Software Development AI agent skills

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

• Commit

  by @NeoLabHQ

  Create well-formatted commits with conventional commit messages and emoji

• Attach Review To Pr

  by @NeoLabHQ

  Add line-specific review comments to pull requests using GitHub CLI API

• Propose Hypotheses

  by @NeoLabHQ

  Execute complete FPF cycle from hypothesis generation to decision

• Actualize

  by @NeoLabHQ

  Reconcile the project's FPF state with recent repository changes

• Next Best Practices

  by @vercel-labs

  Next.js best practices - file conventions, RSC boundaries, data patterns, async APIs, metadata, error handling, route handlers, image/font optimization, bundling

• Next Upgrade

  by @vercel-labs

  Upgrade Next.js to the latest version following official migration guides and codemods

• Gh

  by @bubbuild

  GitHub CLI skill for interacting with GitHub via the gh command line tool. Use when Bub needs to (1) Create, view, or manage GitHub repositories, (2) Work with issues and pull requests, (3) Create and manage releases, (4) Run…

• Distributed Debugging Debug Trace

  by @rmyndharis

  You are a debugging expert specializing in setting up comprehensive debugging environments, distributed tracing, and diagnostic tools. Configure debugging workflows, implement tracing solutions, and establish troubleshooting…

• Architecture Patterns

  by @rmyndharis

  Implement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design. Use when architecting complex backend systems or refactoring existing applications for better…

• Csharp Pro

  by @rmyndharis

  Write modern C# code with advanced features like records, pattern matching, and async/await. Optimizes .NET applications, implements enterprise patterns, and ensures comprehensive testing. Use PROACTIVELY for C# refactoring,…

• Distributed Tracing

  by @rmyndharis

  Implement distributed tracing with Jaeger and Tempo to track requests across microservices and identify performance bottlenecks. Use when debugging microservices, analyzing request flows, or implementing observability for…

• Django Pro

  by @rmyndharis

  Master Django 5.x with async views, DRF, Celery, and Django Channels. Build scalable web applications with proper architecture, testing, and deployment. Use PROACTIVELY for Django development, ORM optimization, or complex Django…

• Cpp Pro

  by @rmyndharis

  Write idiomatic C++ code with modern features, RAII, smart pointers, and STL algorithms. Handles templates, move semantics, and performance optimization. Use PROACTIVELY for C++ refactoring, memory safety, or complex C++ patterns.

• Context Driven Development

  by @rmyndharis

  Use this skill when working with Conductor's context-driven development methodology, managing project context artifacts, or understanding the relationship between product.md, tech-stack.md, and workflow.md files.

• Deployment Validation Config Validate

  by @rmyndharis

  You are a configuration management expert specializing in validating, testing, and ensuring the correctness of application configurations. Create comprehensive validation schemas, implement configurat

• Database Migrations Migration Observability

  by @rmyndharis

  Migration monitoring, CDC, and observability infrastructure

• Lathe Extend

  by @devenjarvis

  Write the next part of an existing Lathe tutorial, in session. Use when the user invokes /lathe-extend with a slug like "/lathe-extend digital-synth-zig" (the "Add a new part" button in `lathe serve` hands you that command),…

• Lathe Verify

  by @devenjarvis

  Verify that a stored Lathe tutorial actually works by following it end to end in a fresh scratch dir, in session. Use when the user invokes /lathe-verify with a slug like "/lathe-verify digital-synth-zig" (the "Verify this…

• Lathe Work

  by @devenjarvis

  Run the Lathe worker loop so the web UI's Ask / Verify / Add-a-part buttons drive work directly in this session instead of handing back a command to paste. Use when the user invokes /lathe-work (start it once per session while…

• Lathe Tag

  by @devenjarvis

  Pick or backfill the search tags on a stored Lathe tutorial, in session. Use when the user invokes /lathe-tag with a slug like "/lathe-tag digital-synth-zig" to choose good tags for the `lathe serve` search and tag filters, or…

• Lathe

  by @devenjarvis

  Generate hands-on technical tutorials for any topic on demand. Use when the user invokes /lathe with a topic like "/lathe build a digital synth in Zig" or "/lathe how to build a compiler in Rust".

• Skill Creator

  by @Jamailar

  Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Codex's capabilities with specialized knowledge, workflows, or tool integrations.

