Software Development AI Skills

Implement routing in Angular v20+ applications with lazy loading, functional guards, resolvers, and route parameters. Use for navigation setup, protected routes, route-based data loading, and nested…

Ensure the user has an authenticated Datadog account with a valid DD_API_KEY on the right region before any Datadog setup or instrumentation. Detects existing DD_API_KEY / DD_APP_KEY / DD_SITE,…

Print the harness entry-point map right after plugin install, and check the local environment/integration state (git, Node/npm/npx, cwd shape, MCP wiring) to suggest or hand off the next concrete step…

Comprehensive patterns for building AI-powered code generation tools, code assistants, automated refactoring, code review, and structured output generation using LLMs with function calling and tool…

Architecting solutions at the team level while staying coherent with Bitwarden's holistic architecture. Covers security mindset, architectural judgment, Bitwarden-specific constraints, and working…

Pre-push security and quality pipeline: secrets scan, then tests, lint and review. TRIGGER automatically whenever the user requests a git push: 'push my changes', 'push to origin', 'push this', 'push…

Apple HIG guidance for input methods and interaction patterns: gestures, Apple Pencil, keyboards, game controllers, pointers, Digital Crown, eye tracking, focus system, remotes, spatial interactions,…

Diagnoses latent architectural modernization opportunities across Dart and Flutter packages (language idioms, testing hygiene, CLI patterns, doc rot) and prescribes matching specialized skills.

Helps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or express interest in extending capabilities. This…

Migrate TypeScript Mastra applications to Python with Pydantic AI and, only when needed, Pydantic AI Harness. Use when source code imports `@mastra/*` or relies on Mastra agents, tools, workflows,…

3D Game Development workflow skill. Use this skill when the user needs 3D game development principles. Rendering, shaders, physics, cameras and the operator should preserve the upstream workflow,…

Less common Hyperliquid actions and their rules - dead-man's switch (scheduleCancel), TWAP orders, spot orders, expiresAfter and nonces, API wallet approval from code, sub-account and vault…

Audit software supply chain risk — dependency and transitive package review, typosquatting and dependency confusion, lockfile and SBOM analysis, CI/CD pipeline and GitHub Actions security, build…

Use when accepted ChDRs are ready for promotion from drafts to project memory at docs/adlc/memory/chdr/ and the boot-facing chdr/chdr.md index needs regenerating.

Record experiment outcomes and triage idea files. A promoted idea moves from the Ideas table into a Backlog row. Record an experiment outcome in History and triage idea files. Summarize open,…

Use when adding, changing, or auditing Roblox analytics: AnalyticsService events, economy, funnels, onboarding traces, rate limits.

Enforce a hard-cut cleanup policy: keep one canonical implementation and delete compatibility, migration, fallback, adapter, coercion, and dual-shape code. Use for pre-release or internal-draft…

Comprehensive security vulnerability scanner for Next.js and TypeScript/JavaScript projects. Detects OWASP Top 10 vulnerabilities, XSS, injection flaws, authentication issues, hardcoded secrets, and…

Autonomous learning system - learns from mistakes, reflects on sessions, and gets smarter over time. The AI brain.

Evaluate code layout quality based on accuracy, consistency, readability, and maintainability rather than aesthetics. Use when establishing coding standards, reviewing code formatting, or making…

GitHub issue management — create, update, label, milestone, and link issues to PRs via gh CLI or curl fallback.

Build an end-to-end Snowflake pipeline — ticket → dbt models + orchestration DAG → PR → self-review → ticket comment. Use when: (1) User says "build a pipeline for X **end-to-end**", "create an…

Given an open good-first-issue on the configured `<upstream>` repo, explain it in beginner terms and sketch a concrete approach: which files to read first, what "done" looks like, and where to ask…

Use when starting feature work that needs isolation from current workspace or before executing implementation plans - ensures an isolated workspace exists via native tools or git worktree fallback

Use when starting feature work that needs isolation from current workspace or before executing implementation plans - creates isolated git worktrees in .worktrees/

Use when creating After Effects compositions, Premiere Pro motion, video titles, explainer videos, or broadcast motion graphics.

Use when Hermes token usage, cost attribution, runaway sessions, cron consumption, or billing discrepancies must be investigated using privacy-preserving, schema-aware evidence.

