44 instruction files for AI agents, collected from nguyenthienthanh/aura-frog. Install any of them at an exact version with mdr add nguyenthienthanh/aura-frog/<name>.
git:20261001.e86bd63 · audit A · 25 stars
agent-detector SKILL.md skill
nguyenthienthanh/aura-frog · aura-frog/skills/agent-detector/SKILL.md · CRITICAL: MUST run for EVERY message. Detects agent, complexity, AND model automatically. Without this, tasks route to…
git:20260812.7cc066c · audit A · 25 stars
api-designer SKILL.md skill
nguyenthienthanh/aura-frog · aura-frog/skills/api-designer/SKILL.md · Designs RESTful APIs with endpoint naming, versioning strategies (URL path, header-based), pagination (offset and…
git:20260515.6be9f59 · audit A · 25 stars
bugfix-quick SKILL.md skill
nguyenthienthanh/aura-frog · aura-frog/skills/bugfix-quick/SKILL.md · Fast bug fixes with root cause investigation + TDD. Enforces 'no fix without root cause' discipline and verification…
git:20260515.6be9f59 · audit A · 25 stars
chain-of-verification SKILL.md skill
nguyenthienthanh/aura-frog · aura-frog/skills/chain-of-verification/SKILL.md · Draft → generate verification questions → answer independently via tools → revise. Catches hallucinated facts in…
git:20260924.947d255 · audit A · 25 stars
code-reviewer SKILL.md skill
nguyenthienthanh/aura-frog · aura-frog/skills/code-reviewer/SKILL.md · 8-aspect evidence-based code review/audit (security, correctness, compatibility, architecture, error handling, test…
git:20260924.947d255 · audit A · 25 stars
code-simplifier SKILL.md skill
nguyenthienthanh/aura-frog · aura-frog/skills/code-simplifier/SKILL.md · Detect and simplify overly complex code. Apply KISS principle - less is more.
git:20260515.6be9f59 · audit A · 25 stars
conflict-detector SKILL.md skill
nguyenthienthanh/aura-frog · aura-frog/skills/conflict-detector/SKILL.md · L1-L4 conflict detection between a proposed T4 task and pending-confirm sibling tasks. L1 (file overlap) + L2…
git:20260515.6be9f59 · audit A · 25 stars
deep-debugging SKILL.md skill
nguyenthienthanh/aura-frog · aura-frog/skills/deep-debugging/SKILL.md · Systematic debugging protocol for bugs that resist quick fixes. Use bisection, hypothesis trees, and scientific method…
git:20260515.6be9f59 · audit A · 25 stars
design-expert SKILL.md skill
nguyenthienthanh/aura-frog · aura-frog/skills/design-expert/SKILL.md · UI/UX design expertise — component design, design system selection, responsive layout. Includes auto-detection from…
git:20260717.c6df55c · audit A · 25 stars
design-tokens SKILL.md skill
nguyenthienthanh/aura-frog · aura-frog/skills/design-tokens/SKILL.md · Generate a cohesive color-token system from ONE OKLCH brand hue — primary/secondary/background/foreground/muted/border…
git:20260717.c6df55c · audit A · 25 stars
design-vision-loop SKILL.md skill
nguyenthienthanh/aura-frog · aura-frog/skills/design-vision-loop/SKILL.md · Vision feedback loop for UI — render the running UI, screenshot it across viewports + dark mode, run deterministic…
git:20260728.fc5e06b · audit A · 25 stars
documentation SKILL.md skill
nguyenthienthanh/aura-frog · aura-frog/skills/documentation/SKILL.md · Create Runbooks for operational documentation. For ADRs, tech specs, requirements, LLD and technical analysis use the…
git:20260824.41a90bf · audit A · 25 stars
extension-detector SKILL.md skill
nguyenthienthanh/aura-frog · aura-frog/skills/extension-detector/SKILL.md · Detects when a new project-level skill / rule / command would reduce friction. Asks the user for confirmation before…
git:20261001.67bf7d6 · audit A · 25 stars
failure-classifier SKILL.md skill
nguyenthienthanh/aura-frog · aura-frog/skills/failure-classifier/SKILL.md · Classifies execution failures into F1-F5 (transient/local-logic/local-design/story-level/architectural). Outputs JSON…
