34 instruction files for AI agents, collected from dzhng/skills. Install any of them at an exact version with mdr add dzhng/skills/<name>.
audit-agents SKILL.md skill
dzhng/skills · skills/authoring/audit-agents/SKILL.md · Audit or rewrite AGENTS.md so it holds only lasting principles. Run it only when the user asks for it by name; never…
git:20261002.5fa4602 · audit A · 1,377 stars
eval-skills SKILL.md skill
dzhng/skills · skills/authoring/eval-skills/SKILL.md · Eval and improve a skill against golden cases — run the target skill blind in a fresh, context-free subagent on each…
git:20260705.adffd39 · audit A · 1,377 stars
write-skills SKILL.md skill
dzhng/skills · skills/authoring/write-skills/SKILL.md · Create or revise agent skills. Use when adding a new skill file, renaming a skill, simplifying an existing skill…
git:20261004.3e02e02 · audit A · 1,377 stars
audit-choices SKILL.md skill
dzhng/skills · skills/engineering/audit-choices/SKILL.md · Audit the choices an implementing agent made, not its diff — a pure decision audit that traces the session's history…
git:20260813.dbb1aa5 · audit A · 1,377 stars
audit-performance SKILL.md skill
dzhng/skills · skills/engineering/audit-performance/SKILL.md · Audit and prioritize performance work through bounded-work and forward-progress checks. Use when asked to find…
git:20261002.8aea537 · audit A · 1,377 stars
audit-tests SKILL.md skill
dzhng/skills · skills/engineering/audit-tests/SKILL.md · Audit whether tests earn their maintenance cost and which suite owns each contract. Use when pruning redundant tests…
git:20260929.2fa832d · audit A · 1,377 stars
auto-research SKILL.md skill
dzhng/skills · skills/engineering/auto-research/SKILL.md · Run fast, progressive experiments to map tunable parameters and their effects. Use when optimizing code, prompts…
git:20260925.120cae1 · audit A · 1,377 stars
claude SKILL.md skill
dzhng/skills · skills/engineering/claude/SKILL.md · Use Claude Code as an independent `claude -p` subagent when the user explicitly asks for Claude, wants a second-agent…
git:20261015.f6819ca · audit A · 1,377 stars
close-spec SKILL.md skill
dzhng/skills · skills/engineering/close-spec/SKILL.md · When a spec under specs/<feature>/ is done shipping (a write-spec build, or any planned task that produced a spec)…
git:20260721.2ee48ec · audit A · 1,377 stars
code-review SKILL.md skill
dzhng/skills · skills/engineering/code-review/SKILL.md · Review changed code for naming, stale references, unnecessary complexity, and comment quality. Use after completing…
git:20261021.8e74252 · audit A · 1,377 stars
codex SKILL.md skill
dzhng/skills · skills/engineering/codex/SKILL.md · Use the local Codex CLI as an independent second agent. Two branches — (1) proactively run `codex review` for a second…
git:20261015.f6819ca · audit A · 1,377 stars
eli5 SKILL.md skill
dzhng/skills · skills/engineering/eli5/SKILL.md · Explain a technical spec or proposed change in plain language: what problem it solves, how the solution works, and…
git:20260813.dbb1aa5 · audit A · 1,377 stars
explore-unknowns SKILL.md skill
dzhng/skills · skills/engineering/explore-unknowns/SKILL.md · Guide the user through a quadrant walk that maps the unknowns of a task — open by listing the known knowns, then work…
git:20260930.60ae302 · audit A · 1,377 stars
handoff-spec SKILL.md skill
dzhng/skills · skills/engineering/handoff-spec/SKILL.md · Hand a spec that is mid-implementation to another machine or another agent.
git:20261002.e497761 · audit A · 1,377 stars
implement-spec-with-codex SKILL.md skill
dzhng/skills · skills/engineering/implement-spec-with-codex/SKILL.md · Run [implement-spec](../implement-spec/SKILL.md) with Codex doing the implementation passes while you orchestrate…
git:20260721.b1762dc · audit A · 1,377 stars
implement-spec-with-goal SKILL.md skill
dzhng/skills · skills/engineering/implement-spec-with-goal/SKILL.md · Implement a spec using the harness's goal feature.
