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Audit and write CLAUDE.md / AGENTS.md / Cursor rules; generate full build specs for new projects.
About
Audit and write CLAUDE.md / AGENTS.md / Cursor rules; generate full build specs for new projects.
Remote endpoints: streamable-http: https://prompt-generator-website.com/mcp
Security Report
Valid MCP server (3 strong, 3 medium validity signals). No known CVEs in dependencies. Package registry verified. Imported from the Official MCP Registry.
5 tools verified · Open access · 1 issue found
Security scores are indicators to help you make informed decisions, not guarantees. Always review permissions before connecting any MCP server.
Permissions Required
This plugin requests these system permissions. Most are normal for its category.
What You'll Need
Set these up before or after installing:
Environment variable: SPECPACK_API_KEY
How to Install & Connect
Available as Local & Remote
This plugin can run on your machine or connect to a hosted endpoint. during install.
Documentation
View on GitHubFrom the project's GitHub README.
specpack
Lint and generate the files your AI coding agent reads — CLAUDE.md, AGENTS.md, .cursorrules,
Cursor rules — and turn a project description into a full build spec. CLI, library and MCP server.
npx specpack audit # bloat score for the agent files in this repo (offline)
npx specpack init # write a lean AGENTS.md from your manifests (offline)
npx specpack spec --describe "Booking app for dog groomers with deposits and SMS reminders"
CLAUDE.md / AGENTS.md are loaded into the agent's context on every session. Every line that
restates package.json, pastes a file tree or tells the model to "write clean code" costs tokens and
competes with the two rules that actually matter. specpack audit finds those lines; specpack init
starts you at the trimmed end.
Node ≥ 18. No account needed. audit and init never touch the network.
specpack audit — how much of your memory file does nothing?
Each line is classified keep, cut (removing it changes nothing: role-play preamble, generic
advice, restated manifests, duplicates, emphasis inflation, prose) or offload (true but
situational: file trees, schema dumps, endpoint lists, long code blocks, setup/deploy sections — move
them to their own file and reference them with @docs/…). Same rules as the browser tool at
prompt-generator-website.com/claude-md-audit.
Real output on a typical file:
$ npx specpack audit CLAUDE.md
CLAUDE.md 59% bloat · 44 lines · ~341 tokens every session
10 keep · 12 cut · 15 offload of 37 non-empty lines · ceiling 200, trimmed files land near 60
Over half of this file is doing nothing. It is not neutral weight — it is what your real rules are competing against.
3 cut You are an expert senior full-stack developer with 10 years of experience.
↳ role-play preamble: CLAUDE.md is project memory, not a system prompt. "You are an expert…" costs tokens and changes nothing about the code produced.
4 cut Please always write clean, readable and maintainable code.
↳ default behaviour: Removing this line does not make the model write worse code — it already tries to do this. It only dilutes the lines that matter.
5 cut IMPORTANT: follow best practices at all times.
…
12 cut - Next.js 15.1
↳ restates a manifest: package.json / composer.json / requirements.txt already state this, and the agent reads them. Keep it only if the version pin has a non-obvious reason.
…
18 offload ## Database schema
↳ situational section: Only a fraction of your sessions need this. Move the section to its own file and point at it with @docs/… so it loads when the task asks for it.
…
31 offload src/
↳ file tree: Root of a pasted directory tree. The agent can run ls and get the real one — a copy goes stale after the first refactor.
…
Trimmed copy (8 lines): specpack audit CLAUDE.md --trimmed
Without arguments it audits every agent file in the current directory: CLAUDE.md, AGENTS.md,
.cursorrules, .windsurfrules, .github/copilot-instructions.md, CLAUDE.local.md,
.cursor/rules/*.mdc. - reads stdin.
| Option | |
|---|---|
--trimmed | print only the keep-only version (> CLAUDE.trimmed.md) |
--json | every line with verdict, rule and reason, plus stats and the trimmed file |
--all | also list the kept lines and why |
--max-bloat <pct> | exit code 1 when a file is above the threshold |
In CI
# .github/workflows/agent-files.yml
name: Agent files
on: [pull_request]
jobs:
audit:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v4
- run: npx -y specpack audit --max-bloat 30
specpack init — a lean AGENTS.md from what the repo already says
Reads package.json (scripts, lockfile → package manager, framework), tsconfig.json, the Prisma
schema, pyproject.toml / requirements*.txt (uv, Poetry), composer.json, go.mod, Cargo.toml,
Gemfile, Makefile, Docker Compose, .nvmrc, .env.example, .claude/commands. Only what a file
states is written: nothing is guessed, no patch versions, no "You are an expert" preamble. Sections with
nothing detected are left out.
Real output on a Next.js + Prisma repository:
$ npx specpack init
✓ Wrote AGENTS.md (37 lines, 0% bloat)
Scanned from package.json, tsconfig.json, prisma/schema.prisma, .nvmrc, docker-compose.yml, .env.example, .gitignore, .claude/commands/.
# AGENTS.md — ledgerly
Invoicing app for freelancers. A web application.
