Software Development AI agent skills

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

• Feature Factory

  by @glebis

  This skill should be used when taking a single software feature from intent to shipped as a solo developer — goal-first, TDD, deterministic verification, evidence only where it earns its keep, and human judgment at the two…

• Learning Vault

  by @glebis

  Generate a dedicated Obsidian learning vault for any certification, course, or study goal. Creates structured notes with domains, concepts, lessons, scenarios, MoCs, dataview queries, action items, and multiple navigation paths.…

• Deep Research

  by @glebis

  This skill should be used when conducting comprehensive research on any topic using the OpenAI Deep Research API. It automates prompt enhancement through interactive clarifying questions, saves research parameters, and executes…

• Browser Mate

  by @glebis

  Use when automating a real, logged-in Chrome WITHOUT disturbing the user's open tabs — e.g. authenticated sessions like ChatGPT, LinkedIn, or any site needing a persistent login. Launches or reuses a dedicated debug Chrome…

• App Release

  by @glebis

  End-to-end pipeline for releasing an iOS / watchOS app to TestFlight and the App Store. Use when the user wants to publish, ship, or release an iOS/watchOS app, get a build onto TestFlight, archive and upload via xcodebuild,…

• Agent Cli

  by @glebis

  Add agent-friendly --json NDJSON output to Python CLI scripts, or scaffold a complete cli_utils package for a project. Use this skill when the user wants to make scripts machine-readable for AI agents, add --json flags, convert…

• Coaching Session Summarizer

  by @glebis

  This skill should be used to summarize coaching or therapy session transcripts after a Fathom/Granola sync. The agent analyzes the transcript itself (no API key, runs on the subscription) and appends key insights, decisions,…

• Doctorg

  by @glebis

  Evidence-based health research using tiered trusted sources with GRADE-inspired evidence ratings. Integrates Apple Health data for personalized context. Use when user asks health, nutrition, exercise, sleep, or wellness questions.

• Anon

  by @glebis

  De-identify a session transcript (file or folder) by redacting PII LOCALLY before any sharing or cloud use. Produces a redacted GREEN copy with unique reserved-sentinel placeholders ([CONFIDE_PERSON_0001], [CONFIDE_EMAIL_0001],…

• Audit

  by @glebis

  Run a corpus-scale, STATS-ONLY PII audit over a folder of session transcripts LOCALLY and produce an aggregate report — counts by type and by layer, the per-session redaction-rate distribution, document lengths, and a coarse…

• Rehydrate

  by @glebis

  Put the real values back into an analysis that was produced from GREEN (placeholder) text — LOCALLY, using the user's own reversible map. Completes the confide round-trip (redact -> cloud-analyze the green -> rehydrate locally).…

• Font Features

  by @glebis

  This skill should be used when inspecting or applying advanced OpenType features of a font (woff2/otf/ttf) — ligatures, stylistic sets (ss01–ss20), character variants (cvXX), texture healing, slashed zero, tabular/oldstyle…

• Setup

  by @glebis

  Set up, install, and configure CONFIDE local de-identification — installs Python deps (natasha, scrubadub, phonenumbers, pymorphy2), ensures Ollama + pulls the default qwen2.5:3b model, detects optional llama.cpp, and writes the…

• Github Gist

  by @glebis

  Publish files or Obsidian notes as GitHub Gists. Use when user wants to share code/notes publicly, create quick shareable snippets, or publish markdown to GitHub. Triggers include "publish as gist", "create gist", "share on…

• Cull Release Publish

  by @glebis

  Use when the user explicitly asks to publish or complete a prepared Cull release, or when the authorized cull-release orchestrator reaches publication after every repository and artifact gate passes.

• Cull Release Prepare

  by @glebis

  Use when the user explicitly asks to prepare or bump a Cull patch, minor, or major release, curate its changelog and compatibility review, or create its focused release commit without publishing.

• Cull Release Check

  by @glebis

  Use when assessing whether Cull is ready to release, auditing or dry-running a Cull release, identifying version blockers, or before any Cull prepare or publish operation.

• Cull Release Verify

  by @glebis

  Use when verifying or auditing a Cull release, DMG, updater archive, notarization, Homebrew cask, installed version, launch health, or post-publication distribution state.

