CodeAlive-AI/ai-driven-development

Letzte erfasste Quellaktivität: 30. Oktober 2026 um 09:21

SkillsMP-Katalog aktualisiert: 9. November 2026 um 14:22

gesammelte Skills: 22

GitHub-Stars: 167
GitHub-Forks: 16

Mit einem KI-Assistenten installieren

Diesen Prompt kopieren und in den verwendeten KI-Assistenten einfügen.

Follow https://skillsmp.com/skill-install/prompt.md to install Agent Skills from https://github.com/CodeAlive-AI/ai-driven-development.

README des Repositorys

README-Quelldatei: README.md

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Vollständige README anzeigen

<p align="center"> <img src="https://img.shields.io/badge/Agent_Skills-Collection-blueviolet?style=for-the-badge" alt="Agent Skills Collection"> <img src="https://img.shields.io/badge/Skills-24-blue?style=for-the-badge" alt="24 Skills"> <img src="https://img.shields.io/badge/Hooks-1-yellow?style=for-the-badge" alt="1 Hook"> <img src="https://img.shields.io/badge/Agents-12+-orange?style=for-the-badge" alt="12+ Agents"> <img src="https://img.shields.io/badge/License-MIT-green?style=for-the-badge" alt="MIT License"> </p> <h1 align="center">AI-Driven Development</h1> <p align="center"> <strong>Practices, protocols, and skills for AI-driven software development</strong> </p> <p align="center"> An umbrella collection of 23 skills + 1 hook that work across <strong>Claude Code, Codex CLI, OpenCode, Cursor, Gemini CLI, Antigravity</strong>, and any other agent that supports the <a href="https://agentskills.io">Agent Skills</a> standard. </p> --- ## Related Projects - [Apple App Store Reviewer](https://github.com/CodeAlive-AI/vibe-stack/tree/main/skills/apple-app-store-reviewer) — moved to Vibe Stack in full; install this skill from `CodeAlive-AI/vibe-stack`. - [Vibe Stack](https://github.com/CodeAlive-AI/vibe-stack) — an opinionated AI-native development stack with one verified default per layer, covering web apps, agent apps, deployment, persistence, error tracking, and observability. --- ## Installation **Via Skills CLI** (recommended — works in 12+ agents): ```bash # Install all 23 skills npx skills add CodeAlive-AI/ai-driven-development # Or pick a single skill npx skills add CodeAlive-AI/ai-driven-development --skill prompt-engineering ``` **Via Claude Code plugin marketplace:** ```bash /plugin marketplace add CodeAlive-AI/ai-driven-development /plugin install ai-driven-development@ai-driven-development # Restart Claude Code for changes to take effect ``` The Bash safety hook (`bash-guard`) ships separately — see [hooks/balanced-safety-hooks/](hooks/balanced-safety-hooks/) for its install one-liner. --- ## What's Included ### Agent reflection & meta (7) Meta-skills that let AI coding agents configure themselves. No more editing config files — just tell your agent what you need. | Skill | What It Does | |-------|--------------| | [mcp-management](skills/mcp-management/) | Install and manage MCP servers across 10+ coding agents (Claude Code, Cursor, VS Code, Gemini CLI, Codex, Goose, Copilot CLI, OpenCode, Zed, Devin) — single command, handles JSON/YAML/TOML config differences | | [hooks-management](skills/hooks-management/) | Manage hooks and automation for Claude Code, Codex CLI, OpenCode, and Devin CLI/Desktop | | [settings-management](skills/settings-management/) | Configure settings for Claude Code (JSON), Codex CLI (TOML), OpenCode (JSON/JSONC), and Devin CLI/Desktop (JSON) | | [skills-management](skills/skills-management/) | Organise, discover, share, and **train** skills for coding agents — SkillOpt-style optimisation loop with bounded edits, held-out validation gate, rejected-edit buffer, epoch-wise slow/meta update, plus trigger / transfer / diff / edit-log tooling | | [plugins-management](skills/plugins-management/) | Package and publish plugins for Claude Code, OpenCode, and Devin CLI/Desktop (validate, scaffold, submit to Anthropic's directory) | | [agentic-readiness](skills/agentic-readiness/) | Audit and improve repositories for Codex/Codex App, Claude Code, and OpenCode, including `AGENTS.md`/`CLAUDE.md` discovery and routing | | [installing-cli-tools](skills/installing-cli-tools/) | Install, upgrade, authenticate, verify, and roll back developer CLIs while keeping tokens and API keys out of chat, logs, shell history, startup files, and repositories | ### Engineering practices (9) Disciplined approaches that improve how agents and humans collaborate on code. | Skill | What It Does | |-------|--------------| | [ux-best-practices](skills/ux-best-practices/) | Design and review user experiences, including AI features, accessibility, interaction states, and evidence-grounded usability findings | | [code-that-fits-in-your-head](skills/code-that-fits-in-your-head/) | Keep agent-authored systems understandable and maintainable by resisting accidental complexity, Big Balls of Mud, and technical-debt accumulation. Supports large changes when architecture, acceptance criteria, verification, and recovery are explicit; uses structural heuristics without universal formatting or task-size limits | | [prompt-engineering](skills/prompt-engineering/) | Universal prompt-engineering toolkit. 14 reference docs covering Claude / GPT / Gemini family-specific guidance, prompting techniques, evaluation & red-teaming, common failure modes (hallucinations, security, structure, debt) | | [fpf-problem-solving](skills/fpf-problem-solving/) | First Principles Framework — a transdisciplinary "operating system for thought", with all 36 domain frameworks (strategy, goals/OKR, research, decision design, systems engineering and more) stored locally. Decompose cross-domain problems, audit conclusions, apply a named pattern such as F.19 or GOALS.7, and reason rigorously about complex systems. Based on Anatoly Levenchuk's [FPF Library](https://github.com/ailev/FPF) | | [bug-fix-protocol](skills/bug-fix-protocol/) | 8-step bug-fix protocol. Treats every production bug as **two** failures (the code defect + the testing system that allowed it through) and enforces a step-8 audit that closes the gap | | [plan-mode](skills/plan-mode/) | Planning gate for any project change. Investigate context → analyse the task → surface ambiguities, contradictions, risks, and blockers → ask focused questions → produce an evidence-based, step-by-step plan → implement **only after explicit approval**, then validate. Compact always-on `SKILL.md` + full `PROTOCOL.md` | | [investigating-repository-history](skills/investigating-repository-history/) | Reconstruct historical intent before risky edits. Local `git blame`/`log` + GitHub PR/review evidence (via `gh`, never direct API), with squash/rebase/cherry-pick/rename/revert anomaly handling, decision-atom extraction, and confidence-scored output — produces a cited history note instead of guessing | | [refactoring-csharp](skills/refactoring-csharp/) | One-shot Roslyn contract for renaming C# symbols from `file + 1-based line + oldName`, with dry-run preview, safe file moves for supported named types, and explicit error codes | | [repo-activity-summary](skills/repo-activity-summary/) | Summarize what a repository has *been doing* from local `git log` — technologies, work types, churn hotspots, contributor patterns, velocity, and health signals. Stdlib-only Python, no network or API keys. Benchmarked at **−42% cost / −37% wall clock** versus the same agent answering the same question unaided, at equal factual accuracy; flags its own low-confidence classification instead of asserting it | ### AI infrastructure (1) | Skill | What It Does | |-------|--------------| | [openrouter-provider-ranking](skills/openrouter-provider-ranking/) | Rank and verify the provider endpoints behind one OpenRouter