/docs-update/SKILL.md · Update docs when code changes — reviews commits and syncs user-facing documentation
git:20260709.42d5cb9 · audit A · 128 stars
draft-pull-request SKILL.md skill
jellydn/my-ai-tools · skills/draft-pull-request/SKILL.md · Draft pull requests with structured descriptions using gh CLI
git:20261001.92308ec · audit A · 128 stars
git-context SKILL.md skill
jellydn/my-ai-tools · skills/git-context/SKILL.md · Search git history for context — commit messages, blame, related changes, impact analysis
git:20260710.ba92170 · audit A · 128 stars
handoffs SKILL.md skill
jellydn/my-ai-tools · skills/handoffs/SKILL.md · Create handoff plans for continuing work across sessions
git:20261007.163951e · audit A · 128 stars
implement-spec SKILL.md skill
jellydn/my-ai-tools · skills/implement-spec/SKILL.md · Implement a complete spec from its ticket graph, using isolated workers and one integration branch.
v1.0.0 · audit A · 128 stars
implementation-logger SKILL.md skill
jellydn/my-ai-tools · skills/implementation-logger/SKILL.md · Log implementation decisions — tracks deviations from plan and captures rationale
git:20261007.163951e · audit A · 128 stars
llm-wiki SKILL.md skill
jellydn/my-ai-tools · skills/llm-wiki/SKILL.md · Build a persistent compounding wiki from raw sources using the LLM Wiki pattern
git:20260708.83bb509 · audit A · 128 stars
orchestrating-fusion SKILL.md skill
jellydn/my-ai-tools · skills/orchestrating-fusion/SKILL.md · Coordinate a read-only lead and implementation executor when role separation is requested.
git:20260913.e2e25be · audit A · 128 stars
pickup SKILL.md skill
jellydn/my-ai-tools · skills/pickup/SKILL.md · Resume work from previous handoff sessions stored in .planning/handoffs/
git:20260710.ba92170 · audit A · 128 stars
plannotator-setup-goal SKILL.md skill
jellydn/my-ai-tools · skills/plannotator-setup-goal/SKILL.md · Turn ideas into executable goal packages with guided interviews and codebase analysis
git:20261007.a4a976f · audit A · 128 stars
portless-local SKILL.md skill
jellydn/my-ai-tools · skills/portless-local/SKILL.md · Replace port numbers with stable named .localhost URLs for local development
git:20261007.a4a976f · audit F · 128 stars
pr-review SKILL.md skill
jellydn/my-ai-tools · skills/pr-review/SKILL.md · Fix PR review comments by implementing requested changes
git:20261007.163951e · audit A · 128 stars
pr SKILL.md skill
jellydn/my-ai-tools · skills/pr/SKILL.md · Write a fast-to-review pull request body with a visual summary, before/after evidence, and merge-risk analysis.
v1.0.0 · audit A · 128 stars
prd SKILL.md skill
jellydn/my-ai-tools · skills/prd/SKILL.md · Generate Product Requirements Documents from feature ideas — plans specs and requirements
git:20260708.83bb509 · audit A · 128 stars
qmd-knowledge SKILL.md skill
jellydn/my-ai-tools · skills/qmd-knowledge/SKILL.md · Manage project knowledge with qmd — captures learnings, decisions, and conventions
git:20260804.d59a039 · audit A · 128 stars
quiz-me SKILL.md skill
jellydn/my-ai-tools · skills/quiz-me/SKILL.md · Verify understanding after implementation with targeted quizzes
git:20260711.67f7c7c · audit A · 128 stars
ralph SKILL.md skill
jellydn/my-ai-tools · skills/ralph/SKILL.md · Convert PRDs to prd.json format for the Ralph autonomous agent system
git:20260709.42d5cb9 · audit A · 128 stars
retro SKILL.md skill
jellydn/my-ai-tools · skills/retro/SKILL.md · Review a coding session and propose environment changes that prevent repeated agent mistakes.
v1.0.0 · audit A · 128 stars
security-audit SKILL.md skill
jellydn/my-ai-tools · skills/security-audit/SKILL.md · Use when reviewing code for security vulnerabilities, hardening an application, or deriving security requirements from…
git:20260804.67f572e · audit A · 128 stars
slop SKILL.md skill
jellydn/my-ai-tools · skills/slop/SKILL.md · Remove AI-generated code slop from git diffs to maintain code quality
git:20260710.ba92170 · audit A · 128 stars
spec-interview SKILL.md skill
jellydn/my-ai-tools · skills/spec-interview/SKILL.md · Clarify requirements through targeted questions — uncovers unknown unknowns in specs
git:20261007.163951e · audit A · 128 stars
tdd SKILL.md skill
jellydn/my-ai-tools · skills/tdd/SKILL.md · Guide through the Red-Green-Refactor cycle for test-driven development
git:20261104.30b60de · audit A · 128 stars
tmux SKILL.md skill
jellydn/my-ai-tools · skills/tmux/SKILL.md · Control tmux sessions remotely — send commands, capture output, manage panes
git:20260708.83bb509 · audit A · 128 stars
visual-pr SKILL.md skill
jellydn/my-ai-tools · skills/visual-pr/SKILL.md · Posts a concise visual outline as a GitHub pull request comment. Use only when the user explicitly asks for visual-pr.
git:20261006.3e7f51f · audit A · 128 stars
git:20260703.3877616 · audit A · 128 stars
git:20260703.3877616 · audit B · 128 stars