Skills / Open-source projects
Discover agent skills from real projects.
Read their instructions and supporting files.
Showing 551–600 of 1214 skills
mcporter
List, auth, and call MCP servers/tools from the terminal.
optional-skills/mcp/mcporter/SKILL.md
Hermes AgentContributors
GitHub-linked commit authors for this SKILL.md at the saved revision. Co-authors and history before file renames are not included.
File history ↗mechanical-refactor-verify
Make mechanical refactoring (file splits, function moves, module extractions, renames) machine-checkable instead of eyeballed. Reproduce a relocation commit byte-for-byte from faithful primitives, and split an extraction into a verifiable prepare + move + postpare. Use when doing or reviewing such changes.
.claude/skills/mechanical-refactor-verify/SKILL.md
SGLangContributors
GitHub-linked commit authors for this SKILL.md at the saved revision. Co-authors and history before file renames are not included.
File history ↗meeting-action-items
Turn meeting notes into cited decisions, owners, tickets.
skills/productivity/meeting-action-items/SKILL.md
Hermes AgentContributors
GitHub-linked commit authors for this SKILL.md at the saved revision. Co-authors and history before file renames are not included.
File history ↗mem0
Mem0 Platform SDK for adding persistent memory to AI applications. TRIGGER when: user mentions "mem0", "MemoryClient", "memory layer", "remember user preferences", "persistent context", "personalization", or needs to add long-term memory to chatbots, agents, or AI apps. Covers Python SDK (mem0ai), TypeScript SDK (mem0ai), and framework integrations (LangChain, CrewAI, OpenAI Agents SDK, Pipecat, LlamaIndex, AutoGen, LangGraph). Also covers the open-source self-hosted Memory class. This is the DEFAULT mem0 skill for ambiguous queries. DO NOT TRIGGER when: user asks about CLI commands, terminal usage, or shell scripts (use mem0-cli), or Vercel AI SDK / @mem0/vercel-ai-provider / createMem0 (use mem0-vercel-ai-sdk).
skills/mem0/SKILL.md
Mem0Contributors
GitHub-linked commit authors for this SKILL.md at the saved revision. Co-authors and history before file renames are not included.
File history ↗mem0-cli
Mem0 CLI -- the command-line interface for mem0 memory operations. TRIGGER when: user mentions "mem0 cli", "mem0 command line", "@mem0/cli", "mem0-cli", "pip install mem0-cli", "npm install -g @mem0/cli", or is running mem0 commands in a terminal/shell (mem0 add, mem0 search, mem0 list, mem0 get, mem0 init, mem0 config, mem0 import). Also triggers when query includes CLI flags like --user-id, --output, --json, --agent, or describes bash/zsh/terminal/shell usage. DO NOT TRIGGER when: user asks about programmatic SDK integration in Python/TS code (use mem0 skill), or Vercel AI SDK provider (use mem0-vercel-ai-sdk skill).
skills/mem0-cli/SKILL.md
Mem0Contributors
GitHub-linked commit authors for this SKILL.md at the saved revision. Co-authors and history before file renames are not included.
File history ↗mem0-context-loader
Searches and injects relevant memories into context before starting work on a task. Use when beginning a new task, switching context, or when project history, past decisions, or coding conventions need to be loaded.
integrations/opencode-plugin/opencode-skills/mem0-context-loader/SKILL.md
Mem0Contributors
GitHub-linked commit authors for this SKILL.md at the saved revision. Co-authors and history before file renames are not included.
File history ↗mem0-forget
Deletes memories by search query or memory ID with confirmation before removal. Use when removing outdated decisions, incorrect memories, sensitive data, or cleaning up after experiments. Also handles undo of recent additions.
integrations/opencode-plugin/opencode-skills/mem0-forget/SKILL.md
Mem0Contributors
GitHub-linked commit authors for this SKILL.md at the saved revision. Co-authors and history before file renames are not included.