git:20260515.6be9f59 · audit A · 25 stars
framework-expert SKILL.md skill
nguyenthienthanh/aura-frog · aura-frog/skills/framework-expert/SKILL.md · Unified framework expertise bundle. Lazy-loads relevant framework patterns (React, Vue, Angular, Next.js, Node.js…
git:20260819.03ddfe3 · audit A · 25 stars
frontend-aesthetics SKILL.md skill
nguyenthienthanh/aura-frog · aura-frog/skills/frontend-aesthetics/SKILL.md · Anti-AI-slop taste layer for UI output — distinctive typography, dominant+accent color hierarchy, and…
git:20260904.6e22f9f · audit A · 25 stars
git SKILL.md skill
nguyenthienthanh/aura-frog · aura-frog/skills/git/SKILL.md · Token-efficient git operations with security scanning and auto-split commits, plus auto-creating git worktrees to…
git:20260819.03ddfe3 · audit A · 25 stars
mcp-security-auditor SKILL.md skill
nguyenthienthanh/aura-frog · aura-frog/skills/mcp-security-auditor/SKILL.md · On-demand audit of MCP usage. Reads the MCP audit log (mcp-audit.jsonl) written by the mcp-call-gate hook, surfaces…
git:20260819.7ca3bbc · audit A · 25 stars
migration-helper SKILL.md skill
nguyenthienthanh/aura-frog · aura-frog/skills/migration-helper/SKILL.md · Guide safe database and code migrations with zero-downtime strategies.
git:20260515.6be9f59 · audit A · 25 stars
monorepo SKILL.md skill
nguyenthienthanh/aura-frog · aura-frog/skills/monorepo/SKILL.md · Detect and navigate monorepos correctly. Use when working with repos containing multiple packages (pnpm/yarn/npm…
git:20260515.6be9f59 · audit A · 25 stars
motion-design SKILL.md skill
nguyenthienthanh/aura-frog · aura-frog/skills/motion-design/SKILL.md · Restrained, accessible web motion — Framer Motion declarative patterns and CSS-only staggered reveals for high-impact…
git:20260709.499ff0b · audit A · 25 stars
perf-profiling SKILL.md skill
nguyenthienthanh/aura-frog · aura-frog/skills/perf-profiling/SKILL.md · Systematic performance profiling and optimization across frontend (Core Web Vitals, code splitting, lazy loading)…
git:20260819.03ddfe3 · audit A · 25 stars
permanent-memory-loader SKILL.md skill
nguyenthienthanh/aura-frog · aura-frog/skills/permanent-memory-loader/SKILL.md · Loads permanent_memory.md summary lines (≤120 always-loaded tokens, hard cap 200). Surfaces durable wisdom from past…
git:20260820.9a6d97d · audit A · 25 stars
plan-archivist SKILL.md skill
nguyenthienthanh/aura-frog · aura-frog/skills/plan-archivist/SKILL.md · Compresses a completed plan-tree branch into .claude/plans/archive/{NODE_ID}.summary.md. Removes the original node…
git:20260515.6be9f59 · audit A · 25 stars
plan-loader SKILL.md skill
nguyenthienthanh/aura-frog · aura-frog/skills/plan-loader/SKILL.md · Loads minimum hierarchical plan context (.claude/plans/) for current execution focus. Auto-invokes every session when…
git:20260812.7cc066c · audit A · 25 stars
plan-orchestrator SKILL.md skill
nguyenthienthanh/aura-frog · aura-frog/skills/plan-orchestrator/SKILL.md · Route hierarchical-planning intents to the correct backing script. Use when the user invokes /aura-frog:plan (with or…
git:20260819.880aca8 · audit A · 25 stars
plan-validator SKILL.md skill
nguyenthienthanh/aura-frog · aura-frog/skills/plan-validator/SKILL.md · On-demand plan-tree validator. Runs all 8 invariants from spec §6.7 (parent existence, children integrity, no orphans…
git:20260515.6be9f59 · audit A · 25 stars
preflight-validator SKILL.md skill
nguyenthienthanh/aura-frog · aura-frog/skills/preflight-validator/SKILL.md · On-demand wrapper over scripts/preflight/run-all.sh. Runs Tier 1 bash linters against a file, command, or arbitrary…
git:20260515.6be9f59 · audit A · 25 stars
problem-solving SKILL.md skill
nguyenthienthanh/aura-frog · aura-frog/skills/problem-solving/SKILL.md · 5 techniques for different problem types. Use when stuck or facing complex challenges.
