Software Development AI Skills

7,121 open-source Software Development AI skills that teach any AI model a new workflow.

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aj-geddes logo

Api Security Hardening

aj-geddes
Community

Secure REST APIs with authentication, rate limiting, CORS, input validation, and security middleware. Use when building or hardening API endpoints against common attacks.

55
340
4 files
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mizchi logo

Formal Methods Reconciler

mizchi
Community

Use when reconciling software specs, docs, tests, configs, code, logs, or incidents with formal methods. Helps Codex extract claims, decide whether docs or implementation are the source of truth,…

4
333
10 files
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Undertone0809 logo

Visualize

Undertone0809
Community

Create safe inline visual explanations in Rudder Chat. Use when asked for a chart, plot, diagram, timeline, comparison, static map, simulator, scenario view, or compact visual that materially improves…

31
290
3 files
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vercel logo

Knowledge Update

vercel
Organization

Corrects outdated LLM knowledge about the Vercel platform and introduces new products. Injected at session start.

56
286
Instructions
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hylarucoder logo

Write Technical Acceptance Report

hylarucoder
Community

Verify a defined software change against requirements and produce a proportional, evidence-backed acceptance report with specification precedence, scope boundaries, requirement-to-evidence…

15
284
4 files
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majiayu000 logo

Capability Distill

majiayu000
Community

能力蒸馏工作流——从用户批准的强模型访谈或真实任务轨迹中提取非显然的判断规则,形成可审计的 judgment packet,再交给 skill-audit 和 skill-creator 决定是否落成可加载 skill。当用户说“蒸馏这个模型的判断力”“把这次任务的关键决策固化下来”“模型窗口要关了,保留它在某类场景的判断”时使用。普通流程文档、直接写…

26
280
5 files
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ryoppippi logo

Vitest Testing

ryoppippi
Community

Write or review Vitest tests with clear behaviour-focused assertions, appropriate globals/imports, file snapshots for terminal output, and readable fixture setup. Use when adding tests, fixing Vitest…

5
263
Instructions
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Mindrally logo

Bitbucket Workflow

Mindrally
Organization

Bitbucket best practices for pull requests, Pipelines CI/CD, Jira integration, and Atlassian ecosystem workflows

41
259
Instructions
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ed3dai logo

Writing Good Tests

ed3dai
Organization

Use when writing or reviewing tests - covers test philosophy, condition-based waiting, mocking strategy, and test isolation

33
249
Instructions
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qf-studio logo

Nav Release

qf-studio
Organization

Validate and release Navigator plugin to marketplace. Auto-invoke when user says "release plugin", "publish navigator", "create release", or "deploy new version".

12
232
2 files
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team-telnyx logo

Telnyx Messaging Hosted Go

team-telnyx
Organization

Set up hosted SMS numbers, toll-free verification, and RCS messaging. Use when migrating numbers or enabling rich messaging features. This skill provides Go SDK examples.

21
217
Instructions
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NeverSight logo

Weekly Analytics

NeverSight
Organization

Weekly analytics report combining GA4, Google Search Console, and Microsoft Clarity into a premium HTML email. Use for automated Sunday cron jobs that generate weekly product analytics reports. Tracks…

38
210
12 files
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danielvm-git logo

Edit Document

danielvm-git
Community

Edit and improve documents by restructuring sections, improving clarity, and tightening prose. Use when user wants to edit, revise, restructure, or improve any document — including specs/ files,…

18
206
Instructions
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TheBushidoCollective logo

Silent Execution

TheBushidoCollective
Organization

Reduce token waste by batching tool calls and avoiding narration between sequential operations

20
195
Instructions
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seb1n logo

Code Review

seb1n
Community

Perform thorough code reviews on files or pull requests, checking for bugs, security vulnerabilities, performance issues, and style violations. Use when the user requests code review or provides…

35
188
Instructions
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Impertio-Studio logo

Frappe Errors Hooks

Impertio-Studio
Organization

Use when debugging hooks.py errors in Frappe/ERPNext. Covers hook not firing (typo, wrong dict structure), circular imports, app_include_js path errors, scheduler_events not running, doc_events on…

53
180
3 files
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datadog-labs logo