model using hard compatibility filters, workload-aware cost, TPS/TTFT/uptime, cache behavior, production telemetry, quality confidence, and diverse failover; generates `:exacto`, `provider.order`, or native-sort routing fragments | ### Research & docs (3) | Skill | What It Does | |-------|--------------| | [semantic-scholar-deep](skills/semantic-scholar-deep/) | Deep research over the Semantic Scholar Graph API — backward references, recommendations, batch lookup (up to 500 IDs), multi-hop citation-graph BFS, snippet search. Ships with an optional paired subagent for token-isolated literature reviews | | [fetch-url-as-markdown](skills/fetch-url-as-markdown/) | URL → clean Markdown via local trafilatura (real-browser UA, anti-stub guards, structured exit codes), with Exa MCP as a fallback for JS-rendered or anti-bot pages. Drop-in replacement for built-in WebFetch | | [ubiquitous-language](skills/ubiquitous-language/) | Domain thesaurus manager — DDD naming consistency, thesaurus generation, naming audit, git-history mining for naming ambiguities | ### Multi-agent orchestration **Moved out:** the `agents-consilium` skill now lives in its own repository — [CodeAlive-AI/pragmatic-orchestration](https://github.com/CodeAlive-AI/pragmatic-orchestration) (CLI renamed to `porch`). Install it with `npx skills add CodeAlive-AI/pragmatic-orchestration@pragmatic-orchestration -g -y`. ### macOS & Windows system health (2) | Skill | What It Does | |-------|--------------| | [maintaining-macos-health](skills/maintaining-macos-health/) | Disk cleanup + dev-machine optimisation + proactive health alerting. Triage for kernel panic / watchdog timeout / `vm-compressor-space-shortage` / Jetsam events. Tiered cleanup, Mole safety guards, and a noise-resistant LaunchAgent alerter. Independent first-use opt-ins for bounded emergency package-cache cleanup (< 2%) and a Codex cleanup plan/page (<= 5%), with exact-session continuation and separate deletion confirmation. Both default off. Apple Silicon focus | | [maintaining-windows-health](skills/maintaining-windows-health/) | Windows 11 port of the macOS health skill. Triage flow for BSOD / Kernel-Power 41 / crash dumps / commit-memory pressure. Ten-tier cleanup playbook (Storage Sense → discuss-first) using native Microsoft tooling (cleanmgr / DISM / pnputil / vssadmin / wevtutil / powercfg), a drift-protected HTML cleanup UI with an NTFS-hardened apply validator, and a Task Scheduler + BurntToast alerter (interactive-session, hysteresis, calibration). Heavy AI/Docker/WSL focus | ### Niche utilities (2) | Skill | What It Does | |-------|--------------| | [clipboard](skills/clipboard/) | Copy text to macOS clipboard with optional rich formatting (HTML + plain text). Slack/LinkedIn-aware — uses HTML rich text instead of mrkdwn, and warns about `<table>` not rendering in chat targets | | [windows-qa-engineer](skills/windows-qa-engineer/) | Manual QA copilot for Windows 11 desktop apps (WinForms / WPF / UWP). Uses Microsoft UFO (UIA / Win32) + FastMCP `mount()` composition + MCP protocol | ### Hooks (1) Standalone agent-safety tooling that doesn't fit the skill format — typically because it has to live inside an agent's hook protocol or run as a compiled binary. | Hook | What It Does | Install | |------|--------------|---------| | [balanced-safety-hooks](hooks/balanced-safety-hooks/) | `bash-guard` — Claude Code `PreToolUse:Bash` safety hook in Go. Real Bash AST parsing via [`mvdan.cc/sh`](https://github.com/mvdan/sh) (heredocs, single-quoted prose, `sudo`/`env`/`xargs`/`bash -c`/`eval`/`ssh`/pipe-to-shell). Catastrophic-path matrix with safe-path carve-outs. **Default rule set uses `ask`, not `deny`** — agents trivially bypass `deny` by rephrasing. Covers `rm`/`unlink`/`shred`, ORM migrations, infra (kubectl/gcloud/helm/docker/terraform/`git push -f`), PaaS CLIs (railway/fly/heroku), DB clients (psql/redis-cli), and cloud control-plane API mutations | `curl -fsSL https://raw.githubusercontent.com/CodeAlive-AI/ai-driven-development/main/hooks/balanced-safety-hooks/install-prebuilt.sh \| sh` | --- ## Working principles This collection is built on four principles that show up across all skills: 1. **Cross-agent first.