아키텍처 문서 생성/갱신 — ARCHITECTURE.md(코드맵), 아키텍처 구성도(C4 mermaid), ADR(MADR), 데이터 모델 ERD. 아키텍처 문서/구성도 작성·갱신, ADR 기록, ERD/데이터 모델 문서화, 구조적 리팩토링 후 문서 반영이 필요할 때. API 명세는 docs-interfaces, 사용자/운영 매뉴얼은…

Explore a codebase with parallel Haiku agents — clone, read, and document. Modes — --fast (1 agent), default (3), --deep (5). Use when user says "learn [repo]", "explore codebase", "study this repo",…

Add, review, or remove inline custom scripts on a Webflow site (up to 10,000 chars). Use for analytics, tracking pixels, chat widgets, or any custom JavaScript. Also manages page-level scripts.

Run verification commands and confirm output before claiming success

Run nf-core bioinformatics pipelines (rnaseq, sarek, atacseq) on sequencing data. Use when analyzing RNA-seq, WGS/WES, or ATAC-seq data—either local FASTQs or public datasets from GEO/SRA. Triggers on…

Use for "interrogate", "adversarial review", "cross-tier review", "challenge this", "stress test this code", "find blind spots", or "tear this apart". Multiple LLM reviewers challenge changes from…

Knowledge base from the DoD Test & Evaluation Enterprise Guidebook (OUSD R&E, August 2022). Use for DoD test and evaluation (T&E) across the Adaptive Acquisition Framework — the four test communities…

OpenTelemetry in Python — SDK setup, declarative config, zero-code instrumentation (opentelemetry-instrument, opentelemetry-distro), contrib auto-instrumentation, manual API, performance tuning,…

Designs tenant isolation, hostname routing, custom-domain lifecycle, and plan limits on Cloudflare or Vercel. Use when asked to "isolate tenant data", "support custom domains", "build a white-label…

Query the IUPHAR/BPS Guide to Pharmacology REST API for drug targets, ligands (drugs/compounds), and their interactions. Use whenever the user asks about pharmacological targets, receptor–ligand…

Score a video with original music using Sonilo — the model watches the cut and matches pacing, motion, and emotion, returning either the audio or a new video with the score muxed in. Use when the user…

Continue's prompt caching is opt-in via config and off by default. Flip the default to systemAndTools.

Hankintapäätös, hankintaoikaisu ja muutoksenhaku markkinaoikeuteen julkisissa hankinnoissa (hankintalaki 1397/2016). Käytä tätä skilliä, kun hankintayksikkö laatii hankintapäätöstä perusteluineen,…

Prepare a clean, documented pull request draft for AL features or fixes with summary, testing notes, and checklist. ALDC workflow (Copilot prompt al-pr-prepare); invoke explicitly.

Turn a creator's multi-take product-demo recordings (each take = screen recording + camera video + mic WAV, usually the creator walking through Arcads) into a finished 9:16 ad: an EDL-driven base cut…

Parsing and ingestion directives for the Python-based Agent Development Kit (ADK) conversational agent framework.

Neo4j JavaScript/TypeScript Driver v6 — driver lifecycle, executeQuery, managed transactions (executeRead/executeWrite), session.run, Integer handling, JSON serialization, record access, async/await…

Maintain, verify, and release graincrawl, the local-first Granola archive CLI, including SQLite archive behavior, read-only Granola source boundaries, Homebrew tap packaging, and crawlkit-powered…

Cut GitHub Actions minutes and wall-clock time without losing coverage — the OS billing multiplier (macOS 10x / Windows 2x / Linux 1x), trigger hygiene that stops push+pull_request double-firing,…

Gate a website launch from its repository — repo hygiene, placeholders and leaked dev hosts, the production build, the build output (404 page, internal references, icons, social cards, robots,…

Reviews and rewrites WordPress.org plugin readme.txt files for maximum quality. Use this skill whenever a user pastes, uploads, or references a WordPress plugin readme.txt, or asks to improve, audit,…

Convert deployment logs, validation reports, Git history, and comparison notes into a redacted GitHub case study, portfolio entry, interview story, and evidence-backed resume bullets. Use after a…

前后端性能分析技能：定位瓶颈、跑 benchmark、对比优化前后效果。 前端覆盖 Core Web Vitals（LCP/FID/CLS）、Lighthouse 审计、Bundle 分析。 后端覆盖 API 响应时间、数据库查询性能、内存/CPU profiling。 核心原则：基于数据定位瓶颈，不做无依据的"优化"。…

Generate a project-local skill that formally verifies the code where a bug costs the most and tests reach the least, in any language, with whichever verification tool fits. Use for…