By rodrigorjsf
Evidence-based AGENTS.md and CLAUDE.md initializer and optimizer. Generates minimal, scoped configuration files following progressive disclosure principles — based on the ETH Zurich 'Evaluating AGENTS.md' study and Anthropic's context engineering best practices.
Analyze a project's technical characteristics — tech stack, tooling, build/test commands, non-standard patterns. Use when initializing or improving AGENTS.md/CLAUDE.md files.
Evaluate existing AGENTS.md or CLAUDE.md files against evidence-based quality criteria. Use when improving configuration files — identifies bloat, contradictions, staleness, and missed scopes.
Identify distinct contexts (scopes) in a project that need their own AGENTS.md or CLAUDE.md. Use when initializing configuration file hierarchies.
Evaluates and improves existing AGENTS.md files in projects. Identifies bloat, contradictions, stale references, and missing scopes — then applies progressive disclosure refactoring based on the ETH Zurich study and context engineering research.
Evaluates and improves existing CLAUDE.md files and .claude/rules/ in projects. Identifies bloat, contradictions, stale references, and missing scopes — then applies progressive disclosure refactoring using Claude Code's full configuration system.
Initializes optimized AGENTS.md hierarchy for projects. Uses subagent-driven codebase analysis to generate minimal, scoped files following progressive disclosure — based on the ETH Zurich 'Evaluating AGENTS.md' study showing that minimal developer-style files outperform comprehensive auto-generated ones.
Initializes optimized CLAUDE.md hierarchy and .claude/rules/ for projects. Uses subagent-driven codebase analysis to generate minimal, scoped files following progressive disclosure — based on the ETH Zurich 'Evaluating AGENTS.md' study and Anthropic's context engineering best practices.
Uses power tools
Uses Bash, Write, or Edit tools
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A multi-plugin marketplace providing evidence-based agent artifact engineering. Instead of auto-generating one bloated configuration file, this toolkit creates minimal, scoped files following progressive disclosure principles — proven by research to outperform comprehensive auto-generated configurations. Ships as Claude Code and Cursor distributions — each an Initializer/Customizer pair — plus a standalone distribution compatible with any AI coding tool.
These plugins analyze your entire codebase before generating or improving configuration files. Execution cost scales with project size and scope — a large or complex project can be expensive to run.
Recommended model: Claude Opus delivers the best analysis quality for this workload. Viable alternative: Claude Sonnet with High effort produces decent results at lower cost.
Usage pattern: run each skill once per project, or when the codebase has changed significantly. Not on every session.
The long-term benefit is that every future agent session becomes cheaper and more accurate after the generated files are in place. Treat the first execution as a one-time investment — not routine work.
| Distribution | Platform | Install Path | Full Documentation |
|---|---|---|---|
agents-initializer | Claude Code | Native plugin system | plugins/agents-initializer/README.md |
agent-customizer | Claude Code | Native plugin system | plugins/agent-customizer/README.md |
cursor-initializer | Cursor IDE | Native plugin system | plugins/cursor-initializer/README.md |
cursor-customizer | Cursor IDE | Native plugin system | plugins/cursor-customizer/README.md |
| Standalone | Any AI tool | npx skills add / manual | skills/README.md |
For a full evidence-to-implementation mapping, see DESIGN-GUIDELINES.md.
/plugin marketplace add rodrigorjsf/agent-engineering-toolkit
/plugin install agents-initializer@agent-engineering-toolkit
→ See plugins/agents-initializer/README.md for scope flags and full options.
/plugin marketplace add rodrigorjsf/agent-engineering-toolkit
/plugin install agent-customizer@agent-engineering-toolkit
→ See plugins/agent-customizer/README.md for scope flags and full options.
git clone https://github.com/rodrigorjsf/agent-engineering-toolkit.git ~/src/agent-engineering-toolkit
mkdir -p ~/.cursor/plugins/local
ln -s ~/src/agent-engineering-toolkit ~/.cursor/plugins/local/agent-engineering-toolkit
→ See plugins/cursor-initializer/README.md for full setup instructions.
git clone https://github.com/rodrigorjsf/agent-engineering-toolkit.git ~/src/agent-engineering-toolkit
mkdir -p ~/.cursor/plugins/local
ln -s ~/src/agent-engineering-toolkit ~/.cursor/plugins/local/agent-engineering-toolkit
→ See plugins/cursor-customizer/README.md for full setup instructions.
npx skills add rodrigorjsf/agent-engineering-toolkit -g
→ See skills/README.md for per-tool install options and manual installation.
npx claudepluginhub rodrigorjsf/agent-engineering-toolkit --plugin agents-initializerAI-powered PRD generator with official-source research validation, self-evolving project skills, CI/CD pipeline generation, and local documentation cache for AI-assisted development
rodrigorjsfGenerate and maintain AGENTS.md, copilot-instructions.md, and other agent rule files
netresearchMake a codebase agent-ready by scaffolding AGENTS.md, ARCHITECTURE.md, and docs/ structure following progressive disclosure patterns. Creates CLAUDE.md as a symlink for Claude Code compatibility.
dgalarzaAutomatically detects and loads AGENTS.md files to provide agent-specific instructions alongside CLAUDE.md. Enables specialized agent behaviors without manual intervention.
jeremylongshoreHelloAGENTS — The orchestration kernel that makes any AI CLI smarter. Adds intelligent routing, unified QA gates, safety guards, and notifications.
hellowind77711 agents, 35 skills, 18 commands, 9 hooks — spec-driven multi-agent orchestration for Claude Code, with optional cross-device semantic memory.
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