** Skills follow the [Agent Skills](https://agentskills.io) open standard so they work in Claude Code, Cursor, Codex, Gemini, OpenCode, Antigravity, Copilot CLI — anywhere `npx skills add` reaches. 2. **Low false-positive friction.** Tools that interrupt your workflow (the bash-guard hook, agent prompts) are tuned for high signal: only ask when the action is genuinely destructive, not when there's a fuzzy keyword match. 3. **Disciplined defaults.** Skills like `bug-fix-protocol` and `fpf-problem-solving` codify practices that pay off when the agent goes off the happy path — multi-step protocols rather than one-shot prompts. 4. **Token-cheap.** Skill descriptions are kept tight so they don't dominate context. The [`semantic-scholar-deep`](skills/semantic-scholar-deep/) skill goes further with an optional paired subagent for token-isolated research. --- ## Repository structure ``` ai-driven-development/ ├── .claude-plugin/ │ ├── marketplace.json ← lists this repo as a single plugin (source: "./") │ └── plugin.json ← umbrella plugin manifest ├── skills/ ← canonical agent-skills layout │ ├── bug-fix-protocol/ │ ├── clipboard/ │ ├── code-that-fits-in-your-head/ │ ├── fetch-url-as-markdown/ │ ├── fpf-problem-solving/ │ ├── hooks-management/ │ ├── installing-cli-tools/ │ ├── investigating-repository-history/ │ ├── repo-activity-summary/ │ ├── maintaining-macos-health/ │ ├── maintaining-windows-health/ │ ├── mcp-management/ │ ├── openrouter-provider-ranking/ │ ├── agentic-readiness/ │ ├── plan-mode/ │ ├── plugins-management/ │ ├── prompt-engineering/ │ ├── refactoring-csharp/ │ ├── semantic-scholar-deep/ │ ├── settings-management/ │ ├── skills-management/ │ ├── ubiquitous-language/ │ └── windows-qa-engineer/ ├── hooks/ │ └── balanced-safety-hooks/ ← bash-guard (Go, pre-built binaries via release) ├── README.md (+ ru/zh/pt-BR translations) ├── AGENTS.md ← canonical repository instructions ├── CLAUDE.md ← imports AGENTS.md for Claude Code └── LICENSE ``` The same `skills/` directory is read by both `npx skills add` (the cross-agent CLI) and Claude Code's plugin install — no symlinks, no duplication. The `.claude-plugin/marketplace.json` declares this repo itself as a single plugin via `source: "./"`. --- ## Contributing Each skill lives in `skills/<skill-name>/` with a `SKILL.md` (agent-facing contract) and an optional `README.md` (human-facing entry). Most skills also have `references/`, `scripts/`, or `assets/` directories for supporting material. When adding a skill or materially changing one, refresh: - The skill's own `SKILL.md` and `README.md` - The relevant section table above - `.claude-plugin/plugin.json` and `.claude-plugin/marketplace.json` version (semver — minor bump for new skills, major for breaking interface changes) See [AGENTS.md](AGENTS.md) for the full development guide. --- ## Heritage This collection is the consolidation of nine previously-separate CodeAlive-AI repositories: - `agents-reflection-skills` (the 7 meta-skills, the marketplace base) - `prompt-engineering-skill` - `fpf-problem-solving-skill` - `clipboard-skill` - `claude-repo-explorer-skill` - `windows-qa-engineer-skill` - `ai-driven-development` (the original — bug-fix protocol) - `awesome-agent-skills` (5 skills + the bash-guard hook) The 7 meta-skills' commit history lives on in this repo (consolidated via `git mv`). The other source repos retain their own histories at their original URLs and will be archived with pointer READMEs shortly. --- ## License MIT

