Software Development AI agent skills

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

• Oracle

  by @steipete

  Oracle second-model review: bundle prompts/files, debug, refactor, design.

• Instruments Profiling

  by @steipete

  Instruments/xctrace profiling: macOS/iOS traces, binaries, args, exports.

• Mac Maintenance

  by @steipete

  Mac upkeep: brew update/upgrade, pull clean repos, empty Trash.

• Codex Debugging

  by @steipete

  Codex debugging: codex-rs core/tui/exec/cli/app-server/config.

• Release

  by @BlockRunAI

  Use this skill for EVERY ClawRouter release. Enforces the full checklist — version sync, CHANGELOG, build, tests, npm publish, git tag, GitHub release. No step can be skipped.

• Feishu Create Doc

  by @op7418

  创建飞书云文档。从 Lark-flavored Markdown 内容创建新的飞书云文档，支持指定创建位置（文件夹/知识库/知识空间）。

• Feishu Update Doc

  by @op7418

  更新飞书云文档。支持 7 种更新模式：追加、覆盖、定位替换、全文替换、前/后插入、删除。

• Aig Agent Redteam

  by @Tencent

  当用户要求 AI/Agent 安全评估、蓝军演习、AI 安全审查、提示词注入测试、MCP/Skill/插件/代码包审计、Agent 工具链滥用测试，或需要生成类似渗透测试报告的 Markdown/HTML 时，必须使用本 skill。本 skill 让 Agent 以授权蓝军视角成为 AI 安全专家，面向 AI 产品、Agent、MCP Server、Skill、代码仓库和 AI 基础设施进行安全演习。优先使用第一性原理推理和真实证据，而不是机械跑…

• Web Exfiltration Detection

  by @Tencent

  Detect data exfiltration via URL path encoding and chained web_fetch navigation. Covers fake trusted UI injection, letter-level URL path exfiltration, and multi-hop navigation hijacking. Use when the agent has web/URL fetch…

• Indirect Injection Detection

  by @Tencent

  Detect indirect prompt injection (goal hijack). Instructions hidden in "external" content (documents, RAG, web) that the agent processes. Use when the agent has document/RAG/web/file input.

• Tool Abuse Detection

  by @Tencent

  Detect tool misuse and unexpected code execution via dialogue testing. Use when the agent exposes file, code-execution, or network tools.

• Authorization Bypass Detection

  by @Tencent

  Detect privilege escalation and unauthorized access via dialogue. Use when the agent has roles, admin functions, or multi-user data.

• Unexpected Code Execution Detection

  by @Tencent

  Detect command injection, eval/exec usage, remote execution, or arbitrary code loading.

• Deepchat Release

  by @ThinkInAIXYZ

  Prepare and publish DeepChat releases in this repository. Use when Codex needs to bump the app version, update CHANGELOG.md, keep release notes bilingual from v1.0.1 onward with English bullets first and Chinese bullets second,…

• Deepchat Sdd Cleanup

  by @ThinkInAIXYZ

  Use only when a developer explicitly asks to clean, prune, tidy, or organize DeepChat SDD documentation after implementation and validation. Scans docs/features, docs/issues, and docs/architecture; prefers multi-agent review…

• Rails Dev

  by @tech-leads-club

  Opinionated Rails conventions: rich models, concerns, CRUD-everything, state-as-records, minimal dependencies, Minitest with fixtures. Load this skill BEFORE any code-level thinking, not only before editing a file. It is…

• Tlc Spec Driven

  by @tech-leads-club

  Feature planning and implementation with 4 adaptive phases (Specify, Design, Tasks, Execute). Auto-sizes depth by complexity. Writes testable requirements in EARS notation, atomic tasks, atomic Conventional Commits, and…

• Harness Eval

  by @tech-leads-club

  Evaluate a repo agent harness (AGENTS.md, rules, skills, skill refs) for broken paths/commands, redundant instructions, and usefulness using a stack-agnostic dual-judge protocol with planted traps. HIGH PRIORITY questionnaires…

• Shopify Developer

  by @tech-leads-club

  Complete Shopify development reference covering Liquid templating, OS 2.0 themes, GraphQL APIs, Hydrogen, Functions, and performance optimization (API v2026-01). Use when working with .liquid files, building Shopify themes or…

• Tlc Spec Lean

  by @tech-leads-club

  Spec-driven feature work that freezes obligations instead of the plan: one human-reviewed plan with EARS criteria, path, entities, interface and one-way doors, then proof-backed checks, then build, then an independent Verifier.…