• Cull

  by @glebis

  This skill should be used when the user wants to view, review, rate, organize, search, or export images / AI-art generations with the Cull app. Trigger on "show me these images", "review this batch", "open these in Cull", "rate…

• Ecosystem

  by @glebis

  Audit the Claude Code ecosystem — skill health and staleness, project activity pulse, CLAUDE.md instruction drift, Mac Mini service status. Use this skill whenever the user asks about ecosystem health, stale skills, abandoned…

• Lab Retro

  by @glebis

  Final retrospective and self-assessment for participants of Claude Code Lab. Runs four sequential interactive parts — progress audit, best prompt, monthly plan, and feedback — using AskUserQuestion. Triggers on "/lab-retro",…

• Cto Advisor

  by @Ibrahim-3d

  Technical leadership guidance for engineering teams, architecture decisions, and technology strategy. Includes tech debt analyzer, team scaling calculator, engineering metrics frameworks, technology evaluation tools, and ADR…

• Board Of Directors

  by @Ibrahim-3d

  Simulate a 5-member expert board deliberation for major decisions. Use when evaluating plans, architecture choices, feature designs, or any decision requiring multi-perspective expert analysis. Triggers: 'board review', 'get…

• Plan Critiquer

  by @Ibrahim-3d

  Harshly critique strategic documents (validation reports, competitive analyses, business plans) to identify blind spots, challenge assumptions, expose weaknesses, and generate Conductor-aligned action plans. Use when you need…

• Message Bus

  by @Ibrahim-3d

  File-based message queue for inter-agent coordination. Used by workers AND board directors to communicate. Provides: progress updates, task completion signals, file locking, board deliberation. Core infrastructure for parallel…

• Eval Code Quality

  by @Ibrahim-3d

  Specialized code quality evaluator for the Evaluate-Loop. Use this for evaluating code implementation tracks where the deliverable is functional code — features, API routes, state management, utilities. Checks build integrity,…

• Eval Integration

  by @Ibrahim-3d

  Specialized integration evaluator for the Evaluate-Loop. Use this for evaluating tracks that integrate external services — Supabase auth/DB, Stripe payments, Gemini API, third-party APIs. Checks API contracts, auth flows, data…

• Loop Execution Evaluator

  by @Ibrahim-3d

  Evaluate-Loop Step 4: EVALUATE EXECUTION. This is the dispatcher agent — it determines the track type and invokes the correct specialized evaluator. Does NOT run a generic checklist. Instead dispatches to: eval-ui-ux…

• Conductor Orchestrator

  by @Ibrahim-3d

  Master coordinator for the Evaluate-Loop workflow v3. Supports GOAL-DRIVEN entry, PARALLEL execution via worker agents, BOARD OF DIRECTORS deliberation, and message bus coordination. Dispatches specialized workers dynamically,…

• Loop Plan Evaluator

  by @Ibrahim-3d

  Evaluate-Loop Step 2: EVALUATE PLAN. Use this agent to verify an execution plan before any code is written. Checks scope alignment, overlap with completed work, DAG validity, dependency correctness, task clarity, and invokes…

• Cto Plan Reviewer

  by @Ibrahim-3d

  Technical architecture review agent for execution plans. Uses cto-advisor skill to evaluate technical decisions, architecture patterns, tech debt implications, and technology choices in plan.md. Triggered by: 'review technical…

• Loop Executor

  by @Ibrahim-3d

  Evaluate-Loop Step 3: EXECUTE. Use this agent to implement tasks from a verified plan. Works through plan.md tasks sequentially, writes code, updates plan.md after every task, and commits at checkpoints. Uses TDD where…

• Loop Fixer

  by @Ibrahim-3d

  Evaluate-Loop Step 5: FIX. Use this agent when an evaluation (plan or execution) returns FAIL. Takes the evaluator's fix list, creates specific fix tasks in plan.md, executes the fixes, and triggers re-evaluation. Handles the…

• Retrospective Agent

  by @Ibrahim-3d

  Runs after every track completion to extract learnings. Analyzes what worked, what failed, and what patterns emerged. Updates conductor/knowledge/patterns.md with new solutions and errors.json with new error patterns. Proposes…

• Architecture Lead

  by @Ibrahim-3d

  Architecture consultation for Conductor orchestrator. Makes decisions about system design, patterns, component boundaries, and technical architecture. Can approve architectural choices within established patterns. Escalates…

• Tech Lead

  by @Ibrahim-3d

  Technical implementation consultation for Conductor orchestrator. Advises on implementation approach, dependency choices, and coding patterns. Can approve dependencies under size threshold. Escalates large dependencies or…

• Parallel Dispatch

  by @Ibrahim-3d

  Parallel execution engine for dispatching worker agents. Used by conductor-orchestrator to spawn multiple workers simultaneously from DAG parallel groups. Handles dispatch, monitoring, aggregation, and failure recovery.