• Domain Check

  by @ai4s-research

  Use ONLY when the user asks to check, validate, review or audit analysis code for scientific correctness, or when you are the reviewer agent running its checks. Never run it unprompted as part of ordinary analysis work. Covers…

• Stats Integrity

  by @ai4s-research

  Use whenever you run statistical analysis for the social sciences (regression, hypothesis tests, econometrics) or read Stata (.dta) / SPSS (.sav) data in this workspace. Enforces an execute-don't-interpret boundary (surface…

• Remote Compute

  by @ai4s-research

  Use when the user asks to run, submit, monitor, or cancel a job on a remote machine over SSH — their own GPU/CPU server, a workstation, or a Slurm cluster ("the cluster", a login node, "my 3090 box", "the compute server"). Picks…

• Modal Run

  by @ai4s-research

  Use when the user asks to run heavy or GPU work on Modal (the cloud compute platform) — writing a Modal function in the workspace, running it with the user's own `modal` CLI + token, and bringing results back. Data-to-compute…

• Paper Analyze

  by @juliye2025

  深度分析 arXiv 论文、公开 PDF URL、本地 PDF、研究项目页、技术博客或普通网页，自动识别来源类型并生成带证据与图片的 Obsidian 笔记。Use when the user provides an arXiv ID/link、public PDF URL、company research page、blog URL、local PDF or existing note and asks for analysis, summary,…

• Swift Concurrency

  by @AvdLee

  Diagnose Swift Concurrency issues, refactor callback-based code to async/await, and guide Swift 6 migration when working with tasks, actors, @MainActor, Sendable, data races, thread safety, or concurrency-related compiler and…

• Codex Skill

  by @feiskyer

  Leverage OpenAI Codex/GPT models for autonomous code implementation, code review, and plan review. Triggers: "codex", "use gpt", "gpt-5", "let openai", "full-auto", "adversarial review", "second opinion review", "用codex",…

• Gpt Image Skill

  by @feiskyer

  Generate or edit images using OpenAI GPT Image API (gpt-image-2, gpt-image-1, etc). Use ONLY when the user explicitly names OpenAI or GPT as the provider: "gpt image", "openai image", "generate image with openai", "用 openai 画图",…

• Nanobanana Skill

  by @feiskyer

  Generate or edit images via Google Gemini (nanobanana). This is the DEFAULT image skill — use whenever the user asks to generate, create, or edit an image and does NOT name another provider. Triggers: "nanobanana", "generate…

• Github Review Pr

  by @feiskyer

  Review GitHub pull requests with detailed, multi-perspective code analysis using parallel subagents. Use this skill whenever the user wants to review a PR, asks for code review on a pull request, mentions "review PR", "check…

• Github Fix Issue

  by @feiskyer

  Fix GitHub issues end-to-end — analysis, branch creation, implementation, testing, and PR submission. Use whenever the user mentions fixing a GitHub issue, says "fix issue

• Youtube Transcribe Skill

  by @feiskyer

  Extract subtitles/transcripts from YouTube videos. Triggers: "youtube transcript", "extract subtitles", "video captions", "视频字幕", "字幕提取", "YouTube转文字", "提取字幕".

• Handoff

  by @feiskyer

  将当前对话压缩为交接文档（handoff document / session handoff brief），供下一个 agent 接续工作。手动调用 /handoff。

• React Native Best Practices

  by @callstackincubator

  Provides React Native performance optimization guidelines for FPS, TTI, bundle size, memory leaks, re-renders, and animations. Applies to tasks involving Hermes optimization, JS thread blocking, bridge overhead, FlashList,…

• React Native Tv Best Practices

  by @callstackincubator

  Reviews React Native TV apps for focus/D-pad navigation, 10-foot UI layout, TV playback/DRM integration, low-memory TV performance, and TV accessibility. Use when building, debugging, or reviewing react-native-tvos, Expo TV,…

• Upgrading React Native

  by @callstackincubator

  Upgrades React Native apps to newer versions by applying rn-diff-purge template diffs, updating package.json dependencies, migrating native iOS and Android configuration, resolving CocoaPods and Gradle changes, and handling…

• Create React Native Library

  by @callstackincubator

  Scaffolds React Native libraries with create-react-native-library for standalone libraries or local native modules and views. Use when creating or working on React Native libraries or adding native functionality in an existing…

• Assess React Native Migration

  by @callstackincubator

  Assesses whether and how an existing mobile product should migrate to React Native. Use when auditing one or more product repositories for migration readiness, including products whose iOS, Android, and other clients live in…

• Xhs Article To Images

  by @Pluviobyte

  把 Markdown 长文转成小红书 3:4（1080×1440）图片组的 Agent skill。内置五套设计皮肤（E 雅刊·默认 / A 暖杏奶咖 / B 雾松青 / C 黛墨描金 / D 夜读鎏金）+ 女性向三主题（F 粉色王国 / G 乙游夜境 / H 吉卜力）× 多种页型；Agent 负责读文章、拆页和填 HTML，Playwright 渲染器负责逐张截图导出…