File history ↗mem0-integrate
Integrate Mem0 into an existing repository using a goal-driven, TDD pipeline. Detects the repo's language automatically and asks the user to pick between Mem0 Platform (managed) and Mem0 Open Source (self-hosted). Writes failing tests before any implementation. Produces a local feature branch plus `.mem0-integration/` artifacts consumed by the paired verification skill. TRIGGER when: user says "integrate mem0", "add mem0 to this repo", "wire mem0 into <repo>", or asks how to add memory to an existing project. DO NOT TRIGGER when: the user wants general SDK usage (use skill:mem0), CLI usage (use skill:mem0-cli), or Vercel AI SDK (use skill:mem0-vercel-ai-sdk). After success, invoke skill:mem0-test-integration to verify in the same workspace (loose coupling).
skills/mem0-integrate/SKILL.md
Mem0Contributors
GitHub-linked commit authors for this SKILL.md at the saved revision. Co-authors and history before file renames are not included.
File history ↗mem0-remember
Stores a memory verbatim from user input with appropriate type classification and metadata. Use when the user says remember this, save this, store this, note that, or explicitly asks to record a decision, preference, convention, or learning.
integrations/opencode-plugin/opencode-skills/mem0-remember/SKILL.md
Mem0Contributors
GitHub-linked commit authors for this SKILL.md at the saved revision. Co-authors and history before file renames are not included.
File history ↗mem0-scope
Views or changes the default memory scope (project, session, or global) used when saving and searching memories. Use when the user wants to control whether memories are scoped to this repo, this run, or shared across all their projects.
integrations/opencode-plugin/opencode-skills/mem0-scope/SKILL.md
Mem0Contributors
GitHub-linked commit authors for this SKILL.md at the saved revision. Co-authors and history before file renames are not included.
File history ↗mem0-search
Searches memories and displays compact one-liner results, or looks up a specific memory by ID. Use for quick memory lookups, checking if a decision was recorded, resolving [mem0:id] citations, or browsing memories without full category detail.
integrations/opencode-plugin/opencode-skills/mem0-search/SKILL.md
Mem0Contributors
GitHub-linked commit authors for this SKILL.md at the saved revision. Co-authors and history before file renames are not included.
File history ↗mem0-status
Diagnoses mem0 connectivity, API key validity, and memory read/write functionality. Use when memory operations fail, searches return empty, add_memory errors occur, or to verify the plugin is working correctly.
integrations/opencode-plugin/opencode-skills/mem0-status/SKILL.md
Mem0Contributors
GitHub-linked commit authors for this SKILL.md at the saved revision. Co-authors and history before file renames are not included.
File history ↗mem0-test-integration
Verify a Mem0 integration produced by /mem0-integrate. Runs in the same workspace on the same branch (loose coupling) — installs dependencies, runs the repo's native test suite, then exercises a real end-to-end smoke flow against the user's API key. Produces a scorecard. TRIGGER when: user has just run /mem0-integrate and says "verify", "test the integration", "run /mem0-test-integration", or when a .mem0-integration/ directory exists and tests have not been run yet on the current branch. DO NOT TRIGGER when: the user wants to run general project tests (defer to the repo's native test command), or when no prior /mem0-integrate run exists in the current branch (ask them to run /mem0-integrate first). This skill ONLY catches compile and runtime bugs by design. Logical integration errors — wrong data stored, wrong time retrieved, wrong user scoping — are on the human reviewer.
skills/mem0-test-integration/SKILL.md
Mem0Contributors
GitHub-linked commit authors for this SKILL.md at the saved revision. Co-authors and history before file renames are not included.
File history ↗mem0-tour
Browses all stored memories grouped by category with full content display. Use when reviewing all project memories, exploring stored knowledge, onboarding to a project, or getting an overview of captured decisions, conventions, and learnings.
integrations/opencode-plugin/opencode-skills/mem0-tour/SKILL.md
Mem0Contributors
GitHub-linked commit authors for this SKILL.md at the saved revision. Co-authors and history before file renames are not included.