• Using Git Worktrees

  by @Ibrahim-3d

  Use when starting feature work that needs isolation from current workspace or before executing implementation plans - creates isolated git worktrees with smart directory selection and safety verification

• Finishing A Development Branch

  by @Ibrahim-3d

  Use when implementation is complete, all tests pass, and you need to decide how to integrate the work - guides completion of development work by presenting structured options for merge, PR, or cleanup

• Agent Factory

  by @Ibrahim-3d

  Creates specialized worker agents dynamically from templates. Use when orchestrator needs to spawn task-specific workers for parallel execution. Handles agent lifecycle: create -> execute -> cleanup.

• Context Loader

  by @Ibrahim-3d

  Load project context efficiently for Conductor workflows. Use when starting work on a track, implementing features, or needing project context without consuming excessive tokens.

• Track Manager

  by @Ibrahim-3d

  Manage Conductor tracks, phases, and tasks. Use when working with track status, updating task markers, or navigating between tracks. Enforces the Evaluate-Loop workflow.

• Using Supaconductor

  by @Ibrahim-3d

  Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions

• Go

  by @Ibrahim-3d

  The single entry point to the Conductor system - state your goal and everything is handled automatically

• Tdd

  by @brianlovin

  Test-driven development with red-green-refactor loop. Use when user wants to build features or fix bugs using TDD, mentions "red-green-refactor", wants integration tests, or asks for test-first development.

• Playwriter

  by @brianlovin

  Control the user's currently open Chrome tab through the Playwriter CLI (no new browser launch). Use when you need to inspect live UI state, run scripted browser actions, capture console output, or reproduce frontend issues…

• Fix Sentry Issues

  by @brianlovin

  Use Sentry MCP to discover, triage, and fix production issues with root-cause analysis. Use when asked to fix Sentry issues, triage production errors, investigate error spikes, or clean up Sentry noise. Requires Sentry MCP…

• Chrome Webstore Release Blueprint

  by @brianlovin

  Guide a user end-to-end through setting up Chrome Web Store API release automation in any repository. Use when asked to walk someone through OAuth/CWS credential setup, refresh token creation, local/CI secret setup,…

• Grill Me

  by @brianlovin

  Interview the user relentlessly about a plan or design until reaching shared understanding, resolving each branch of the decision tree. Use when user wants to stress-test a plan, get grilled on their design, or mentions "grill…

• Deslop

  by @brianlovin

  Remove AI-generated code slop from the current branch. Use after writing code to clean up unnecessary comments, defensive checks, and inconsistent style.

• Simplify

  by @brianlovin

  Simplify and refine recently modified code for clarity and consistency. Use after writing code to improve readability without changing functionality.

• Knip

  by @brianlovin

  Run knip to find and remove unused files, dependencies, and exports. Use for cleaning up dead code and unused dependencies.

• Bun

  by @brianlovin

  Use Bun instead of Node.js, npm, pnpm, or vite. Provides command mappings, Bun-specific APIs, and development patterns.

• Reclaude

  by @brianlovin

  Refactor CLAUDE.md files to follow progressive disclosure principles. Use when CLAUDE.md is too long or disorganized.

• Sentry

  by @brianlovin

  Sentry error monitoring and performance tracing patterns for Next.js applications.

• Build Performance Analysis

  by @github

  Analyze C++ build performance using vcperf.exe and ETL traces. Use this skill when the user wants to profile a build, understand compile bottlenecks, identify expensive headers or templates, generate JSON analysis reports, or…

• React Best Practices

  by @AvivK5498

  React and Next.js performance optimization patterns. Use BEFORE implementing any React code to ensure best practices are followed.

• Subagents Discipline

  by @AvivK5498

  Invoke at the start of any implementation task to enforce verification-first development

• Spring Boot Openapi Documentation

  by @giuseppe-trisciuoglio

  Provides patterns to generate comprehensive REST API documentation using SpringDoc OpenAPI 3.0 and Swagger UI in Spring Boot 3.x applications. Use when setting up API documentation, configuring Swagger UI, adding OpenAPI…

• Aws Sdk Java V2 Bedrock

  by @giuseppe-trisciuoglio

  Provides Amazon Bedrock patterns using AWS SDK for Java 2.x. Invokes foundation models (Claude, Llama, Titan), generates text and images, creates embeddings for RAG, streams real-time responses, and configures Spring Boot…