git:20261004.3e02e02 · audit A · 1,377 stars
implement-spec SKILL.md skill
dzhng/skills · skills/engineering/implement-spec/SKILL.md · Implement an existing spec through committed passes. Use for long or multi-pass specs that need maintenance checkpoints…
git:20261021.8e74252 · audit A · 1,377 stars
marketing-pages SKILL.md skill
dzhng/skills · skills/engineering/marketing-pages/SKILL.md · Best-practice rulebook for a marketing site's pages, organized by page class — campaign landers, product pages…
git:20260815.8db0078 · audit A · 1,377 stars
ratchet-files SKILL.md skill
dzhng/skills · skills/engineering/ratchet-files/SKILL.md · Ratchet source file size so every file stays small enough for an agent to read whole: find every file over a token…
git:20261019.29fb983 · audit A · 1,377 stars
refactor-clean SKILL.md skill
dzhng/skills · skills/engineering/refactor-clean/SKILL.md · Refactor cleanly instead of layering sediment. Use for rename requests, stale or misleading names, legacy leftovers…
git:20261014.e370d6a · audit A · 1,377 stars
retro SKILL.md skill
dzhng/skills · skills/engineering/retro/SKILL.md · Conduct a retrospective on a coding session.
git:20261004.3e725c3 · audit A · 1,377 stars
review SKILL.md skill
dzhng/skills · skills/engineering/review/SKILL.md · Closeout pass on a finished substantive change — sequence refactor-clean (shape), code-review (diff), and write-docs…
git:20260708.3797915 · audit A · 1,377 stars
write-docs SKILL.md skill
dzhng/skills · skills/engineering/write-docs/SKILL.md · Write and edit project docs (README/markdown) as a glossary of principles, not a mirror of the code. Use when creating…
git:20260708.50d0752 · audit A · 1,377 stars
write-spec SKILL.md skill
dzhng/skills · skills/engineering/write-spec/SKILL.md · Break large features into independently verifiable, human-reviewable slices under a feature directory in specs/. Use…
git:20260926.be830ec · audit A · 1,377 stars
write-tests SKILL.md skill
dzhng/skills · skills/engineering/write-tests/SKILL.md · Write tests that pin real behavior instead of implementation details, config values, or lucky samples. Use when adding…
git:20261021.8e74252 · audit A · 1,377 stars
cinematic-shot SKILL.md skill
dzhng/skills · skills/graphics/cinematic-shot/SKILL.md · Shoot software UI like a film. A sequence of hero shots, each a steep, oblique, extreme close-up of the interface…
git:20261014.26d0b31 · audit A · 1,377 stars
isometric-motion SKILL.md skill
dzhng/skills · skills/graphics/isometric-motion/SKILL.md · Build animations and interactive elements (explainers, figures, hero visuals, step-through walkthroughs) in the crafted…
git:20261014.22dda8c · audit A · 1,377 stars
launch-video SKILL.md skill
dzhng/skills · skills/graphics/launch-video/SKILL.md · Make a showreel-grade motion-graphics launch video, with music, that introduces a CLI, library, or product from its…
git:20260929.523478b · audit A · 1,377 stars
renderer SKILL.md skill
dzhng/skills · skills/graphics/renderer/SKILL.md · Architecture rules for GPU rendering with TypeGPU/WebGPU. Use when adding or changing render passes, shaders, frame…
git:20261020.dc8f546 · audit A · 1,377 stars
xiaohei-illustrations SKILL.md skill
dzhng/skills · skills/graphics/xiaohei-illustrations/SKILL.md · Generate Ian-style Xiaohei illustrations for articles, posts, blogs, Notion documents, workflows, methods, processes…
git:20261014.f2fbf92 · audit A · 1,377 stars
compare-screenshots SKILL.md skill
dzhng/skills · skills/visual/compare-screenshots/SKILL.md · Compare screenshots against the intended design, distinguishing approved references from historical baselines. Use for…
git:20261014.9ac63f5 · audit A · 1,377 stars
design-with-images SKILL.md skill
dzhng/skills · skills/visual/design-with-images/SKILL.md · Explore UI and visual design with image generation, then iterate the real implementation against the user-selected…
git:20260930.5e8b5cb · audit A · 1,377 stars
preview-shots SKILL.md skill
dzhng/skills · skills/visual/preview-shots/SKILL.md · Open image shots (screenshots, snapshot baselines, montages, renders) in ONE macOS Preview window so the user can…
git:20260702.e38edde · audit A · 1,377 stars
screenshot-critique SKILL.md skill
dzhng/skills · skills/visual/screenshot-critique/SKILL.md · Use the unprimed sub agent as a second set of eyes before accepting visual work — MANDATORY before declaring any…
git:20261014.0e1d456 · audit A · 1,377 stars