## Stack
- Next.js (App Router)
- Tailwind CSS
- Zod
- Stripe
- Vitest
- Playwright
- ESLint
- TypeScript (strict)
- Prisma + PostgreSQL (schema: prisma/schema.prisma)
- Local services via Docker Compose (docker-compose.yml): db
## Commands
- `pnpm dev` — `next dev --turbopack -p 3001` (port 3001)
- `pnpm build` — `next build`
- `pnpm start` — `next start`
- `pnpm test` — `vitest run`
- `pnpm test:e2e` — `playwright test`
- `pnpm lint` — `next lint`
- `pnpm db:migrate` — `prisma migrate dev`
- `pnpm db:seed` — `tsx prisma/seed.ts`
- `docker compose up -d`
## Project rules
These are things the agent cannot guess from the code. Follow them exactly.
- Use pnpm (pnpm-lock.yaml), not npm or yarn — another package manager ignores the lockfile.
- Runtime: Node 20 (.nvmrc).
- Environment variables are listed in `.env.example`; the real `.env` is git-ignored — do not commit it.
Then add the rules only you know under Project rules — that is the part that matters.
| Option | |
|---|---|
--format agents | AGENTS.md (default) |
--format claude | CLAUDE.md — imports @AGENTS.md when it exists, plus Claude Code specifics (slash commands, .mcp.json servers) |
--format cursor | .cursor/rules/project.mdc (always-applied rule) |
--format all | the three |
--dry-run / --force | preview / overwrite (existing files are never overwritten otherwise) |
specpack spec — a full build spec for a new project
For a project that does not exist yet, prompt-generator-website.com
turns a questionnaire (7 project types: SaaS, e-commerce, business site, marketplace, blog, web app,
landing page) into a complete specification — stack, database schema, authentication, type-specific
features, pages, design, SEO, security, legal, deployment, file structure — plus AGENTS.md,
CLAUDE.md, .cursor/rules/project.mdc, .cursorrules, .windsurfrules and
.github/copilot-instructions.md that keep the agent on-spec for the whole build.
# AI drafts the answers from a description (10–40 s), then the spec is generated
npx specpack spec --describe "Booking app for dog groomers with deposits and SMS reminders" --out ./groombook
# your own answers (see GET /questions in the API)
npx specpack spec --answers answers.json --type saas
# or answer the questionnaire in the terminal
npx specpack spec
The spec engine is deterministic: the same answers always give the same bytes. Free without an
account: 2 specs and 3 AI drafts. More: a 7-day Pass or Pro at
prompt-generator-website.com/pricing; then
specpack login pgw_… (or SPECPACK_API_KEY). specpack whoami shows what is left.
MCP server
Seven tools for Claude Code, Cursor, Windsurf, VS Code and any MCP client:
| Tool | Where it runs | |
|---|---|---|
audit_agent_file | local | bloat score, lines to cut/offload with reasons, trimmed copy |
draft_agent_file | local | lean AGENTS.md / CLAUDE.md / Cursor rule from the manifests (returns it, writes nothing) |
list_project_types | API | the 7 project types |
get_questionnaire | API | every question for a type; the agent fills it from the conversation and the repo |
generate_spec | API | spec + agent files, written to output_dir if given (files picks which). No AI on the server |
draft_answers | API | AI fills the questionnaire from a description (uses an AI draft) |
get_usage | API | plan and what is left |
Claude Code
claude mcp add specpack -- npx -y specpack mcp
Cursor (.cursor/mcp.json), Windsurf, Claude Desktop
{
"mcpServers": {
"specpack": { "command": "npx", "args": ["-y", "specpack", "mcp"], "env": { "SPECPACK_API_KEY": "" } }
}
}
Remote, nothing to install (streamable HTTP; audit_agent_file and draft_agent_file read local files, so they only exist in the local server):
https://prompt-generator-website.com/mcp — optional header Authorization: Bearer pgw_….
claude mcp add --transport http specpack https://prompt-generator-website.com/mcp
Library
import { audit, scanProject, renderAgentsMd, SpecpackClient } from "specpack";
const { stats, lines, trimmed } = audit(fs.readFileSync("CLAUDE.md", "utf8"));
console.log(`${stats.bloat}% bloat`, lines.filter((l) => l.verdict === "cut").length, "lines to cut");
const agentsMd = renderAgentsMd(scanProject("."));
const client = new SpecpackClient({ apiKey: process.env.SPECPACK_API_KEY });
const draft = await client.draft("A booking app for dog groomers");
const spec = await client.createSpec(draft.type, draft.answers); // spec.spec, spec.files["AGENTS.md"]…
createMcpServer() is exported from specpack/mcp. API errors are SpecpackError with code
(quota_exceeded, unauthorized, invalid_request, …), status and upgradeUrl.
Reference
- Exit codes:
0ok ·1failure, or--max-bloatexceeded ·2usage error or quota exceeded. - Environment:
SPECPACK_API_KEY,SPECPACK_API_URL(testing),NO_COLOR. - Key storage:
~/.config/specpack/config.json($XDG_CONFIG_HOMEhonoured), mode 600. - HTTP API: API-V1.md.
- Privacy:
auditandinitread local files and send nothing.specsends your answers or description to prompt-generator-website.com.
License
MIT © Kipdev
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