Troubleshoot Ssi

datadog-labs
Organization

Diagnose and fix Single Step Instrumentation (SSI) issues on Linux hosts — SSI automatically instruments applications for APM without code changes. Only use if the agent and SSI are configured but…

28
172
Instructions
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TerminalSkills logo

Agent Workflow Packager

TerminalSkills
Organization

Converts repeated AI coding-agent workflows into reusable skill packages with triggers, guardrails, examples, and verification checks. Use when a user wants to turn a prompt, checklist, AGENTS.md…

21
155
1 files
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bobmatnyc logo

Mpm Session Resume

bobmatnyc
Community

Load context from paused session

34
152
Instructions
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diegosouzapw logo

Acceptance Orchestrator V2

diegosouzapw
Community

Acceptance Orchestrator workflow skill. Use this skill when the user needs a coding task should be driven end-to-end from issue intake through implementation, review, deployment, and acceptance…

32
145
2 files
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happycapy-ai logo

Happycapy Feishu

happycapy-ai
Community

为 HappyCapy 安装并授权飞书(Lark)MCP,让 Claude 直接操作飞书消息、文档、多维表格、日历等。当用户提到安装飞书 MCP、配置飞书、接入飞书、飞书 MCP setup、connect feishu/lark、飞书重新授权、飞书 token 过期、lark mcp 失效等场景时,必须使用此 skill。

30
138
3 files
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sendaifun logo

Magicblock

sendaifun
Organization

Complete guide for MagicBlock Ephemeral Rollups - high-performance Solana execution with sub-10ms latency, gasless transactions, and Solana Plugins. Use when building real-time games, high-frequency…

81
128
6 files
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Houseofmvps logo

Release

Houseofmvps
Community

Generate changelog from commits, bump version, create GitHub release, publish to npm. Use when user wants to release, publish, or ship a new version.

14
122
Instructions
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einverne logo

Gemini Vision

einverne
Community

Guide for implementing Google Gemini API image understanding - analyze images with captioning, classification, visual QA, object detection, segmentation, and multi-image comparison. Use when analyzing…

24
121
6 files
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mblode logo

Scaffold Nextjs

mblode
Community

Scaffolds a Next.js turborepo with Blode UI, icons, Ultracite (oxlint/shadcn), workspace hooks, and GitHub/Vercel setup. Use when asked to "create a Next.js project", "bootstrap a turborepo", or…

11
118
4 files
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neo4j-contrib logo

Neo4j Migration Skill

neo4j-contrib
Organization

Migrates Neo4j driver code and Cypher queries from older versions (4.x, 5.x) to current (2025.x/2026.x, Cypher 25). Covers Python, JavaScript/Node.js, Java, .NET, and Go drivers — package renames,…

38
112
7 files
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Factory-AI logo

Skill Creation

Factory-AI
Organization

Create, improve, and manage Droid skills. Use when the user wants to: - Create new skills from scratch or from session learnings - Improve existing skills based on user preferences - Analyze sessions…

15
111
Instructions
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agent-skills-hub logo

Automate Whatsapp

agent-skills-hub
Organization

Build WhatsApp automations with Kapso workflows: configure WhatsApp triggers, edit workflow graphs, manage executions, deploy functions, and use databases/integrations for state. Use when automating…

35
101
Instructions
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travisjneuman logo

Core Workflow

travisjneuman
Community

Detailed development workflow patterns, checklists, and standards. Auto-loads for complex tasks, planning, debugging, testing, or when explicit patterns are needed. Contains session protocols, git…

22
98
Instructions
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rstackjs logo

Rstest Debugging

rstackjs
Organization

Diagnose Rstest startup, build, runtime, logging, memory, or performance problems using traces and comparable measurements.

4
93
4 files
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korallis logo

Documentation Generation

korallis
Community

Create comprehensive technical documentation including API docs, component libraries, README files, architecture diagrams, and developer guides using tools like JSDoc, Storybook, or Docusaurus. Use…

9
89
Instructions
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jonathimer logo

Docs As Marketing

jonathimer
Community

Transform documentation into a powerful marketing channel that attracts, converts, and retains developers. This skill covers creating documentation that ranks in search, converts visitors into users,…

6
87
Instructions
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fabricioctelles logo

Agent Ready Scan Site

fabricioctelles
Community

Sub-skill: Scan any URL for agent readiness. Checks 22 standards across 5 categories, returns readiness level (0-5), status of all checks, and fix instructions.