File history ↗mem0-vercel-ai-sdk
Mem0 provider for Vercel AI SDK (@mem0/vercel-ai-provider). TRIGGER when: user mentions "vercel ai sdk", "@mem0/vercel-ai-provider", "createMem0", "retrieveMemories", "addMemories", "getMemories", "searchMemories", "mem0 vercel", "AI SDK provider", "AI SDK memory", or is using generateText/streamText with mem0. Also triggers for Next.js apps needing memory-augmented AI. DO NOT TRIGGER when: user asks about direct Python/TS SDK calls without Vercel (use mem0 skill), or CLI terminal commands (use mem0-cli skill).
skills/mem0-vercel-ai-sdk/SKILL.md
Mem0Contributors
GitHub-linked commit authors for this SKILL.md at the saved revision. Co-authors and history before file renames are not included.
File history ↗meme-generation
Create meme PNGs from templates with Pillow text overlay.
optional-skills/creative/meme-generation/SKILL.md
Hermes AgentContributors
GitHub-linked commit authors for this SKILL.md at the saved revision. Co-authors and history before file renames are not included.
File history ↗meme-maker
Search meme templates, suggest formats, and generate local or hosted image memes.
skills/meme-maker/SKILL.md
OpenClawContributors
GitHub-linked commit authors for this SKILL.md at the saved revision. Co-authors and history before file renames are not included.
File history ↗memento-flashcards
Spaced-repetition flashcards: create, review, quiz, export.
optional-skills/productivity/memento-flashcards/SKILL.md
Hermes AgentContributors
GitHub-linked commit authors for this SKILL.md at the saved revision. Co-authors and history before file renames are not included.
File history ↗memory-benchmark
How to benchmark and analyze memory usage in Turso using the memory-benchmark crate and dhat heap profiler. Use this skill whenever the user mentions memory usage, memory profiling, allocation tracking, heap analysis, memory regression, memory benchmarking, dhat, or wants to understand where memory is being allocated during SQL workloads. Also use when investigating memory growth in WAL or MVCC mode. IMPORTANT - If you modify the perf/memory crate (add profiles, change CLI flags, change output format, etc.), update this skill document to reflect those changes so it stays accurate for future agents.
.claude/skills/memory-benchmark/SKILL.md
TursoContributors
GitHub-linked commit authors for this SKILL.md at the saved revision. Co-authors and history before file renames are not included.
File history ↗memory-triage
Persistent long-term memory protocol powered by mem0. Evaluate conversations for durable facts worth storing via memory_add. Handles identity, preferences, decisions, configurations, rules, projects, and relationships. Loaded by the openclaw-mem0 plugin when skills mode is active.
integrations/openclaw/skills/memory-triage/SKILL.md
Mem0Contributors
GitHub-linked commit authors for this SKILL.md at the saved revision. Co-authors and history before file renames are not included.
File history ↗merge
Handle main-to-next merge tasks including conflict resolution, changeset cleanup, and CI fix-ups. Use when merging main into next.
.agents/skills/merge/SKILL.md
AstroContributors
GitHub-linked commit authors for this SKILL.md at the saved revision. Co-authors and history before file renames are not included.
File history ↗merger-model
Build M&A accretion/dilution workbooks in Excel.
optional-skills/finance/merger-model/SKILL.md
Hermes AgentContributors
GitHub-linked commit authors for this SKILL.md at the saved revision. Co-authors and history before file renames are not included.
File history ↗meta-framework
Integrating TanStack DB with meta-frameworks (TanStack Start, Next.js, Remix, Nuxt, SvelteKit). Client-side only: SSR is NOT supported — routes must disable SSR. Preloading eager collections in route loaders with collection.preload(). On-demand Query Collections require preloading the live query because source collection preload is a no-op. Multiple collection preloading with Promise.all. Framework-specific loader APIs.
packages/db/skills/meta-framework/SKILL.md
TanStack DBContributors
GitHub-linked commit authors for this SKILL.md at the saved revision. Co-authors and history before file renames are not included.
File history ↗metal-kernel
Write Metal/MPS kernels for PyTorch operators. Use when adding MPS device support to operators, implementing Metal shaders, or porting CUDA kernels to Apple Silicon. Covers native_functions.yaml dispatch, host-side operators, and Metal kernel implementation.
.claude/skills/metal-kernel/SKILL.md
PyTorchContributors
GitHub-linked commit authors for this SKILL.md at the saved revision. Co-authors and history before file renames are not included.