• Sublinkpro

  by @ZeroDeng01

  Manage SublinkPro proxy subscriptions via its REST API — add/query nodes, build and share subscriptions, manage airports, templates (incl. AI template editing), tags, and view dashboard stats. Use when the user wants to operate…

• Simplify Implementation

  by @codeaholicguy

  AI DevKit · Analyze and simplify existing implementations to reduce complexity, improve maintainability, and enhance scalability. Use when users ask to simplify code, reduce complexity, refactor for readability, clean up…

• Security Review

  by @codeaholicguy

  AI DevKit · Review code, skills, and prompts for security vulnerabilities — OWASP Top 10, prompt injection, business logic flaws, and insecure defaults. Use when reviewing PRs, auditing modules, reviewing AI skills/prompts, or…

• Structured Debug

  by @codeaholicguy

  AI DevKit · Guide structured debugging before code changes by clarifying expected behavior, reproducing issues, identifying likely root causes, and agreeing on a fix plan with validation steps. Use when users ask to debug bugs,…

• Dev Commit

  by @codeaholicguy

  AI DevKit · Safe git commit workflow for AI coding agents. Use when the user asks to commit, prepare a commit, stage changes, create a PR-ready checkpoint, or finish work with a conventional commit while avoiding unrelated user…

• Refactor

  by @codeaholicguy

  AI DevKit · Systematic structural or multi-file refactors across any stack while preserving behavior and public contracts. Use for reorganizing modules, boundaries, naming, APIs/contracts, staged refactor plans, or refactor risk…

• Dev Worktree

  by @codeaholicguy

  AI DevKit · Worktree setup and resume guidance for isolated feature work. Use when starting, resuming, switching, or verifying a feature branch/worktree for lifecycle, debugging, implementation, review, or multi-agent workflows.

• Changelog

  by @codeaholicguy

  AI DevKit · Update CHANGELOG.md Unreleased items from git commits since the latest release. Use when users ask to update changelog/release notes from recent commits, with one concise line per commit and commit/PR links.

• Memory

  by @codeaholicguy

  AI DevKit · Use the memory CLI as a durable knowledge layer. Search before non-trivial work, store verified reusable knowledge, update stale entries, and avoid saving transcripts, secrets, or one-off task progress.

• Dev Review

  by @codeaholicguy

  AI DevKit · Final code review phase guidance for holistic pre-push review. Use when the user wants code review, final lifecycle review, design alignment checks, integration risk review, or dev-lifecycle phase 9.

• Tdd

  by @codeaholicguy

  AI DevKit · Test-driven development — write a failing test before writing production code. Use when implementing new functionality, adding behavior, or fixing bugs during active development.

• Dev Pr

  by @codeaholicguy

  AI DevKit · Publish a ready feature branch for review. Use when the user wants to sync, push, and open or update a code review request on GitHub, GitLab, or another Git host.

• Hivemind Graph

  by @activeloopai

  Query the local code graph (functions, classes, calls, imports) through the Deeplake mount at memory/graph/. Use when the user asks structural questions about the codebase — "what calls X?", "what does Y import?", "where is Z…

• Hivemind Graph

  by @activeloopai

  Query the local code graph (functions, classes, calls, imports) through the Deeplake mount at memory/graph/. Use when the user asks structural questions about the codebase — "what calls X?", "what does Y import?", "where is Z…

• Hivemind Graph

  by @activeloopai

  Query the local AST-derived code graph (functions, classes, calls, imports) for structural codebase questions — what calls X, what does Y import, where is Z defined, blast radius of a change. The graph rebuilds automatically…

• Extract

  by @actionbook

  Extract structured data from websites and produce an executable Playwright script plus extracted data. Use when the user wants to scrape, extract, pull, collect, or harvest data from any website — product listings, tables,…

• Actionbook Scraper

  by @actionbook

  Generate and verify web scraper scripts using Actionbook's verified selectors. Auto-validates generated scripts and fixes errors.