• React Composition Patterns

  by @tech-leads-club

  React composition patterns that scale. Use when refactoring components with boolean prop proliferation, building flexible component libraries, or designing reusable APIs. Triggers on tasks involving compound components, render…

• Evolutionary Modular Architecture

  by @tech-leads-club

  Guides design and implementation of evolutionary modular-monolith platforms with DDD (strategic + tactical), flat-by-aggregate organization, an Anti-Corruption Layer for vendor independence, a transactional outbox for events,…

• Render Deploy

  by @tech-leads-club

  Deploy applications to Render by analyzing codebases, generating render.yaml Blueprints, and providing Dashboard deeplinks. Use when the user wants to deploy, host, publish, or set up their application on Render's cloud…

• Aws Advisor

  by @tech-leads-club

  Expert AWS Cloud Advisor for architecture design, security review, and implementation guidance. Leverages AWS MCP tools for accurate, documentation-backed answers. Use when user asks about AWS architecture, security, service…

• Legacy Migration Planner

  by @tech-leads-club

  Use when planning legacy system migrations, codebase modernization, monolith decomposition, microservices consolidation, cross-language rewrites, or framework upgrades. Invoke for strangler fig pattern, incremental migration…

• React Native Expert

  by @tech-leads-club

  Senior React Native and Expo engineer for building production-ready cross-platform mobile apps. Use when building React Native components, implementing navigation with Expo Router, optimizing list and scroll performance, working…

• Skill Architect

  by @tech-leads-club

  Expert guide for designing and building high-quality skills from scratch through structured conversation. Use when someone wants to create a new skill, build a skill, design a skill, or asks for help making Agents do something…

• The Jury

  by @tech-leads-club

  Use when a question, decision, plan, tradeoff, or claim needs a rigorous verdict and one perspective is not enough. Spawns a panel of 3 to 5 subagent jurors that form independent blind opinions, deliberate anonymously under an…

• Tactical Ddd

  by @tech-leads-club

  Detects anemic domain models, validates and refactors them into rich domain models, and enforces tactical DDD patterns (Entities, Value Objects, Aggregates, Domain Services, Domain Events). Use when the user asks to validate,…

• Codenavi

  by @tech-leads-club

  Your pathfinder for navigating unknown codebases. Investigates with precision, implements surgically, and never assumes — if it doesn't know, it says so. Maintains a .notebook/ knowledge base that grows across sessions, turning…

• Spec Driven Eval

  by @tech-leads-club

  Scores how completely an implementation fulfills a PRD/spec, case by case, and produces a single comparable final grade. Invoke only when explicitly named (e.g. run spec-driven-eval); do not auto-trigger. Use when benchmarking…

• Content To Pipeline

  by @tech-leads-club

  When the user wants to turn content into revenue, build a content-led GTM motion, reverse engineer distribution, or repurpose content across platforms. Also use when the user mentions 'content marketing,' 'content-led growth,'…

• Gtm Engineering

  by @tech-leads-club

  When the user wants to build GTM automation with code, design workflow architectures, use AI agents for GTM tasks, or implement the 'architecture over tools' principle. Also use when the user mentions 'GTM engineering,' 'GTM…

• Ai Sdr

  by @tech-leads-club

  When the user wants to deploy AI sales development reps, automate sales qualification, build signal-to-action routing, or design AI agent architecture for sales. Also use when the user mentions 'AI SDR,' 'AI sales agent,'…

• Ai Cold Outreach

  by @tech-leads-club

  When the user wants to build an AI-powered outreach system, write cold emails, improve deliverability, or scale personalized outreach. Also use when the user mentions 'cold email,' 'cold outreach,' 'outreach automation,'…

• Ai Pricing

  by @tech-leads-club

  When the user wants to price an AI product, choose a charge metric, design pricing tiers, or optimize margins. Also use when the user mentions 'AI pricing,' 'usage-based pricing,' 'consumption pricing,' 'outcome pricing,'…

• Domain Analysis

  by @tech-leads-club

  Maps business domains and suggests service boundaries in any codebase using DDD Strategic Design. Use when asking "what are the domains in this codebase?", "where should I draw service boundaries?", "identify bounded contexts",…

• Tlc Plan

  by @tech-leads-club

  Turns decided work — a PRD, design doc, RFC, or thread — into tasks a builder can act on without guessing. Finds slices that each prove something, grounds them in the code, and writes intent, observable criteria with concrete…

• Lead Enrichment

  by @tech-leads-club

  When the user wants to build data enrichment workflows, score leads against ICP, set up Clay waterfalls, or improve contact data quality. Also use when the user mentions 'enrichment,' 'data enrichment,' 'Clay,' 'waterfall…

