Software Development AI agent skills

13,359 skills in the archive. Read a skill’s instructions or open its original repository.

Openai Api
by @coco-research
Use when implementing GPT chat, streaming, function calling, embeddings for RAG, images, audio or batch jobs, or troubleshooting 429 rate limits and API or TypeScript errors. Stateless OpenAI patterns that prevent 16 documented…
Openai Agents
by @coco-research
Build AI applications with OpenAI Agents SDK - text agents, voice agents, multi-agent handoffs, tools with Zod schemas, guardrails, and streaming. Prevents 11 documented errors. Use when: building agents with tools, voice agents…
Arch Index
by @coco-research
Build and validate .arch/index.json — a committed map from each architectural component of this repository to the real directories and files that implement it, pinned to a git commit, with every path verified to exist. Also…
Brain
by @coco-research
Use when the user says brain, project knowledge, what do we know about, open tasks, or recent decisions, or runs /brain or /brain-update. SQLite project_brain.db tracker for entities, relationships, tasks, threads, decisions,…
Maker Mdap
by @coco-research
Knowledge base from "Solving a Million-Step LLM Task with Zero Errors" (Meyerson, Paolo, Dailey, Shahrzad, Francon, Hayes, Qiu, Hodjat, Miikkulainen — arXiv:2511.09030). Use when designing long-horizon, multi-step agentic LLM…
OpenAI Apps MCP
by @coco-research
Build ChatGPT apps with MCP servers on Cloudflare Workers. Extend ChatGPT with custom tools and interactive widgets (HTML/JS UI). Use when: developing ChatGPT extensions, implementing MCP servers, or troubleshooting CORS, widget…
Skill Evolution
by @coco-research
Use when running, reviewing or changing coco's self-evolution cycle: the 30-day loop that observes how skills are actually used, proposes evidence-backed edits to them as one branch and one pull request, and lands nothing…
Api Design Principles
by @coco-research
Use when designing a new REST or GraphQL API, reviewing an API spec before implementation, setting team API standards, or migrating REST to GraphQL. Covers resources, HTTP semantics, pagination, error handling, and pitfalls.
C4 Architecture
by @coco-research
Generate architecture documentation using C4 model Mermaid diagrams. Use when asked to create architecture diagrams, document system architecture, visualize software structure, or generate context/container/component/deployment…
Journey Map
by @coco-research
Loads full context for a React Flow (@xyflow/react) user journey mapping project. Use when working on, extending, debugging, or building features for the journey map tool. Triggers on: "journey map project", "open journey map",…
Agent Lightning
by @coco-research
Train and optimize AI agents using Microsoft's Agent Lightning framework with reinforcement learning. Use when setting up agent training, instrumenting agents with tracing, configuring LightningStore, implementing reward…
Pmstudio Meeting Notes
by @coco-research
Generate structured meeting notes from transcripts or pasted text. Use when someone says "meeting notes", "process this transcript", "summarize this call", "notes from today's meeting", or pastes/references a meeting transcript.…
Coco Loop
by @coco-research
Start a safe, governed autonomous loop from a plain-language goal. Use when the user says /coco-loop, "run an autonomous loop", "keep my build green for N hours", "work on X autonomously for a while", or wants a bounded…
Coco Cli
by @coco-research
Install, update, version-check, or uninstall the Coco open-source AI workflow framework via bin/coco.js. Use when setting up Coco on a machine, checking out the pinned release tag into an existing clone, checking the installed…
Goal
by @coco-research
Persistent project goal that survives across sessions and tools, with continuous-execution loop semantics. Use when someone asks to "set a goal", "what is my goal", "goal status", "keep working on X until done", "resume the…
Migrate To Skills
by @coco-research
Convert 'Applied intelligently' Cursor rules (.cursor/rules/*.mdc) and slash commands (.cursor/commands/*.md) to Agent Skills format (.cursor/skills/). Use when the user wants to migrate rules or commands to skills, convert .mdc…
Coco Ship
by @coco-research
Use when finished work needs to reach a coco-managed repository (coco-research/coco or similar) — verifies branch state, commits, pushes through the corporate DLP guard only when actually needed, opens a PR against main, waits…
Brain:Update
by @coco-research
End-of-session brain flush. Scans the full conversation, extracts all new entities, decisions, tasks, events, relationships, and updates, presents a summary, and writes to project_brain.db after confirmation. Use at end of every…
