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ai-driven-development

Name: ai-driven-development
Author: cscannellnexus

By cscannellnexus

An umbrella collection of 22 skills + 1 hook for AI-driven development: agent self-configuration (MCP / hooks / settings / subagents / skills / plugins / Claude Code optimisation), engineering practices (prompt engineering, FPF problem solving, bug-fix protocol, planning gate, repository-history investigation, C# refactoring), research & docs (Semantic Scholar deep research, URL-to-Markdown, ubiquitous-language thesaurus), multi-agent orchestration (consilium), macOS & Windows health & cleanup, and niche utilities (clipboard, repo-explorer, Windows QA). Plus a Claude Code Bash safety hook.

ClaudePluginHub fallbackgenerated from the plugin's indexed repository (cscannellnexus/ai-driven-development) — no native marketplace selected

npx claudepluginhub cscannellnexus/ai-driven-development

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What's Inside

Skills22

agents-consilium

/agents-consilium

Query external AI agents (Codex, Gemini, OpenCode, Claude Code headless) in parallel for independent second opinions, code review, bug investigation, and consensus on high-stakes decisions. Agents and models are configurable in config.json. Use for architecture choices, security review, or ambiguous problems where independent perspectives matter. Not for simple questions answerable from docs or the codebase — use web search or repo exploration instead.

bug-fix-protocol

/bug-fix-protocol

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 missed defect. Triggers on "fix this bug", "production bug", "regression test", "post-mortem", "test gap", "why did the tests miss this".

clipboard

/clipboard

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

fetch-url-as-markdown

/fetch-url-as-markdown

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 use for binary files (PDFs, images, archives) or for fetching API/JSON endpoints.

fpf-problem-solving

/fpf-problem-solving

First Principles Framework (FPF) — thinking amplifier. Use when user wants to think through a complex problem, architect a system, evaluate alternatives, decompose complexity, classify problems, define quality attributes, plan rigorously, make decisions under uncertainty, establish causality, reason about time and trends, describe architecture or structural views, check mathematical model fit, or improve pattern quality. Also triggers on: FPF, bounded contexts, SoTA packs, assurance calculus, decision theory, causal reasoning, temporal reasoning, architecture description, quality gates, FPF Parts A-K. Not for simple task planning, general philosophy, or Agile unrelated to FPF.

README

AI-Driven Development

Practices, protocols, and skills for AI-driven software development

An umbrella collection of 22 skills + 1 hook that work across Claude Code, Codex CLI, OpenCode, Cursor, Gemini CLI, Antigravity, and any other agent that supports the Agent Skills standard.

Installation

Via Skills CLI (recommended — works in 12+ agents):

# Install all 22 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:

/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/ 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	Install and manage MCP servers across 10+ coding agents (Claude Code, Cursor, VS Code, Gemini CLI, Codex, Goose, Copilot CLI, OpenCode, Zed) — single command, handles JSON/YAML/TOML config differences
hooks-management	Manage hooks and automation for Claude Code, Codex CLI, and OpenCode
settings-management	Configure settings for Claude Code (JSON), Codex CLI (TOML), and OpenCode (JSON/JSONC)
subagents-management	Create and manage subagents across Claude Code, Codex CLI, and OpenCode
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	Package and publish plugins for Claude Code and OpenCode (validate, scaffold, submit to Anthropic's directory)
optimizing-claude-code	Audit repos and optimise CLAUDE.md for agent work

Engineering practices (6)

Disciplined approaches that improve how agents and humans collaborate on code.

View full README on GitHub

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ai-driven-development

Popularity

Confidence

What's Inside

README

AI-Driven Development

Installation

What's Included

Agent reflection & meta (7)

Engineering practices (6)

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What's Included

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Engineering practices (6)

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