• Spring Boot Event Driven Patterns

  by @giuseppe-trisciuoglio

  Provides Event-Driven Architecture (EDA) patterns for Spring Boot — creates domain events, configures ApplicationEvent and @TransactionalEventListener, sets up Kafka producers and consumers, and implements the transactional…

• Github Issue Workflow

  by @giuseppe-trisciuoglio

  Provides a structured 8-phase workflow for resolving GitHub issues in Claude Code. Covers fetching issue details, analyzing requirements, implementing solutions, verifying correctness, performing code review, committing changes,…

• Langchain4j Tool Function Calling Patterns

  by @giuseppe-trisciuoglio

  Provides and generates LangChain4j tool and function calling patterns: annotates methods as tools with @Tool, configures tool executors, registers tools with AiServices, validates tool parameters, and handles tool execution…

• Spring Ai Mcp Server Patterns

  by @giuseppe-trisciuoglio

  Provides Spring Boot MCP server patterns that create Model Context Protocol servers with Spring AI by defining tool handlers, exposing resources, configuring prompt templates, and setting up transports for AI function calling…

• Aws Sdk Java V2 Lambda

  by @giuseppe-trisciuoglio

  Provides AWS Lambda patterns using AWS SDK for Java 2.x. Use when invoking Lambda functions, creating/updating functions, managing function configurations, working with Lambda layers, or integrating Lambda with Spring Boot…

• Graalvm Native Image

  by @giuseppe-trisciuoglio

  Provides expert guidance for building GraalVM Native Image executables from Java applications. Use when converting JVM applications to native binaries, optimizing cold start times, reducing memory footprint, configuring native…

• Prompt Engineering

  by @giuseppe-trisciuoglio

  Provides workflows to write, debug, and optimize prompts for LLMs, including few-shot example selection, chain-of-thought structuring, system prompt design, and template composition. Use when the user asks to write or improve a…

• Spring Boot Cache

  by @giuseppe-trisciuoglio

  Provides patterns for implementing Spring Boot caching: configures Redis/Caffeine/EhCache providers with TTL and eviction policies, applies @Cacheable/@CacheEvict/@CachePut annotations, validates cache hit/miss behavior, and…

• Aws Sdk Java V2 Secrets Manager

  by @giuseppe-trisciuoglio

  Provides AWS Secrets Manager patterns for AWS SDK for Java 2.x, including secret retrieval, caching, rotation-aware access, and Spring Boot integration. Use when storing or reading secrets in Java services, replacing hardcoded…

• Aws Sdk Java V2 Kms

  by @giuseppe-trisciuoglio

  Provides AWS Key Management Service (KMS) patterns using AWS SDK for Java 2.x. Use when creating/managing encryption keys, encrypting/decrypting data, generating data keys, digital signing, key rotation, or integrating…

• Aws Sdk Java V2 Dynamodb

  by @giuseppe-trisciuoglio

  Provides Amazon DynamoDB patterns using AWS SDK for Java 2.x. Use when creating, querying, scanning, or performing CRUD operations on DynamoDB tables, working with indexes, batch operations, transactions, or integrating with…

• Aws Sdk Java V2 S3

  by @giuseppe-trisciuoglio

  Provides Amazon S3 patterns and examples using AWS SDK for Java 2.x. Use when working with S3 buckets, uploading/downloading objects, multipart uploads, presigned URLs, S3 Transfer Manager, object operations, or S3-specific…

• Aws Sdk Java V2 Messaging

  by @giuseppe-trisciuoglio

  Provides AWS messaging patterns using AWS SDK for Java 2.x for SQS queues and SNS topics. Handles sending/receiving messages, FIFO queues, DLQ, subscriptions, and pub/sub patterns. Use when implementing messaging with SQS or SNS.

• Memory Md Management

  by @giuseppe-trisciuoglio

  Provides comprehensive memory file management capabilities including auditing, quality assessment, and targeted improvements for files such as CLAUDE.md. Use when user asks to check, audit, update, improve, fix, maintain, or…

• Spring Boot Resilience4j

  by @giuseppe-trisciuoglio

  Provides fault tolerance patterns for Spring Boot 3.x using Resilience4j. Use when implementing circuit breakers, handling service failures, adding retry logic with exponential backoff, configuring rate limiters, or protecting…

• Langchain4j Mcp Server Patterns

  by @giuseppe-trisciuoglio

  Provides LangChain4j patterns for implementing MCP (Model Context Protocol) servers, creating Java AI tools, exposing tool calling capabilities, and integrating MCP clients with AI services. Use when building a Java MCP server,…

• Aws Sdk Java V2 Core

  by @giuseppe-trisciuoglio

  Provides AWS SDK for Java 2.x client configuration, credential resolution, HTTP client tuning, timeout, retry, and testing patterns. Use when creating or hardening AWS service clients, wiring Spring Boot beans, debugging auth or…

• Aws Sdk Java V2 Rds

  by @giuseppe-trisciuoglio

  Provides AWS RDS (Relational Database Service) management patterns using AWS SDK for Java 2.x. Use when creating, modifying, monitoring, or managing Amazon RDS database instances, snapshots, parameter groups, and configurations.