• Make Ugc

  by @superdesigndev

  Make AI UGC videos end to end through treg. Pull the trending TikTok and Instagram videos in a vertical, extract the hook patterns, create a character with the same vibe as a presenter the user picks, generate 5-10 talking-head…

• Vaccinate

  by @pedrohcgs

  Qualify a check before it is allowed to clear anything — prove it can detect the failure it is meant to catch. Seeds known defects into a copy of a real artifact plus a clean control, runs the checker, and reports recall and…

• Audit Reproducibility

  by @pedrohcgs

  Enforce the replication-protocol.md rule by cross-checking numeric claims in a manuscript against the actual R / Stata / Python outputs. Report PASS/FAIL per claim against tolerance thresholds. Use before submission and before…

• Replication Package

  by @pedrohcgs

  Assemble a submission-ready replication package to the AEA Data and Code Availability Standard (DCAS) / openICPSR / Social Science Reproduction Platform expectations — standard replication README, dataset manifest,…

• Disclosure Check

  by @pedrohcgs

  Pre-screen analysis outputs (tables, figures, logs) built on restricted or confidential data for statistical-disclosure-limitation problems before any release. Scans for small cell counts, complementary-suppression gaps,…

• Issues

  by @pedrohcgs

  Keeps a project's to-do list and memory in GitHub issues — files each finding (from a review, an audit, or the user) as its own issue without duplicates, lists the open issues that bear on the current work, and closes an issue…

• Power Analysis

  by @pedrohcgs

  Compute statistical power, required sample size, and minimum detectable effect (MDE) for a study design, then write a registry-ready power section. Handles two-arm RCTs (with clustering / ICC and unequal allocation),…

• Coauthor Brief

  by @pedrohcgs

  Generate a co-author / collaborator handoff brief for a multi-author, multi-machine project — summarizing what changed since the last brief (git delta), the current state of each artifact (manuscript, analysis, slides), open…

• Capture Environment

  by @pedrohcgs

  Snapshot the computational environment for a replication package — detects the analysis stack (R / Stata / Python) and emits the right lockfiles (renv.lock + sessionInfo.txt, requirements.txt / environment.yml / uv.lock, Stata…

• Commit

  by @pedrohcgs

  Commit the current work — runs the quality, consistency and passport gates, branches off main if needed, stages specific files, and writes a commit whose subject states what is now true. Pushes and opens a pull request only with…

• Data Management Plan

  by @pedrohcgs

  Draft a funder-compliant Data Management Plan (NSF DMP, NIH DMS Policy 2023, ERC, Horizon Europe) by composing the confidential-data and environment-capture primitives. Sections cover data description, formats/metadata,…

• Compress Session

  by @pedrohcgs

  Distill the current conversation into a structured note (decisions made, open questions, file pointers with line numbers, next 1–3 actions) and save to `quality_reports/session_logs/` before auto-compression. Differs from…

• Checkpoint

  by @pedrohcgs

  Save a structured state snapshot before stopping or handing off. Captures the active plan, recent decisions, file pointers (with line numbers), open questions, and the next 1–3 actions into a checkpoint file under…

• Differential Audit

  by @pedrohcgs

  Compare two implementations of the same thing — a port (R↔Python↔Stata), a reimplementation, a replication package, a refactor, or a new version against the old — so that agreement means something. Freeze inputs first, inventory…

• Stata Replication

  by @pedrohcgs

  End-to-end Stata replication pipeline — scaffolds numbered `.do` files in `scripts/stata/`, executes them via the `stata-mcp` MCP server, captures logs and outputs to `output/`, and produces publication-ready tables (esttab) and…

• Permission Check

  by @pedrohcgs

  Diagnose why Claude Code is (or isn't) prompting for permission. By default reads only repo-local layers (CLI project, CLI project-local, VSCode workspace). Host-global layers (CLI user `~/.claude/`, VSCode user settings) are…

• New Skill

  by @pedrohcgs

  Scaffold a new skill that follows this repo's conventions — interviews for purpose, trigger phrases, and tool needs, then writes `.claude/skills/<name>/SKILL.md` from the skill template with frontmatter and body that pass the…

• R Package Check

  by @pedrohcgs

  Run the full R package release gate — regenerate docs, run the test suite, run R CMD check --as-cran, and triage every ERROR / WARNING / NOTE against CRAN policy before a release or submission. Use when the user says "check my R…

• Adjudicate Review

  by @pedrohcgs

  Turn an incoming set of findings — from an AI reviewer, a referee report, a code review, a linter, or a second model — into verified fixes, without letting a confident misread damage correct work. Every finding is a CANDIDATE…

• Review R

  by @pedrohcgs

  Read-only R code review protocol for `.R` scripts. Checks code quality, reproducibility, domain correctness, tidyverse idioms, and professional standards; produces a report without editing. Use when user says "review this R…

• Learn

  by @pedrohcgs

  Extract reusable knowledge from the current session into a persistent skill. Use when you discover something non-obvious, create a workaround, or develop a multi-step workflow that future sessions would benefit from.