Create Rule
by @coco-research
Create Cursor rules for persistent AI guidance. Use when the user wants to create a rule, add coding standards, set up project conventions, configure file-specific patterns, create RULE.md files, or asks about .cursor/rules/ or…
Gsd Check Todos
by @coco-research
Use when the user asks what is pending, what to do next, or to list todos (optionally filtered by area). Lists pending todos, loads full context for the selected one, and routes to work now, add to a phase, brainstorm, or create…
Brain:Rescan
by @coco-research
Use when project files changed since the last brain scan, CLAUDE.local.md was updated, or a periodic refresh is due. Rescans incrementally, writes new entities, decisions, and documents; needs project_brain.db (run /brain-init…
Brain:Wiki
by @coco-research
Use when the user asks for a knowledge article, wiki page, or entity summary from the brain, or wants to search, list, or review merges across brain DB articles. Generates Wikipedia-style articles from entities, decisions, and…
Finishing A Development Branch
by @coco-research
Use when implementation is done and tests pass and the user must choose to merge locally, open a PR, keep the branch, or discard it. Presents those four options, executes the choice, and cleans up the worktree for merge and…
Gsd Audit Fix
by @coco-research
Use after /gsd-audit-uat when the user wants the findings fixed, not just listed. Classifies each issue as auto-fixable or manual and fixes the auto-fixable ones with test verification and atomic commits; --severity sets the…
Code Verification
by @coco-research
Use after every code change, after writing tests, or before marking a task complete, and when the user says verify, quality gate, or audit code. Runs a 7-category mechanical check for TDZ, import, dead code, and mock leakage bugs.
Update Cursor Settings
by @coco-research
Modify Cursor/VSCode user settings in settings.json. Use when the user wants to change editor settings, preferences, configuration, themes, font size, tab size, format on save, auto save, keybindings, or any settings.json values.
Brain:Init
by @coco-research
Use when setting up project memory in a new folder or on the first brain:init in a project. Creates project_brain.db, registers the project, and bootstraps it from CLAUDE.local.md, memory files, docs, and emails; safe to re-run.
Create Subagent
by @coco-research
Create custom subagents for specialized AI tasks. Use when the user wants to create a new type of subagent, set up task-specific agents, configure code reviewers, debuggers, or domain-specific assistants with custom prompts.
Redesign Existing Projects
by @coco-research
Use when the user asks to make an existing website or app look premium, remove generic AI-looking design, or polish a UI without changing functionality. Audits the stack, lists the generic AI patterns, and upgrades in place.
Ultra Think
by @coco-research
Use when facing architectural decisions, complex trade-offs, strategic technology choices, or scaling and migration questions that deserve more than a quick answer. Lays out options with trade-offs, then a recommendation.
Gsd Add Backlog
by @coco-research
Use when the user wants to park an idea or feature request that is not ready for active planning, or says add it to the backlog. Writes a 999.x entry to ROADMAP.md and creates its phase directory for later promotion.
Workflow Routing
by @coco-research
Use when starting any task, before invoking any other skill or GSD command, to route between Superpowers skills and GSD commands from project state and task scope. Fires first when both systems are installed.
Agent Self Eval
by @coco-research
Post-run self-evaluation system that scores agent output on correctness, clarity, actionability, and conciseness. Use after /team runs, skill executions, or when explicitly asked to evaluate output quality.
Ai Product
by @coco-research
Use when building AI features into a product: LLM integration, RAG pipelines, guardrails, streaming, AI UX, prompt engineering, or AI cost control. Treats prompts as code and validates every model output.
Gsd Add Todo
by @coco-research
Use when an idea, task, or issue surfaces mid-session and the user wants it captured as a todo instead of doing it now. Infers the area, checks duplicates, and writes the todo file plus a STATE.md update.
Axiom Liquid Glass
by @coco-research
Use when implementing, reviewing, or debugging Apple Liquid Glass: iOS 26+ adoption, Regular vs Clear variants, tinting, scroll edge effects, or an iOS-native redesign review.
Tailwind Patterns
by @coco-research
Tailwind CSS v4 principles. CSS-first configuration, container queries, modern patterns, design token architecture. Use when building with Tailwind v4 or migrating from v3.