7
87
Instructions
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AIDotNet logo

Code Formatter

AIDotNet
Organization

格式化源代码文件,支持Python、JavaScript、JSON等语言,使用行业标准格式化工具。

17
85
1 files
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existential-birds logo

Quick Plan

existential-birds
Organization

Use when you need a bite-sized, TDD-driven implementation plan but do NOT have a brainstorm-beagle spec to plan against. quick-plan reconstructs intent from the current conversation, fans out…

8
82
1 files
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vanillagreencom logo

Worktree

vanillagreencom
Organization

Load to create, list, remove, push, or repair a git worktree.

31
80
35 files
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reason-machines logo

Autoteam F Chatgpt Team Rotation

reason-machines
Organization

AutoTeam-F is a ChatGPT Team account rotation and authentication sync tool with batch free account generation, OAuth management, and a Web dashboard.

15
80
Instructions
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zhaono1 logo

Session Logger

zhaono1
Community

Save a bounded, redacted session summary when the user asks to record a conversation or when a supported host provides an explicit session-end transcript event.

12
79
Instructions
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jiaxiaojunQAQ logo

Debug Connection

jiaxiaojunQAQ
Community

Debug WebSocket connection issues between CLI and FigJam plugin. Use when diagrams aren't syncing or connection fails.

8
79
1 files
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AsyrafHussin logo

Technical Debt

AsyrafHussin
Community

Technical debt inventory, prioritization, and audit for PHP/Laravel (MySQL) and Node/TypeScript/React projects. Use when assessing code health, identifying refactoring candidates, planning debt…

10
78
46 files
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serac-labs logo

Discovery Patterns

serac-labs
Organization

Configure ServiceNow Discovery — schedules, IP ranges, credential affinities, MID Server assignment, custom probes/sensors, identification rules, and run-status monitoring on discovery_* tables.

26
78
Instructions
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zoom logo

Zoom Plugin Sdk

zoom
Organization

Zoom Plugin SDK guidance for native macOS and Windows applications that control an installed Zoom Workplace desktop client over IPC. Use for desktop companion apps that start or join meetings, control…

16
78
13 files
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JasonxzWen logo

Frontend Slides

JasonxzWen
Community

Load when a task needs a browser-based HTML presentation, talk or pitch deck, existing-deck enhancement, or PPT/PPTX-to-web conversion; do not load for reports, product UI, or interactive courses.

0
71
3 files
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GadaaLabs logo

Sentinel

GadaaLabs
Community

Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any success claims; evidence…

10
67
Instructions
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zenobi-us logo

Twg Jira Resolve Merged Work

zenobi-us
Organization

Clean up stale or unresolved Jira workitems. Dry-run single items, lists, boards, sprints, epics, or projects by matching Jira keys/titles to merged PRs, repos, Rovo/search-code hits, and assignee…

6
67
Instructions
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egorfedorov logo

Senior Game Math Engineer

egorfedorov
Community

Design, audit, and tune casino game math for Stake-style game pipelines. Use when defining mode math, paytables, reel strips, feature frequencies, RTP/volatility/hit-rate targets, book weights,…

16
63
4 files
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mattpocock logo

Retro

mattpocock
CommunityPopular

Conduct a retrospective on a coding session.

22.3K
264.4K
1 files
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affaan-m logo

Nextjs Turbopack

affaan-m
CommunityPopular

Next.js 16+ y Turbopack — bundling incremental, caché en sistema de archivos, velocidad de desarrollo y cuándo usar Turbopack frente a webpack.

39.1K
261.1K
Instructions
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microsoft logo

Sync Upstream

microsoft
OrganizationPopular

Update a stale session branch by rebasing onto the latest origin. Use when the upstream has moved significantly and the session needs to catch up, resolving conflicts by preserving upstream changes…

42.7K
192.7K
Instructions
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garrytan logo

Guard

garrytan
CommunityPopular

Full safety mode: destructive command warnings + directory-scoped edits. (gstack)

19.9K
133.5K
1 files
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addyosmani logo

Source Driven Development

addyosmani
CommunityPopular

Grounds every implementation decision in official documentation. Use when you want to verify an approach against the official docs before implementing it, or when you want authoritative, source-cited…

10.1K
95.8K
Instructions
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