README des Repositorys wird geladen…

Skills in diesem Repository

Softwareentwickler Sonstige Computerberufe Allgemeine Bürokräfte Netzwerk- und Computersystemadministratoren

6 Berufskategorien · 95% klassifiziert

Skill

Beruf

Beschreibung

Aktualisiert

fpf-problem-solving

nicht klassifiziert

Use First Principles Framework (FPF) to decompose problems, architect systems, evaluate alternatives, define quality, qualify and develop methods, initiate inquiry from ordinary work, disambiguate agent-relative instructions, steer or resume work, surface…

Quellsprache: Englisch

2026-10-30

ubiquitous-language

Softwareentwickler

Maintain a project thesaurus (domain glossary) following DDD ubiquitous language principles. Use PROACTIVELY when naming anything: variables, functions, classes, modules, database fields, API endpoints, events, files, or directories. Also use when the user…

Quellsprache: Englisch

2026-09-17

agentic-readiness

Softwareentwickler

Audit and improve repositories for reliable agentic work across Codex and Codex App, Claude Code, and OpenCode. Use when reviewing AGENTS.md or CLAUDE.md quality and discovery, instruction routing in monorepos or meta-repos, agent settings, MCP configuration,…

Quellsprache: Englisch

2026-09-16

hooks-management

Sonstige Computerberufe

Manage hooks and automation for coding agents (Claude Code, Codex CLI, OpenCode, Devin CLI/Desktop). Use when users want to add, list, remove, update, or validate hooks. Triggers on requests like "add a hook", "create a hook that...", "list my hooks", "remove…

Quellsprache: Englisch

2026-09-16

mcp-management

Sonstige Computerberufe

Search, install, configure, update, and remove MCP servers across coding agents (Claude Code, Cursor, VS Code, Claude Desktop, Gemini CLI, Codex, Goose, Zed, Devin CLI/Desktop, and more). Supports multi-agent installation via npx add-mcp, the official MCP…

Quellsprache: Englisch

2026-09-16

plugins-management

Sonstige Computerberufe

Create, publish, delete, and submit plugins for coding agents (Claude Code, OpenCode, Devin CLI/Desktop). Use when user wants to (1) create a new plugin with proper structure, (2) create or configure a plugin marketplace, (3) publish plugins to…

Quellsprache: Englisch

2026-09-16

settings-management

Sonstige Computerberufe

View and configure settings for coding agents (Claude Code, Codex CLI, OpenCode, Devin CLI/Desktop, and others). Covers JSON settings for Claude Code and Devin, TOML for Codex CLI, and JSON/JSONC for OpenCode, including permissions, sandbox, model selection,…

Quellsprache: Englisch

2026-09-16

skills-management

Sonstige Computerberufe

Search, find, discover, install, remove, update, review, deduplicate, list, move, optimise, and iterate on skills for AI coding agents. Use when user asks "find a skill for X", "install skill", "remove skill", "update skills", "list skills", "deduplicate…

Quellsprache: Englisch

2026-09-16

maintaining-macos-health

Netzwerk- und Computersystemadministratoren

Hands-on playbook for macOS disk cleanup, dev-machine optimization, and proactive health alerting. Use when the Mac is full or slow, when a process persistently burns CPU, when a kernel panic / watchdog timeout / vm-compressor-space-shortage / Jetsam event…

Quellsprache: Englisch

2026-09-10

prompt-engineering

Softwareentwickler

Universal prompt engineering techniques for any LLM. Use when crafting, optimizing, or reviewing prompts for AI models. Triggers on requests like "improve this prompt", "write a system prompt", "optimize my instructions", "help me prompt engineer", "audit…