Z Expense Policy Qa
by @tjxj
当用户提到报销制度、差旅标准、这笔钱能不能报，并希望基于用户提供或内置资料进行制度核对、问答、材料检查、版本比较、出处追溯时使用。回答前必须运行多表达式证据检索，保留条款或章节，区分直接证据、综合、推断和资料缺口。内置制度为虚构演示资料，处理真实公司问题前必须替换语料。
Z Qwen Audio Studio
by @tjxj
Use when creating complete generated audio with qwen-audio-3.1-tts-next, including podcasts, radio drama, advertisements, multiple speakers, reference voices, ambience, sound effects, or background music. Trigger on…
Swift Concurrency Pro
by @twostraws
Reviews Swift code for concurrency correctness, modern API usage, and common async/await pitfalls. Use when reading, writing, or reviewing Swift concurrency code.
Oss Forensics
by @Tommy-yw
Supply chain investigation, evidence recovery, and forensic analysis for GitHub repositories. Covers deleted commit recovery, force-push detection, IOC extraction, multi-source evidence collection, hypothesis…
Touchdesigner Mcp
by @Tommy-yw
Control a running TouchDesigner instance via twozero MCP — create operators, set parameters, wire connections, execute Python, build real-time visuals. 36 native tools.
Fastmcp
by @Tommy-yw
Build, test, inspect, install, and deploy MCP servers with FastMCP in Python. Use when creating a new MCP server, wrapping an API or database as MCP tools, exposing resources or prompts, or preparing a FastMCP server for Claude…
Sheet Music Publisher
by @bitwize-music-studio
Converts mastered audio to sheet music and creates printable songbooks. Use after mastering when the user wants sheet music or a songbook for their album.
Github Pr Workflow
by @Tommy-yw
Full pull request lifecycle — create branches, commit changes, open PRs, monitor CI status, auto-fix failures, and merge. Works with gh CLI or falls back to git + GitHub REST API via curl.
Drug Discovery
by @Tommy-yw
Pharmaceutical research assistant for drug discovery workflows. Search bioactive compounds on ChEMBL, calculate drug-likeness (Lipinski Ro5, QED, TPSA, synthetic accessibility), look up drug-drug interactions via OpenFDA,…
Fitness Nutrition
by @Tommy-yw
Gym workout planner and nutrition tracker. Search 690+ exercises by muscle, equipment, or category via wger. Look up macros and calories for 380,000+ foods via USDA FoodData Central. Compute BMI, TDEE, one-rep max, macro splits,…
Hermes Atropos Environments
by @Tommy-yw
Build, test, and debug Hermes Agent RL environments for Atropos training. Covers the HermesAgentBaseEnv interface, reward functions, agent loop integration, evaluation with tools, wandb logging, and the three CLI modes…
Meme Generation
by @Tommy-yw
Generate real meme images by picking a template and overlaying text with Pillow. Produces actual .png meme files.
Github Issues
by @Tommy-yw
Create, manage, triage, and close GitHub issues. Search existing issues, add labels, assign people, and link to PRs. Works with gh CLI or falls back to git + GitHub REST API via curl.
Dogfood
by @Tommy-yw
Systematic exploratory QA testing of web applications — find bugs, capture evidence, and generate structured reports
Ideation
by @Tommy-yw
Generate project ideas through creative constraints. Use when the user says 'I want to build something', 'give me a project idea', 'I'm bored', 'what should I make', 'inspire me', or any variant of 'I have tools but no…
Suno Engineer
by @bitwize-music-studio
Constructs technical Suno style prompts for the current model family (v6, v6-wild, v6-mini), selects models and generation settings, and optimizes prompts. Use when creating or refining Suno prompts for track generation.
Github Auth
by @Tommy-yw
Set up GitHub authentication for the agent using git (universally available) or the gh CLI. Covers HTTPS tokens, SSH keys, credential helpers, and gh auth — with a detection flow to pick the right method automatically.
Duckduckgo Search
by @Tommy-yw
Free web search via DuckDuckGo — text, news, images, videos. No API key needed. Prefer the `ddgs` CLI when installed; use the Python DDGS library only after verifying that `ddgs` is available in the current runtime.
Solana
by @Tommy-yw
Query Solana blockchain data with USD pricing — wallet balances, token portfolios with values, transaction details, NFTs, whale detection, and live network stats. Uses Solana RPC + CoinGecko. No API key required.
Document Hunter
by @bitwize-music-studio
Searches and retrieves documents from free public sources using automated browser navigation. Use when research needs primary source documents like court filings, government reports, or public records.