• Component Flattening Analysis

  by @tech-leads-club

  Detects misplaced classes and fixes component hierarchy problems — finds code that should belong inside a component but sits at the root level. Use when asking "clean up component structure", "find orphaned classes", "fix module…

• Decomposition Planning Roadmap

  by @tech-leads-club

  Creates step-by-step decomposition plans and migration roadmaps for breaking apart monolithic applications. Use when asking "what order should I extract services?", "plan my migration", "create a decomposition roadmap",…

• Domain Identification Grouping

  by @tech-leads-club

  Groups existing components into logical business domains to plan service-based architecture. Use when asking "which components belong together?", "group these into services", "organize by domain", "component-to-domain mapping",…

• Component Common Domain Detection

  by @tech-leads-club

  Finds duplicate business logic spread across multiple components and suggests consolidation. Use when asking "where is this logic duplicated?", "find common code between services", "what can be consolidated?", "detect shared…

• Component Identification Sizing

  by @tech-leads-club

  Maps architectural components in a codebase and measures their size to identify what should be extracted first. Use when asking "how big is each module?", "what components do I have?", "which service is too large?", "analyze…

• Gh Address Comments

  by @tech-leads-club

  Address review and issue comments on the open GitHub PR for the current branch using gh CLI. Use when user says "address PR comments", "fix review feedback", "respond to PR review", or "handle PR comments". Verifies gh auth…

• Tlc Discover

  by @tech-leads-club

  Interviews an unshaped idea into a verdict and a design document with literal decisions for tlc-plan. Use when the user says "research this", "help me understand this problem", "should we build this", "discovery", "explore this…

• Not Your Babysitter

  by @tech-leads-club

  Autonomous senior-operator mode for AI agents that resolve tasks end to end without babysitting and never create new problems. The agent verifies every claim against real evidence (web search dated to the current month and year,…

• Gtm Metrics

  by @tech-leads-club

  When the user wants to define GTM metrics, build a metrics dashboard, measure pipeline efficiency, or track AI product performance. Also use when the user mentions 'GTM metrics,' 'revenue latency,' 'pipeline metrics,' 'TTFV,'…

• Ai Seo

  by @tech-leads-club

  When the user wants to build programmatic SEO with AI, create competitor alternative pages, optimize for AI Overviews, or scale content production. Also use when the user mentions 'SEO,' 'programmatic SEO,' 'AI content,'…

• Expansion Retention

  by @tech-leads-club

  When the user wants to reduce churn, build expansion revenue, automate customer success, or optimize net revenue retention. Also use when the user mentions 'churn,' 'retention,' 'expansion revenue,' 'upsell,' 'NRR,' 'net revenue…

• Ai Ugc Ads

  by @tech-leads-club

  When the user wants to create UGC ad campaigns, recruit UGC creators, generate AI UGC content, or scale with user-generated content. Also use when the user mentions 'UGC,' 'user-generated content,' 'creator ads,' 'Spark Ads,'…

• Coupling Analysis

  by @tech-leads-club

  Analyzes coupling between modules using the three-dimensional model (strength, distance, volatility) from "Balancing Coupling in Software Design". Use when asking "are these modules too coupled?", "show me dependencies",…

• Docx

  by @ThinkInAIXYZ

  Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When Claude needs to work with professional documents (.docx files) for: (1)…

• Pdf

  by @ThinkInAIXYZ

  Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. When Claude needs to fill in a PDF form or programmatically process, generate, or analyze…

• Autoresearch

  by @uditgoenka

  Autonomous iteration loop: modify, verify, keep/discard against any metric

• Computer Use

  by @ThinkInAIXYZ

  Drive native desktop apps through DeepChat's built-in Computer Use tools. Use when the user asks to operate, inspect, automate, or perform a GUI task in a real desktop application.

• Git Commit

  by @ThinkInAIXYZ

  Generate well-formatted git commit messages following conventional commit standards

• Figma Use

  by @Devin-AXIS

  **MANDATORY prerequisite** — you MUST invoke this skill BEFORE every `use_figma` tool call. NEVER call `use_figma` directly without loading this skill first. Skipping it causes common, hard-to-debug failures. Trigger whenever…

• Figma Generate Diagram

  by @Devin-AXIS

  MANDATORY prerequisite — load this skill BEFORE every `generate_diagram` tool call. NEVER call `generate_diagram` directly without loading this skill first. Trigger whenever the user asks to create, generate, draw, render,…

• Figma Code Connect

  by @Devin-AXIS

  Creates and maintains Figma Code Connect template files that map Figma components to code snippets. Use when the user mentions Code Connect, Figma component mapping, design-to-code translation, or asks to create/update .figma.ts…

• Github Publish Changes

  by @Devin-AXIS

  Publish intentional local changes by confirming scope, creating a branch when needed, staging selected files, committing, pushing, and creating a Draft Pull Request through the connected GitHub service.