Quellsprache: Englisch

2026-09-08

windows-qa-engineer

Softwarequalitätssicherungsanalysten und -tester

Use when testing Windows 11 desktop apps (WinForms/WPF/UWP) via UFO UIA/Win32 automation MCP. Triggers on "test this Windows app", "QA the app", "run smoke test", "click the button", "fill the form", "check the UI", "Windows automation", "UFO QA", "verify the…

Quellsprache: Englisch

2026-09-03

code-that-fits-in-your-head

Softwareentwickler

Software-engineering heuristics based on Mark Seemann's Code That Fits in Your Head (2021), updated for agent-driven development. Use when writing or reviewing code, refactoring accidental complexity or a Big Ball of Mud, controlling technical or…

Quellsprache: Englisch

2026-08-13

repo-activity-summary

Softwareentwickler

Summarize a repository's recent engineering activity from git history — technologies, work types, churn hotspots, contributor patterns, and velocity. Use when asking "what has this repo been working on", "is this project active", "who contributes what",…

Quellsprache: Englisch

2026-08-06

installing-cli-tools

Softwareentwickler

Install, upgrade, configure, and verify developer CLI tools safely. Use when a user asks to install a new CLI, command-line app, SDK tool, package-manager binary, GitHub release binary, language runtime tool, or AI/vendor CLI; configure shell…

Quellsprache: Englisch

2026-07-28

semantic-scholar-deep

Sonstige Hochschullehrer

Deep research over the Semantic Scholar Graph API. Covers endpoints missing from allenai's lookup skill — paper references (backward citations), recommendations, batch paper lookup (up to 500 IDs), snippet search, and multi-hop citation graph traversal (BFS…

Quellsprache: Englisch

2026-07-28

maintaining-windows-health

Netzwerk- und Computersystemadministratoren

Hands-on playbook for Windows 11 disk cleanup, dev-machine optimization, and proactive health alerting. Use when the PC is full or slow, when a BSOD / Kernel-Power 41 / crash dump / commit-memory pressure happened, when the user asks to free disk space, audit…

Quellsprache: Englisch

2026-07-25

plan-mode

Softwareentwickler

Use this skill when the user asks to plan, design, scope, estimate, or implement a feature, bug fix, refactor, migration, integration, API change, UI change, or other project modification. Enforces a planning gate before editing code — investigate project…

Quellsprache: Englisch

2026-06-02

refactoring-csharp

Softwareentwickler

Rename and refactor C# symbols in a .NET solution or multi-solution monorepo with a one-shot Roslyn CLI. Use when the user asks to rename a symbol, preview impact, update references across a solution, or refactor shared projects across several solutions.

Quellsprache: Englisch

2026-05-13

investigating-repository-history

Softwareentwickler

Investigate GitHub repository history before risky code changes using git blame/log, GitHub PRs, review comments, squash/rebase/cherry-pick/rename heuristics, and cited evidence. Use when asking why code exists, whether a change is safe, what PR introduced…

Quellsprache: Englisch

2026-05-08

bug-fix-protocol

Softwarequalitätssicherungsanalysten und -tester

8-step disciplined bug-fix protocol that treats every production bug as two failures — the code defect itself and the testing system that allowed it through. Use when fixing a production bug, investigating a regression, writing a post-mortem, or auditing a…

Quellsprache: Englisch

2026-05-04

clipboard

Allgemeine Bürokräfte

Copy text to clipboard with optional rich formatting. Triggers on "copy to clipboard", "copy that", "pbcopy", "copy formatted", "copy rich text".

Quellsprache: Englisch

2026-05-04

fetch-url-as-markdown

Allgemeine Bürokräfte

Fetch a web page (URL) and return clean Markdown via local trafilatura, with Exa MCP as a fallback for JS-rendered or anti-bot pages. Use when the user asks to read, fetch, scrape, summarize, or quote a URL — prefer this over the built-in WebFetch tool. Don't…

Quellsprache: Englisch

2026-05-04

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