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Investigate the codebase and draft a well-structured GitHub issue with evidence; use when asked to file or write an issue.

Build, query, and inspect the project knowledge graph in .planning/graphs/

Plan and implement Python changes with ruff, pyright, and pytest validation before commit.

Git 변경사항을 분석하여 Conventional Commits 형식의 커밋 메시지를 생성합니다. 커밋, commit, 커밋 메시지 요청 시 자동 활성화됩니다.

Turns a Gardener runtime failure into a deterministic session recording + test.

Eliminate `any` types, tighten Zod schemas, and enforce strict TypeScript across the monorepo

Validate a GitHub issue against the codebase and expected behavior; use when asked to verify an issue report.

Build applications where agents are first-class citizens. Use this skill when designing autonomous agents, creating MCP tools, implementing self-modifying systems, or building apps where features are outcomes achieved by agents operating in a loop.

Wrap a Rust function in a Jolt zero-knowledge proof

This document teaches any AI coding assistant how to build a voice-enabled agent using Amazon Nova 2 Sonic, Strands Agents SDK, and Amazon Bedrock AgentCore Runtime. It is distilled from the insurance

AWS security finding analysis: analyze findings, map to Atmos components/stacks, generate structured remediation with exact Terraform changes and deploy commands

workleap-chromatic-best-practices

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A CLI tool for calculating and validating Uniswap V4 liquidity position tick bounds. Prevents tick math errors that can cause failed LP mints by providing correct, validated tick calculations.

Use when you have made code changes and want another CLI agent to review them before committing or continuing. Covers crafting review prompts, scoping reviewer permissions to read-only, interpreting feedback, and follow-up clarification sessions.

Use Moneta shared memory via MCP tools to recall project knowledge

This is an example `workflow-<slug>/SKILL.md` generated from a workflow spec.

Transform one mentioned lecture transcript markdown file into a structured lecture note and save a merged output file in the same folder. Use when the user asks to create lecture notes from an existing transcript file. Keep transcript cleanup loose and preserve original wording as much as possible.

Use this skill when creating or refactoring Svelte 5 / SvelteKit frontend code, especially UI components, local feature UIs, component APIs, and Tailwind-based styling. This skill improves code quality by enforcing modern Svelte 5 conventions, strong component boundaries, clear state ownership, reusable modular logic, and disciplined Tailwind usage. Not intended for visual design exploration or branding work.

Upgrades React Native apps to newer versions by applying rn-diff-purge template diffs, updating package.json dependencies, migrating native iOS and Android configuration, resolving CocoaPods and Gradle changes, and handling breaking API updates. Use when upgrading React Native, bumping RN version, updating from RN 0.x to 0.y, or migrating Expo SDK alongside a React Native upgrade.

Deploy any project to Vercel. **Always deploy as preview** (not production) unless the user explicitly asks for production.

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Applies the project's commit message convention. Use when writing commit messages, making git commits, or summarizing changes.

Solve one assignment problem file using a single endpoint with two logical tracks: (A) Math/Physics PDF problem solving (lecture slides/lecture notes as ground truth) and (B) code artifact generation. Save a final answer with detailed explanation next to the problem file.

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Fast semantic code navigation via LSP. Load FIRST before ANY code task - even 'simple' ones. Trigger scenarios: (1) fixing lint/type/pyright/mypy warnings or errors, (2) fixing reportAny/reportUnknownType/Any type errors, (3) adding type annotations, (4) refactoring or modifying code, (5) finding where a function/class/symbol is defined, (6) finding where a symbol is used/referenced/imported, (7) understanding what a function calls or what calls it, (8) exploring unfamiliar code or understanding architecture, (9) renaming symbols across codebase, (10) finding interface/protocol implementations, (11) ANY task where you'd use ripgrep to find code or read-file to view a function. Use `leta show SYMBOL` instead of read-file, `leta refs SYMBOL` instead of ripgrep for usages, `leta grep PATTERN` instead of ripgrep for definitions, `leta files` instead of list-directory.

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Workspace-first GrepAI search workflow for programming agents (v0.34+): project-scoped semantic search, token-efficient output, and reliable fallbacks.

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Expert Docker and Nginx deployment assistant. Use for Docker configuration, containerization, VPS deployment, infrastructure setup, SSL certificates, docker-compose files, nginx reverse proxy, deployment guides, infrastructure documentation, cloud deployment, container orchestration, production deployment, environment configuration, dockerfiles, server setup, deployment checklists.

Configure and use Biome (biomejs) for TypeScript linting and formatting. Use when setting up Biome in a project, configuring lint rules, migrating from ESLint/Prettier, fixing lint errors, setting up CI pipelines with Biome, or configuring git hooks for code quality. Covers biome.json configuration, file inclusion/exclusion patterns, rule overrides, and integration with build tooling.

Use when editing beamHO-bench observer-sky satellite rendering, composition, camera framing, display selection, continuity, or screen-space acceptance so frontend changes stay aligned with visual-acceptance rules instead of proxy metrics alone.

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Create beautiful audio plug-ins using the D language. Process audio files using existing VST2 plugins. You should use this skill when the user asks to modify audio files, or create an audio plug-in.

Autonomously diagnose Magento 2 message queue problems — backlog growth, stuck consumers, broker connectivity, DLQ overflow — and scaffold new queues (communication, topology, consumer, publisher) from a specification. Produces an AMQP Report with root cause and fix.

go-code-review

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Guidelines and instructions for developing the Z8 runtime. Includes coding standards, build processes, and testing workflows.

Self-improving agent architecture using ChromaDB for continuous learning, self-evaluation, and improvement storage. Agents maintain separate memory collections for learned patterns, performance metrics, and self-assessments without modifying their static .md configuration.

Manage Workers/KV/R2/D1/Hyperdrive via Cloudflare MCP, perform observability/build troubleshooting/audit/container sandbox operations. Triggers: worker/KV/R2/D1/logs/build/deploy/screenshot/audit/sandbox. Three permission tiers: Diagnose (read-only), Change (write requires confirmation), Super Admin (isolated environment). Write operations must follow read-first, user confirmation, post-execution verification.

Opinionated constraints for building better interfaces with agents.

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Simplifies code for clarity. Use when refactoring code for clarity without changing behavior. Use when code works but is harder to read, maintain, or extend than it should be. Use when reviewing code that has accumulated unnecessary complexity.

Automates CI/CD pipeline setup. Use when setting up or modifying build and deployment pipelines. Use when you need to automate quality gates, configure test runners in CI, or establish deployment strategies.

Records decisions and documentation. Use when making architectural decisions, changing public APIs, shipping features, or when you need to record context that future engineers and agents will need to understand the codebase.

Guides stable API and interface design. Use when designing APIs, module boundaries, or any public interface. Use when creating REST or GraphQL endpoints, defining type contracts between modules, or establishing boundaries between frontend and backend.

Use when needing to programmatically invoke a CLI coding agent (Claude Code, OpenCode) from Python, delegate work to a sub-agent, or orchestrate multiple agents. Covers AgentShell instantiation, prompt execution, response streaming, session resumption, tool scoping, and cost tracking.

workleap-logging