Github Code Review
by @Tommy-yw
Review code changes by analyzing git diffs, leaving inline comments on PRs, and performing thorough pre-push review. Works with gh CLI or falls back to git + GitHub REST API via curl.
Github Repo Management
by @Tommy-yw
Clone, create, fork, configure, and manage GitHub repositories. Manage remotes, secrets, releases, and workflows. Works with gh CLI or falls back to git + GitHub REST API via curl.
Clipboard
by @bitwize-music-studio
Copies track content (lyrics, style prompts, streaming lyrics) to the system clipboard. Use when the user needs to paste lyrics or style prompts into Suno or other external tools.
Researchers Tech
by @bitwize-music-studio
Researches project histories, changelogs, developer interviews, and open source documentation. Use when the album subject involves technology projects or developer stories.
Researchers Primary Source
by @bitwize-music-studio
Researches the subject's own words from tweets, blogs, forums, and chat logs. Use when research needs direct quotes or first-person accounts.
Gitnexus Explorer
by @Tommy-yw
Index a codebase with GitNexus and serve an interactive knowledge graph via web UI + Cloudflare tunnel.
Canvas
by @Tommy-yw
Canvas LMS integration — fetch enrolled courses and assignments using API token authentication.
Page Agent
by @Tommy-yw
Embed alibaba/page-agent into your own web application — a pure-JavaScript in-page GUI agent that ships as a single <script> tag or npm package and lets end-users of your site drive the UI with natural language ("click login,…
One Three One Rule
by @Tommy-yw
Structured decision-making framework for technical proposals and trade-off analysis. When the user faces a choice between multiple approaches (architecture decisions, tool selection, refactoring strategies, migration paths),…
Jupyter Live Kernel
by @Tommy-yw
Use a live Jupyter kernel for stateful, iterative Python execution via hamelnb. Load this skill when the task involves exploration, iteration, or inspecting intermediate results — data science, ML experimentation, API…
Honcho
by @Tommy-yw
Configure and use Honcho memory with Hermes -- cross-session user modeling, multi-profile peer isolation, observation config, dialectic reasoning, session summaries, and context budget enforcement. Use when setting up Honcho,…
Voice Checker
by @bitwize-music-studio
Reviews lyrics and prose for AI-written patterns (abstract noun stacking, over-explained metaphors, cliche escalation, missing idiosyncrasy, prose AI tells). Advisory Warning/Info severity — flags issues, does not block or…
Hermes Agent
by @Tommy-yw
Complete guide to using and extending Hermes Agent — CLI usage, setup, configuration, spawning additional agents, gateway platforms, skills, voice, tools, profiles, and a concise contributor reference. Load this skill when…
Native Mcp
by @Tommy-yw
Built-in MCP (Model Context Protocol) client that connects to external MCP servers, discovers their tools, and registers them as native Hermes Agent tools. Supports stdio and HTTP transports with automatic reconnection, security…
Adversarial Ux Test
by @Tommy-yw
Roleplay the most difficult, tech-resistant user for your product. Browse the app as that persona, find every UX pain point, then filter complaints through a pragmatism layer to separate real problems from noise. Creates…
Bioinformatics
by @Tommy-yw
Gateway to 400+ bioinformatics skills from bioSkills and ClawBio. Covers genomics, transcriptomics, single-cell, variant calling, pharmacogenomics, metagenomics, structural biology, and more. Fetches domain-specific reference…
Blender Mcp
by @Tommy-yw
Control Blender directly from Hermes via socket connection to the blender-mcp addon. Create 3D objects, materials, animations, and run arbitrary Blender Python (bpy) code. Use when user wants to create or modify anything in…
Blackbox
by @Tommy-yw
Delegate coding tasks to Blackbox AI CLI agent. Multi-model agent with built-in judge that runs tasks through multiple LLMs and picks the best result. Requires the blackbox CLI and a Blackbox AI API key.
Codebase Inspection
by @Tommy-yw
Inspect and analyze codebases using pygount for LOC counting, language breakdown, and code-vs-comment ratios. Use when asked to check lines of code, repo size, language composition, or codebase stats.
Opencode
by @Tommy-yw
Delegate coding tasks to OpenCode CLI agent for feature implementation, refactoring, PR review, and long-running autonomous sessions. Requires the opencode CLI installed and authenticated.
Minecraft Modpack Server
by @Tommy-yw
Set up a modded Minecraft server from a CurseForge/Modrinth server pack zip. Covers NeoForge/Forge install, Java version, JVM tuning, firewall, LAN config, backups, and launch scripts.