• Github

  by @Devin-AXIS

  Use the connected iPolloWork GitHub service to inspect repositories, pull requests, issues, reviews, and Actions, then route focused work to the review, CI, or publish skill.

• Linear Issue Delivery

  by @Devin-AXIS

  Keep a Linear issue aligned with implementation evidence, acceptance criteria, code review, and deployment state while avoiding premature completion claims.

• Deepseek Harness

  by @Devin-AXIS

  Let the OpenCode host delegate code review, development, and research tasks to DeepSeek Harness.

• N8n Self Hosting

  by @czlonkowski

  Deploy a production self-hosted n8n end-to-end to a fresh Linux VM over SSH, using Docker Compose behind a Caddy reverse proxy with automatic HTTPS. Use whenever the user wants to self-host, install, provision, or deploy n8n on…

• N8n Workflow Patterns

  by @czlonkowski

  Proven workflow architectural patterns from real n8n workflows. Use when building new workflows, designing workflow structure, choosing workflow patterns, planning workflow architecture, or asking about webhook processing, HTTP…

• N8n Code Javascript

  by @czlonkowski

  Write JavaScript code in n8n Code nodes. Use when writing JavaScript in n8n, using $input/$json/$node syntax, making HTTP requests with this.helpers / the $helpers global, working with dates using DateTime, troubleshooting Code…

• N8n Mcp Tools Expert

  by @czlonkowski

  Expert guide for using n8n-mcp MCP tools effectively. Use when searching for nodes, validating configurations, accessing templates, managing workflows, organizing workflows into folders, managing credentials, auditing instance…

• N8n Error Handling

  by @czlonkowski

  Wire n8n error handling so failures are loud, structured, and recoverable. Use when building any webhook/API workflow, a scheduled or unattended workflow, or any path where a silent failure would drop user-visible work — and…

• N8n Validation Expert

  by @czlonkowski

  Interpret validation errors and guide fixing them. Use when encountering validation errors, validation warnings, false positives, operator structure issues, or need help understanding validation results. Also use when asking…

• N8n Node Configuration

  by @czlonkowski

  Operation-aware node configuration guidance. Use when configuring nodes, understanding property dependencies, determining required fields, choosing between get_node detail levels, or learning common configuration patterns by…

• N8n Code Tool

  by @czlonkowski

  Write JavaScript or Python for the n8n Custom Code Tool (@n8n/n8n-nodes-langchain.toolCode) — the AI-agent-callable tool, NOT the workflow Code node. Use when building a Code Tool attached to an AI Agent, writing code that an…

• N8n Expression Syntax

  by @czlonkowski

  Validate n8n expression syntax and fix common errors. Use when writing n8n expressions, using {{}} syntax, accessing $json/$node variables, troubleshooting expression errors, mapping data between nodes, or referencing webhook…

• N8n Code Python

  by @czlonkowski

  Write Python in n8n Code nodes (native Python, `language` pythonNative, n8n 2.x). Use when the user explicitly wants Python in a Code node, when migrating old Pyodide/"Python (Beta)" code that used _input/_json/_node/_now, or…

• Using N8n Mcp Skills

  by @czlonkowski

  Use when building, editing, validating, testing, or debugging an n8n workflow through the n8n-mcp MCP server — designing a flow, configuring a node, writing an expression or Code node, wiring credentials, or fixing one that…

• Dry Refactoring

  by @kucherenko

  Guided workflow to eliminate copy-paste duplication detected by jscpd. Refactor exact, renamed and near-miss clones using extract function, parameterize, module, constant, or base class strategies, starting from the hotspots the…

• Jscpd

  by @kucherenko

  Copy-paste detector for 220+ languages. Detect exact, renamed and near-miss duplicated code, measure duplication percentages, and find refactoring hotspots with the codebase summary.