git:20260610.9689a23 · audit A · 25 stars
project-context-loader SKILL.md skill
nguyenthienthanh/aura-frog · aura-frog/skills/project-context-loader/SKILL.md · Load project conventions and generate session context. Use EXPLICITLY when needed, not automatically.
git:20260904.6e22f9f · audit A · 25 stars
prompt-evaluator SKILL.md skill
nguyenthienthanh/aura-frog · aura-frog/skills/prompt-evaluator/SKILL.md · Evaluate how you use Claude Code — analyze prompt patterns, feature utilization, and get improvement suggestions…
git:20260515.6be9f59 · audit A · 25 stars
reasoning-trace-recorder SKILL.md skill
nguyenthienthanh/aura-frog · aura-frog/skills/reasoning-trace-recorder/SKILL.md · Auto-invokes for every Claude turn during active T4 task execution. Emits append-only trace events (file_read…
git:20260812.7cc066c · audit A · 25 stars
refactor-expert SKILL.md skill
nguyenthienthanh/aura-frog · aura-frog/skills/refactor-expert/SKILL.md · Guide safe, incremental refactoring that improves code quality without changing behavior.
git:20260515.6be9f59 · audit A · 25 stars
run-orchestrator SKILL.md skill
nguyenthienthanh/aura-frog · aura-frog/skills/run-orchestrator/SKILL.md · Execute 5-phase TDD workflow for complex features. Use when the user invokes /run, asks to build/create/implement a…
git:20260924.947d255 · audit A · 25 stars
scalable-thinking SKILL.md skill
nguyenthienthanh/aura-frog · aura-frog/skills/scalable-thinking/SKILL.md · Design for scale while keeping implementation simple (KISS).
git:20260515.6be9f59 · audit A · 25 stars
self-consistency SKILL.md skill
nguyenthienthanh/aura-frog · aura-frog/skills/self-consistency/SKILL.md · Generate N independent reasoning paths and vote on the answer. Use for architectural trade-offs, ambiguous design…
git:20260515.6be9f59 · audit A · 25 stars
self-healing-orchestrator SKILL.md skill
nguyenthienthanh/aura-frog · aura-frog/skills/self-healing-orchestrator/SKILL.md · Proposes patches for F2 (local-logic) and F3 (local-design) failures. NEVER applies without user approval. Confidence…
git:20260515.6be9f59 · audit A · 25 stars
self-improve SKILL.md skill
nguyenthienthanh/aura-frog · aura-frog/skills/self-improve/SKILL.md · Full learning loop for the Aura Frog plugin: analyze collected learning data from Supabase to identify success…
git:20260819.03ddfe3 · audit A · 25 stars
session-continuation SKILL.md skill
nguyenthienthanh/aura-frog · aura-frog/skills/session-continuation/SKILL.md · Manage workflow state across sessions with handoff and resume. TOON-based state persistence.
git:20260923.c343050 · audit A · 25 stars
stitch-design SKILL.md skill
nguyenthienthanh/aura-frog · aura-frog/skills/stitch-design/SKILL.md · Generate UI designs using Google Stitch AI with optimized prompts
git:20260812.f26bd99 · audit A · 25 stars
tech-writing SKILL.md skill
nguyenthienthanh/aura-frog · aura-frog/skills/tech-writing/SKILL.md · Write professional technical documents — requirements/PRD, tech spec/design doc, low-level design, decision records…
git:20260825.1abbaa0 · audit A · 25 stars
test-writer SKILL.md skill
nguyenthienthanh/aura-frog · aura-frog/skills/test-writer/SKILL.md · Write tests with TDD following structured patterns. Ensures consistent AAA structure, proper coverage targets, and…
git:20260515.6be9f59 · audit A · 25 stars
tree-of-thoughts SKILL.md skill
nguyenthienthanh/aura-frog · aura-frog/skills/tree-of-thoughts/SKILL.md · Structured reasoning — branch/evaluate/prune/expand search over solution space (tree), or a single ordered chain when…
git:20260819.03ddfe3 · audit A · 25 stars