Agentmail
by @Tommy-yw
Give the agent its own dedicated email inbox via AgentMail. Send, receive, and manage email autonomously using agent-owned email addresses (e.g. hermes-agent@agentmail.to).
Huggingface Hub
by @Tommy-yw
Hugging Face Hub CLI (hf) — search, download, and upload models and datasets, manage repos, query datasets with SQL, deploy inference endpoints, manage Spaces and buckets.
Claude Code
by @Tommy-yw
Delegate coding tasks to Claude Code (Anthropic's CLI agent). Use for building features, refactoring, PR reviews, and iterative coding. Requires the claude CLI installed.
Codex
by @Tommy-yw
Delegate coding tasks to OpenAI Codex CLI agent. Use for building features, refactoring, PR reviews, and batch issue fixing. Requires the codex CLI and a git repository.
Session Start
by @bitwize-music-studio
Runs the session startup procedure - verifies setup, loads config and state, checks skill models, and reports project status. Use at the beginning of a fresh session.
Ascii Art
by @Tommy-yw
Generate ASCII art using pyfiglet (571 fonts), cowsay, boxes, toilet, image-to-ascii, remote APIs (asciified, ascii.co.uk), and LLM fallback. No API keys required.
Heartmula
by @Tommy-yw
Set up and run HeartMuLa, the open-source music generation model family (Suno-like). Generates full songs from lyrics + tags with multilingual support.
Setup
by @bitwize-music-studio
Detects your Python environment and guides you through installing plugin dependencies. Use on first-time setup or when MCP server fails to start.
Docker Management
by @Tommy-yw
Manage Docker containers, images, volumes, networks, and Compose stacks — lifecycle ops, debugging, cleanup, and Dockerfile optimization.
Scrapling
by @Tommy-yw
Web scraping with Scrapling - HTTP fetching, stealth browser automation, Cloudflare bypass, and spider crawling via CLI and Python.
Siyuan
by @Tommy-yw
SiYuan Note API for searching, reading, creating, and managing blocks and documents in a self-hosted knowledge base via curl.
Clickhouse Js Node Rowbinary
by @ClickHouse
Generate TypeScript/JavaScript code that reads/decodes AND writes/encodes ClickHouse RowBinary streams for the ClickHouse HTTP server. Use this skill whenever a user wants to parse or produce `RowBinary`, `RowBinaryWithNames`,…
Clickhouse Js Node Coding
by @ClickHouse
Write idiomatic application code with the ClickHouse Node.js client (`@clickhouse/client`). Use this skill whenever a user is *building* against the Node.js client — configuring the client, pinging, inserting rows in JSON or raw…
Clickhouse Js Node Troubleshooting
by @ClickHouse
Troubleshoot and resolve common issues with the ClickHouse Node.js client (@clickhouse/client). Use this skill whenever a user reports errors, unexpected behavior, or configuration questions involving the Node.js client…
Chdb Datastore
by @ClickHouse
Use when the user has tabular data (pandas DataFrame, parquet, csv, Arrow, json) and wants to filter, group, aggregate, join, or speed up slow pandas. Provides chDB DataStore — same pandas API, ClickHouse engine underneath. Also…
Ops Rules
by @Lifecycle-Innovations-Limited
OPS on-demand: This skill should be used when running any ops skill, or when the user asks to "ops…
Vip
by @Lifecycle-Innovations-Limited
OPS on-demand: This skill should be used when the user asks to "vip list", "who is a VIP", "add someone…
Ops Yolo
by @Lifecycle-Innovations-Limited
OPS on-demand: This skill should be used when the user asks to "yolo mode", "run the business today"…
Ops Merge
by @Lifecycle-Innovations-Limited
OPS on-demand: This skill should be used when the user asks to "merge PRs", "salvage branches", or…
Ops Orchestrate
by @Lifecycle-Innovations-Limited
OPS on-demand: This skill should be used when the user asks to "orchestrate projects", "dispatch…
Ops Socials
by @Lifecycle-Innovations-Limited
OPS on-demand: This skill should be used when the user asks to "tweet", "post to linkedin", or…
Desktop Act
by @Lifecycle-Innovations-Limited
Cross-OS computer-use MCP: multi-agent exclusive desktop leases, Xvnc pool on Linux, single-session macOS/Windows. Use for GUI/desktop automation and concurrent agent desktops.