File history ↗middleware
createMiddleware, request middleware (.server only), server function middleware (.client + .server), context passing via next({ context }), sendContext for client-server transfer, global middleware via createStart in src/start.ts, middleware factories, method order enforcement, fetch override precedence.
packages/start-client-core/skills/start-core/middleware/SKILL.md
TanStack RouterContributors
GitHub-linked commit authors for this SKILL.md at the saved revision. Co-authors and history before file renames are not included.
File history ↗migrate-ai-sdk-v6-to-v7
Migrate applications from AI SDK 6.x to AI SDK 7.0. Use when upgrading Vercel AI SDK packages, fixing v7 migration errors, or when the user mentions AI SDK v6, v7, upgrade, migration, breaking changes, system to instructions, fullStream, telemetry, tool context, or finalStep.
skills/migrate-ai-sdk-v6-to-v7/SKILL.md
AI SDKContributors
GitHub-linked commit authors for this SKILL.md at the saved revision. Co-authors and history before file renames are not included.
File history ↗migrate-from-nextjs
Step-by-step migration from Next.js App Router to TanStack Start: route definition conversion, API mapping, server function conversion from Server Actions, middleware conversion, data fetching pattern changes.
packages/react-start/skills/lifecycle/migrate-from-nextjs/SKILL.md
TanStack RouterContributors
GitHub-linked commit authors for this SKILL.md at the saved revision. Co-authors and history before file renames are not included.
File history ↗migrate-from-react-router
Step-by-step migration from React Router v7 to TanStack Router: route definition conversion, Link/useNavigate API differences, useSearchParams to validateSearch + useSearch, useParams with from, Outlet replacement, loader conversion, code splitting differences.
packages/react-router/skills/lifecycle/migrate-from-react-router/SKILL.md
TanStack RouterContributors
GitHub-linked commit authors for this SKILL.md at the saved revision. Co-authors and history before file renames are not included.
File history ↗migrate-oxfmt
Guide for migrating a project from Prettier or Biome to Oxfmt. Use when asked to migrate, convert, or switch a JavaScript/TypeScript project's formatter from Prettier or Biome to Oxfmt.
.agents/skills/migrate-oxfmt/SKILL.md
OxcContributors
GitHub-linked commit authors for this SKILL.md at the saved revision. Co-authors and history before file renames are not included.
File history ↗migrate-oxlint
Guide for migrating a project from ESLint to Oxlint. Use when asked to migrate, convert, or switch a JavaScript/TypeScript project's linter from ESLint to Oxlint.
.agents/skills/migrate-oxlint/SKILL.md
OxcContributors
GitHub-linked commit authors for this SKILL.md at the saved revision. Co-authors and history before file renames are not included.
File history ↗migrate-to-sqlite
Migrate a TinyBase table to SQLite. Use when asked to move a data domain (e.g. templates, vocabs) from the TinyBase store to the app SQLite database.
.agents/skills/migrate-to-sqlite/SKILL.md
AnarlogContributors
GitHub-linked commit authors for this SKILL.md at the saved revision. Co-authors and history before file renames are not included.
File history ↗migrating-agno-to-pydantic-ai
Migrate Python Agno applications to Pydantic AI and, only when needed, Pydantic AI Harness. Use when source code imports `agno` or relies on Agno agents, teams, workflows, sessions, memory, knowledge, tools, hooks, guardrails, approvals, skills, streaming, or AgentOS.
pydantic_ai_slim/pydantic_ai/.agents/skills/migrating-agno-to-pydantic-ai/SKILL.md
Pydantic AIContributors
GitHub-linked commit authors for this SKILL.md at the saved revision. Co-authors and history before file renames are not included.
File history ↗migrating-claude-agent-sdk-to-pydantic-ai
Migrate Python applications from the Claude Agent SDK to Pydantic AI and, only when needed, Pydantic AI Harness. Use when source code imports `claude_agent_sdk` or relies on Claude Code's agent loop, sessions, built-in tools, hooks, permissions, skills, or subagents. Do not use for the Anthropic Messages SDK or Claude Managed Agents.
pydantic_ai_slim/pydantic_ai/.agents/skills/migrating-claude-agent-sdk-to-pydantic-ai/SKILL.md
Pydantic AIContributors
GitHub-linked commit authors for this SKILL.md at the saved revision. Co-authors and history before file renames are not included.