• Pr Review Comments

  by @giuseppe-trisciuoglio

  Posts review findings from a JSON file as inline comments on a GitHub Pull Request, attaching each comment to its file and line. Use when you have a list/JSON of review findings (each with a file path, line number, and a message…

• Aws Sam Bootstrap

  by @giuseppe-trisciuoglio

  Provides AWS SAM bootstrap patterns: generates `template.yaml` and `samconfig.toml` for new projects via `sam init`, creates SAM templates for existing Lambda/CloudFormation code migration, validates build/package/deploy…

• Clean Architecture

  by @giuseppe-trisciuoglio

  Provides implementation patterns for Clean Architecture, Hexagonal Architecture (Ports & Adapters), and Domain-Driven Design in Java 21+ Spring Boot 3.5+ applications. Use when structuring layered architectures, separating…

• Docs Updater

  by @giuseppe-trisciuoglio

  Provides automated documentation updates by analyzing git changes between the current branch and the last release tag. Performs git diff analysis to identify modifications, then updates README.md, CHANGELOG.md following Keep a…

• Learn

  by @giuseppe-trisciuoglio

  Provides autonomous project pattern learning by analyzing the codebase to discover development conventions, architectural patterns, and coding standards, then generates project rule files in .claude/rules/. Use when user asks to…

• Bug Fix Brief

  by @giuseppe-trisciuoglio

  Generates a structured Bug Fix Brief (BFB) to document issue corrections. Includes root cause analysis, repro steps, fix options, and fix checklist. Use when user asks to create a BFB, document a bug fix, or generate a bug…

• Extract

  by @educlopez

  Refactoring pass — extracts repeated Tailwind class combos and markup into components, and lifts magic values into design tokens. Use when the codebase has obvious duplication, hardcoded hex values or pixel sizes, or when the…

• Finalize

  by @educlopez

  Pre-ship gate — runs detector, verifies brief and tokens, applies the 10-pass finish bar, ranks findings by feedback hierarchy. Use when the user wants to ship, merge, or finalize a surface and needs a verdict (READY / NOT READY…

• Heuristic

  by @educlopez

  Produce a scored heuristic critique of the UI using Nielsen's 10 + 6 design laws + optional persona walkthroughs. Outputs a machine-parseable scorecard plus a 0-100 UsabilityScore (the judged companion to the deterministic…

• Qa Planning

  by @WellApp-ai

  Generate QA Contract with numbered Gherkin scenarios (G#N) and acceptance criteria (AC#N)

• Tech Divergence

  by @WellApp-ai

  Evaluate technical options with scoring matrix, trigger Gate 4 for significant decisions

• Debug

  by @WellApp-ai

  Systematic debugging with MCP integration, auto-invoke from qa-commit, Phase 7 Harden

• Autonomous Loop

  by @WellApp-ai

  Iterate until success or limit, composing existing skills with Jidoka integration

• Qa Commit

  by @WellApp-ai

  Verify implementation against QA Contract (G#N, AC#N), auto-invoke debug on RED

• Problem Framing

  by @WellApp-ai

  Frame problems using JTBD Job Stories, HMW questions, and persona validation

• Session Status

  by @WellApp-ai

  Generate breadcrumb headers/footers with takt time tracking and muda metrics

• Pr Review

  by @WellApp-ai

  Automated code review using ReadLints and Shell for technical validation

• Decision Capture

  by @WellApp-ai

  Capture patine (decision wisdom) at Gates when KO or challenge occurs

• Pr Threshold

  by @WellApp-ai

  Track commit accumulation and trigger PR when thresholds crossed

• Dependency Mapping

  by @WellApp-ai

  Map slice dependencies using DSM matrix and prioritize by risk

• Team Routing

  by @WellApp-ai

  Detect domain from context and find appropriate team member

• Slack Announce

  by @WellApp-ai

  Generate formatted Slack messages for team communication