• Renovate Pr

  by @lightdash

  Test and assess an open Renovate dependency-bump PR. Picks the first open Renovate PR, checks out the branch, starts the app, exercises code paths affected by the upgraded package, reviews the changelog and (if needed) the…

• Breakup Pr

  by @lightdash

  Break up a large PR into vertical feature slices delivered incrementally via Graphite stacked PRs. All verticals share a single feature flag so the entire feature ships atomically. Use when: splitting a large PR, breaking up a…

• Ld Permissions

  by @lightdash

  Guide for Lightdash's CASL-based authorization system. Use when working with scopes, custom roles, abilities, permissions, ForbiddenError, authorization, or access control. Helps with adding new scopes, debugging permission…

• Graphite

  by @lightdash

  Manage stacked PRs with Graphite CLI (gt) instead of git for branch/PR operations. Auto-detects Graphite repos via .git/.graphite_repo_config. Use when: creating stacked PRs, navigating branches, submitting PRs, syncing with…

• Creating Pull Requests

  by @lightdash

  Use when creating, opening, or writing the title/description of a pull request, or writing PR bodies via `gh pr create` or `gt submit`. Covers what must go in the PR description (a ticket — GitHub issue or Linear) and what must…

• Agent Harness

  by @lightdash

  Guide for AI agents running in the isolated agent-harness environment. Use when you need to discover your agent ID, find your ports, manage your stack with agent-cli.sh, run verification, or understand the multi-agent…

• Har Replay

  by @lightdash

  Replay a HAR file as a mock backend to reproduce frontend performance issues with production data. Use when asked to replay a HAR file, reproduce a dashboard with a HAR, or test frontend performance with captured traffic.

• Fix Vulnerability

  by @lightdash

  Fix a Snyk vulnerability PR by regenerating the pnpm lockfile, checking changelogs for breaking changes, and posting findings as a PR comment. Use when asked to fix a vulnerability PR or handle a Snyk dependency upgrade.

• Debug Local

  by @lightdash

  Debug the Lightdash app using PM2 logs, Maple traces, and browser automation. Use when investigating issues, tracking down bugs, understanding request flow, or correlating frontend actions with backend behavior.

• Skill Creator

  by @FlorianBruniaux

  Scaffold a new Claude Code skill with SKILL.md, frontmatter, and bundled resources. Use when creating a custom skill, standardizing skill structure across a team, or packaging a skill for distribution.

• Update Threat Db

  by @FlorianBruniaux

  Update the guide's threat intelligence through AgentSec Triage, research new coding-agent and MCP security advisories, and synchronize the security feed. Use for threat database refreshes or mise a jour de la base de menaces,…

• Source Command Track Mentions

  by @FlorianBruniaux

  Search for new online mentions of the Claude Code Ultimate Guide or Florian Bruniaux's public project portfolio and update the relevant tracker

• Sandbox Unblock

  by @FlorianBruniaux

  Diagnostic protocol to run before reporting a sandbox blocker or asking for a configuration change. Eight checks that eliminate false positives, then a report template the person holding the settings can act on. On one measured…

• Talk Stage2 Research

  by @FlorianBruniaux

  Performs git archaeology, changelog analysis, and builds a verified factual timeline by cross-referencing git history with source material. REX mode only (skipped automatically in Concept mode). Use when building a REX talk and…

• Talk Pipeline

  by @FlorianBruniaux

  Orchestrates the complete talk preparation pipeline from raw material to revision sheets, running 6 stages in sequence with human-in-the-loop checkpoints for REX or Concept mode talks. Use when starting a new talk pipeline,…

• Talk Stage1 Extract

  by @FlorianBruniaux

  Extracts and structures source material (articles, transcripts, notes) into a talk summary with narrative arc, themes, metrics, and gaps. Auto-detects REX vs Concept type. Use when starting a new talk from any source material or…

• Scaffold

  by @FlorianBruniaux

  Interactive coach that asks 4-5 questions to determine whether you need an agent, command, skill, hook, or rule, then generates a ready-to-use template. Usage: /scaffold (no arguments needed, starts the coaching session)

• Rtk Optimizer

  by @FlorianBruniaux

  Wrap high-verbosity shell commands with RTK to reduce token consumption. Use when running git log, git diff, cargo test, pytest, or other verbose CLI output that wastes context window tokens.

• Routines Discover

  by @FlorianBruniaux

  Analyzes the current project to surface high-value Routines use cases across the three trigger types (schedule, API, GitHub events). Usage: /routines-discover

• Source Command Methodology Advisor

  by @FlorianBruniaux

  Analyzes your codebase and asks 3 targeted questions to recommend the right AI-assisted development methodology stack

• Verify Release

  by @FlorianBruniaux

  Use when checking whether a Proofpack release candidate has complete local evidence before packaging.

• Ship

  by @FlorianBruniaux

  Comprehensive pre-deployment verification to ensure release readiness

• Source Command Update Infos Release

  by @FlorianBruniaux

  Update Codex releases tracking (guide + landing + version bump)