By fblissjr
Generate and launch database-backed MCP tool environments from scenario descriptions or the AWM-1K catalog. SessionStart hook auto-injects principles when .env-forge or fastapi-mcp detected.
Browse AWM-1K catalog of 1000 pre-built tool environments by category or keyword. Use when user says "browse environments", "search AWM catalog", "find a tool environment", "list environment categories", or wants to materialize a pre-built MCP backend.
Generate database-backed MCP tool environments from scenario descriptions or browse 1000 pre-built environments. Use when user says "generate a tool environment", "create an MCP backend", "scaffold database tools", "build a sandbox", "synthesize an environment", "launch an environment", "browse environments", "AWM catalog", "create API tools", "generate test tools", "tool environment for", "database-backed tools", "sandbox for agent testing", or "create tools for".
Generate a new database-backed MCP tool environment from a scenario description. Use when user says "forge an environment", "generate tool environment", "create an MCP backend", "scaffold database tools", "build a sandbox", or "synthesize an environment from scratch".
Materialize and start a generated or catalog environment as a FastAPI+MCP server (Phase 2). Use when user says "launch environment", "start the server", "run the environment", or wants to bring up a materialized env-forge environment.
Run verification functions against current DB state for a task (Phase 2). Use when user says "verify task", "check task completion", "run verifiers", or wants to validate that an agent completed an env-forge task correctly.
Own this plugin?
Verify ownership to unlock analytics, metadata editing, and a verified badge. GitHub access is read-only (username + org membership).
Sign in to claimOwn this plugin?
Verify ownership to unlock analytics, metadata editing, and a verified badge. GitHub access is read-only (username + org membership).
Sign in to claimBased on adoption, maintenance, documentation, and repository signals. Not a security audit or endorsement.
last updated: 2026-03-31
Design Principles (VISION.md) -- Skills are retrieval, and retrieval serves an architecture. High precision is the constraint, high recall is the goal. Read this first.
A collection of Claude Code plugins, skills, and MCP Apps. Installable as a plugin marketplace in Claude Code, Cowork, and Claude Desktop.
Each plugin addresses a different layer of building with AI: planning and decomposition (mece-decomposer), tool environment infrastructure (env-forge), interactive UIs (mcp-apps), development workflows (dev-conventions, tui-design, cogapp-markdown, dimensional-modeling), and plugin management (plugin-toolkit).
| Plugin | Type | Description |
|---|---|---|
| mece-decomposer | Hook + Skills + MCP App | MECE decomposition of goals and workflows into Agent SDK-ready components, with interactive tree visualizer. Hook detects Agent SDK imports. |
| mcp-apps | Skills | Build and migrate MCP Apps (interactive UIs for MCP-enabled hosts) |
| plugin-toolkit | Skills + Agents | Analyze, polish, and manage Claude Code plugins |
| tui-design | Hook + Skill | Terminal UI design principles for Rich, Questionary, and Click. Hook detects TUI library imports. |
| cogapp-markdown | Skill | Auto-generate markdown sections using cogapp |
| dev-conventions | Hook + Skills | Auto-detects Python/JS projects at session start, injects uv/orjson/bun/TDD/doc conventions via composable directive files |
| dimensional-modeling | Hook + Skill | Kimball-style dimensional modeling for DuckDB star schemas. Hook detects DuckDB usage. |
| env-forge | Hook + Skill + Scripts | Interface for Snowflake AWM synthesis pipeline. Hook detects .env-forge or fastapi-mcp. |
| readwise-reader | MCP Server | Search, save, and surface your Readwise Reader library via MCP with OAuth, DuckDB, and full-text search |
| json-query | Skill | JSON query tool selection and syntax -- jg (jsongrep) for extraction, jq for transformation |