File history ↗migrating-google-adk-to-pydantic-ai
Migrate Python Google Agent Development Kit (ADK) applications to Pydantic AI. Use for `LlmAgent`, `Runner`, sessions, state, memory, tools, callbacks, plugins, graph or dynamic workflows, resumability, events, artifacts, MCP, and ADK deployment boundaries.
pydantic_ai_slim/pydantic_ai/.agents/skills/migrating-google-adk-to-pydantic-ai/SKILL.md
Pydantic AIContributors
GitHub-linked commit authors for this SKILL.md at the saved revision. Co-authors and history before file renames are not included.
File history ↗migrating-langchain-to-pydantic-ai
Migrate Python LangChain, LangGraph, or Deep Agents applications to Pydantic AI and, when the source uses harness features, Pydantic AI Harness. Use for LangChain agents, chains, LCEL, direct LangGraph graphs, persistence, interrupts, streaming, and `create_deep_agent` projects with planning, filesystem or sandbox backends, skills, memory, subagents, permissions, approvals, or Deep Agents Code hosts.
pydantic_ai_slim/pydantic_ai/.agents/skills/migrating-langchain-to-pydantic-ai/SKILL.md
Pydantic AIContributors
GitHub-linked commit authors for this SKILL.md at the saved revision. Co-authors and history before file renames are not included.
File history ↗migrating-mastra-to-pydantic-ai
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, memory, processors, streaming, approvals, skills, or subagents.
pydantic_ai_slim/pydantic_ai/.agents/skills/migrating-mastra-to-pydantic-ai/SKILL.md
Pydantic AIContributors
GitHub-linked commit authors for this SKILL.md at the saved revision. Co-authors and history before file renames are not included.
File history ↗migrating-openai-agents-sdk-to-pydantic-ai
Migrate Python OpenAI Agents SDK applications to Pydantic AI and, when warranted, Pydantic AI Harness. Use for `agents.Agent`, `Runner`, function tools, handoffs, guardrails, sessions, human approval, streaming, or `SandboxAgent`. Do not use for applications built directly on the OpenAI Responses API without the Agents SDK runtime.
pydantic_ai_slim/pydantic_ai/.agents/skills/migrating-openai-agents-sdk-to-pydantic-ai/SKILL.md
Pydantic AIContributors
GitHub-linked commit authors for this SKILL.md at the saved revision. Co-authors and history before file renames are not included.
File history ↗migrating-pi-to-pydantic-ai
Migrate TypeScript Pi coding-agent applications, extensions, or packages to Python with Pydantic AI and Pydantic AI Harness. Use when source code imports `@earendil-works/pi-*`, calls `createAgentSession`, registers Pi extensions, or relies on Pi tools, hooks, skills, sessions, compaction, providers, TUI, RPC, or packages.
pydantic_ai_slim/pydantic_ai/.agents/skills/migrating-pi-to-pydantic-ai/SKILL.md
Pydantic AIContributors
GitHub-linked commit authors for this SKILL.md at the saved revision. Co-authors and history before file renames are not included.
File history ↗migrating-vercel-ai-sdk-and-eve-to-pydantic-ai
Migrate TypeScript Vercel AI SDK or Eve applications to Python with Pydantic AI and, only when needed, Pydantic AI Harness. Use when source code imports `ai`, `@ai-sdk/*`, or `eve`, or relies on `generateText`, `streamText`, `ToolLoopAgent`, `useChat`, Eve agents, tools, skills, subagents, approvals, sessions, channels, schedules, or sandboxes.
pydantic_ai_slim/pydantic_ai/.agents/skills/migrating-vercel-ai-sdk-and-eve-to-pydantic-ai/SKILL.md
Pydantic AIContributors
GitHub-linked commit authors for this SKILL.md at the saved revision. Co-authors and history before file renames are not included.
File history ↗migration-guidance
Use when changing how a v3 public API maps to v4, editing migration annotations, or regenerating migration/v3-to-v4.md.