• Context Status

  by @pedrohcgs

  Show current context status and session health. Use to check how much context has been used, whether auto-compact is approaching, and what state will be preserved.

• Aenderungsvorbehalt 308

  by @Klotzkette

  Für Änderungsvorbehalt 308: ordnet Norm, Beweislast und Gegenargument; Ergebnis: Prüfprodukt mit Risiko und nächstem Schritt.

• Sync Upstream

  by @nyaruka

  Sync this Go port with a new upstream google/libphonenumber release — regenerate the embedded metadata and reconcile the ported Java logic. Takes an optional argument — `data` (metadata regen only), `code` (code reconciliation…

• Agent Hierarchy

  by @cbrock84

  Designs orchestrator-and-subagent hierarchies for a repository — splitting agents by exclusive write surface, pairing every producer with an independent auditor, and enforcing the split with a script that runs in CI. Use this…

• Account Based Marketing

  by @cbrock84

  Concentrates marketing and sales effort on a named set of accounts rather than on volume — qualifying whether the model fits your economics at all, building the account list and the buying group inside each, tiering effort…

• Market Entry

  by @cbrock84

  Decides whether and how to enter a new market — sizing demand from the bottom up rather than from a market report, testing whether your advantage transfers, choosing between organic entry, partnership and acquisition, sequencing…

• Customer Onboarding And Implementation

  by @cbrock84

  Takes a new customer from signature to working — setting a definition of live that both sides agreed before the contract was signed, planning and staffing the implementation, running data migration and integration realistically,…

• Ai Research Analyst

  by @cbrock84

  Produces executive-level research — market sizing, competitor mapping, trend analysis, and strategic intelligence — grounded in cited sources with the confidence in each claim made explicit. Use this to analyze a market or…

• Escalation Management

  by @cbrock84

  Handles customer situations that have exceeded normal support — severity assessment, incident communication, executive escalation, and recovering a relationship after a failure. Use this when a customer issue is escalating or…

• Landing Page Cro Expert

  by @cbrock84

  Audits and rewrites landing pages, homepages, and sales pages to increase conversion — diagnosing why a page is not converting, rewriting headlines, hero copy and calls to action, and prioritizing which changes to test first.…

• Seo Strategy

  by @cbrock84

  Audits and improves organic search performance — technical health, site architecture, internal linking, structured data, and the content decisions that determine what can rank. Use this to run an SEO audit, diagnose why pages…

• Self Service And Knowledge

  by @cbrock84

  Builds the help center, in-product guidance, and knowledge base that let customers resolve problems without contacting anyone — content, findability, maintenance, and deflection measurement. Use this to build or fix a help…

• Support Operations

  by @cbrock84

  Designs and runs the support function — channels, queues, routing, staffing, service levels, quality, and the metrics that show whether it is working. Use this to set up or fix support operations, choose channels, size a team,…

• Capital Allocation

  by @cbrock84

  Evaluates where to spend limited capital — investment appraisal, hurdle rates, payback, and comparing proposals that are not alike. Use this to evaluate an investment or major purchase, compare competing funding requests, set a…

• Internal Controls And Audit

  by @cbrock84

  Designs and tests controls over financial reporting — segregation of duties, approval limits, evidence, and preparing for audit. Use this to design controls for a process, prepare for an external audit, respond to an audit…

• App Store Optimization

  by @cbrock84

  Improves visibility and conversion in the App Store and Google Play — metadata, keywords, screenshots, ratings, and the listing experience that turns an impression into an install. Use this to audit or optimize an app listing,…

• Network Administration

  by @cbrock84

  Designs and operates the corporate network — segmentation, remote access, wireless, DNS and addressing, and diagnosing network problems. Use this to segment a network, set up or fix remote access, diagnose intermittent…

• Endpoint Management

  by @cbrock84

  Manages laptops, desktops and mobile devices — enrollment, configuration, patching, software distribution, and lost or compromised devices. Use this to set up device management, standardize builds, roll out software or an OS…

• Ceo Advisor

  by @cbrock84

  Pressure-tests a decision, plan, or idea before it is committed to — surfacing the assumption it rests on, the case against it, and what would have to be true for it to work. Use this when weighing options, when a plan needs…

• Chief Customer Officer

  by @cbrock84

  Owns the customer's experience after the sale — support, success, escalation, and the feedback loop back into product. Use this for a decision spanning support and product, when service quality and cost are in tension, when…

• Make Bot Ui

  by @backnotprop

  Use when building a custom UI (page, dashboard, buttons) that should wake a Grok Bot over a webhook, when the user must provide a webhook sender key, or when exposing that UI on Tailscale.