| skill-maintainer | Skills | Maintenance tools for skill repos: quality checks, freshness, upstream detection, best practices review |
| skill-dashboard | MCP App | Interactive quality dashboard: checks, token budgets, freshness, version alignment |
| Module | Description |
|---|---|
| heylook-monitor | MCP App dashboard for heylookitsanllm local LLM server |
| skill-dashboard | ext-apps MCP App quality dashboard (TypeScript) |
| Module | Description |
|---|---|
| skill-maintainer | skill-maintain CLI for validating, monitoring, and maintaining skill repos. Git-installable into any repo. |
| agent-state | agent-state CLI for DuckDB audit/state tracking of pipeline, agent, and CLI runs. Watermark history, run trees, skill version lineage with routing metadata and lifecycle management. |
# Add the marketplace (once)
/plugin marketplace add fblissjr/fb-claude-skills
# Install individual plugins
/plugin install mece-decomposer@fb-claude-skills
/plugin install mcp-apps@fb-claude-skills
/plugin install plugin-toolkit@fb-claude-skills
/plugin install tui-design@fb-claude-skills
/plugin install cogapp-markdown@fb-claude-skills
/plugin install dimensional-modeling@fb-claude-skills
/plugin install dev-conventions@fb-claude-skills
/plugin install env-forge@fb-claude-skills
/plugin install skill-maintainer@fb-claude-skills
/plugin install json-query@fb-claude-skills
Or from the terminal:
claude plugin marketplace add fblissjr/fb-claude-skills
claude plugin install mece-decomposer@fb-claude-skills
git clone https://github.com/fblissjr/fb-claude-skills.git
cd fb-claude-skills
/plugin marketplace add .
/plugin install mece-decomposer@fb-claude-skills
claude --plugin-dir ./apps/mece-decomposer
claude plugin uninstall mece-decomposer@fb-claude-skills
claude plugin list # verify
New to MCP? See docs/mcp-ecosystem.md for a field guide to the full MCP ecosystem -- protocols, transports, tools, apps, connectors, and how they all relate.
Plugins from this repo work across multiple Claude surfaces, but capabilities differ by surface:
npx claudepluginhub fblissjr/fb-claude-skills --plugin env-forgeSkills for building and migrating MCP Apps with interactive UIs
Maintenance tools for skills repos: validation, quality checks, freshness tracking, upstream change detection, and best practices review
MECE decomposition of goals, tasks, and workflows into Agent SDK-ready components with interactive tree visualizer. SessionStart hook auto-injects principles when Agent SDK or decomposition files detected.
Tools for analyzing, polishing, and managing Claude Code plugins
Auto-generate markdown sections using cogapp
Build FastMCP 3.x Python MCP servers — covers provider/transform architecture (including CodeMode, Tool Search, and server-level transforms), component versioning, session state, authorization (MultiAuth, PropelAuth, connection-pooled token verifiers), evaluation creation, Pydantic validation, async patterns, STDIO and HTTP transports, nginx reverse proxy deployment, background tasks, Prefab Apps UI, security patterns, client SDK usage, testing, deployment, and migration from FastMCP v2. TypeScript is a legacy reference only and is not updated for v3.
FastMCP Python framework for MCP servers with tools, resources, storage backends (memory/disk/Redis/DynamoDB). Use for Claude tool exposure, OAuth Proxy, cloud deployment, or encountering storage, lifespan, middleware, circular import, async errors.
MCP server development helper with tool and resource scaffolding
The complete library of Agent Skills — AI agents & orchestration, MCP & SDKs, Oracle & cloud, frontend & animation, engineering workflow, content & brand, and creative production. Skills auto-activate when relevant.
Centralized Claude Code configuration: Docker-first guards, permissions, MCP gateway, and workflow skills
Comprehensive skill pack with 66 specialized skills for full-stack developers: 12 language experts (Python, TypeScript, Go, Rust, C++, Swift, Kotlin, C#, PHP, Java, SQL, JavaScript), 10 backend frameworks, 6 frontend/mobile, plus infrastructure, DevOps, security, and testing. Features progressive disclosure architecture for 50% faster loading.