.agents/skills/migration-guidance/SKILL.md
EffectContributors
GitHub-linked commit authors for this SKILL.md at the saved revision. Co-authors and history before file renames are not included.
File history ↗minecraft-modpack-server
Host modded Minecraft servers (CurseForge, Modrinth).
optional-skills/gaming/minecraft-modpack-server/SKILL.md
Hermes AgentContributors
GitHub-linked commit authors for this SKILL.md at the saved revision. Co-authors and history before file renames are not included.
File history ↗minimizing-ty-ecosystem-changes
Use when a user says "minimize this ty ecosystem change", "reproduce this ecosystem result", "investigate a primer difference", "investigate a mypy_primer difference", "investigate a mypy-primer difference", or asks to reproduce, investigate, or minimize behavior changes in ty ecosystem/primer/mypy_primer/mypy-primer projects.
.agents/skills/minimizing-ty-ecosystem-changes/SKILL.md
RuffContributors
GitHub-linked commit authors for this SKILL.md at the saved revision. Co-authors and history before file renames are not included.
File history ↗minor-release
Write the changelog entry for a new minor or major Storybook release. Use when preparing a CHANGELOG.md entry for a X.Y.0 version.
.agents/skills/minor-release/SKILL.md
StorybookContributors
GitHub-linked commit authors for this SKILL.md at the saved revision. Co-authors and history before file renames are not included.
File history ↗modal
Serverless GPU cloud for ML jobs and model APIs.
optional-skills/mlops/modal/SKILL.md
Hermes AgentContributors
GitHub-linked commit authors for this SKILL.md at the saved revision. Co-authors and history before file renames are not included.
File history ↗model-integration
Use when adding a new model or pipeline to diffusers, setting up file structure for a new model, converting a pipeline to modular format, or converting weights for a new version of an already-supported model.
.ai/skills/model-integration/SKILL.md
model-usage
Summarize CodexBar local cost logs by model for Codex or Claude, including current or full breakdowns.
skills/model-usage/SKILL.md
monitor-ci
Monitor Nx Cloud CI pipeline and handle self-healing fixes. USE WHEN user says "monitor ci", "watch ci", "ci monitor", "watch ci for this branch", "track ci", "check ci status", wants to track CI status, or needs help with self-healing CI fixes. Prefer this skill over native CI provider tools (gh, glab, etc.) for CI monitoring — it integrates with Nx Cloud self-healing which those tools cannot access.
.agents/skills/monitor-ci/SKILL.md
NxContributors
GitHub-linked commit authors for this SKILL.md at the saved revision. Co-authors and history before file renames are not included.
File history ↗monitor-ci
Monitor Nx Cloud CI pipeline and handle self-healing fixes. USE WHEN user says "monitor ci", "watch ci", "ci monitor", "watch ci for this branch", "track ci", "check ci status", wants to track CI status, or needs help with self-healing CI fixes. Prefer this skill over native CI provider tools (gh, glab, etc.) for CI monitoring — it integrates with Nx Cloud self-healing which those tools cannot access.
.github/skills/monitor-ci/SKILL.md
NxContributors
GitHub-linked commit authors for this SKILL.md at the saved revision. Co-authors and history before file renames are not included.
File history ↗monitor-ci
Monitor Nx Cloud CI pipeline and handle self-healing fixes. USE WHEN user says "monitor ci", "watch ci", "ci monitor", "watch ci for this branch", "track ci", "check ci status", wants to track CI status, or needs help with self-healing CI fixes. Prefer this skill over native CI provider tools (gh, glab, etc.) for CI monitoring — it integrates with Nx Cloud self-healing which those tools cannot access.
.opencode/skills/monitor-ci/SKILL.md
NxContributors
GitHub-linked commit authors for this SKILL.md at the saved revision. Co-authors and history before file renames are not included.
File history ↗mono-color
Generate one- or two-ink editorial print poster images.
optional-skills/creative/mono-color/SKILL.md
Hermes AgentContributors
GitHub-linked commit authors for this SKILL.md at the saved revision. Co-authors and history before file renames are not included.
File history ↗
Diffusers
100 project snapshots scanned. Descriptions come from each skill’s metadata.