Model-agnostic repository documentation tooling (prompt-first; thin CLI).
Project description
codeForerunner
Model-agnostic repository documentation tooling. Ships a prompt pack for codebase analysis and doc generation, a thin Python CLI, an MCP server, drift-detection rules that keep docs honest — and native slash-command skills for Claude Code, Codex, Gemini CLI, and other agent CLIs.
Install
Install forerunner's prompt pack as skills into your agent CLI. Each documentation task becomes a slash command (/forerunner-readme, /forerunner-check, etc.) available inside Claude Code, Codex, Gemini CLI, and other agents. Authentication is handled by your existing agent subscription — no separate API key needed.
# From a cloned repo
./install.sh
# One-liner (auto-detects Claude Code, Codex, Gemini CLI)
curl -fsSL https://raw.githubusercontent.com/derek-palmer/codeforerunner/main/install.sh | bash
# Windows
irm https://raw.githubusercontent.com/derek-palmer/codeforerunner/main/install.ps1 | iex
# Via forerunner CLI (after pip install)
forerunner install --all claude
forerunner install --all codex
Then in your agent:
/forerunner-scan ← scan the repo first
/forerunner-readme ← generate README
/forerunner-check ← detect doc drift
/forerunner-refresh ← scan + update all stale docs
Slash commands
| Command | Task | Purpose |
|---|---|---|
/forerunner-scan |
scan |
Collect repo evidence (run first) |
/forerunner-readme |
readme |
Generate or refresh README.md |
/forerunner-api-docs |
api-docs |
Generate API reference docs |
/forerunner-diagrams |
diagrams |
Generate Mermaid architecture diagrams |
/forerunner-flows |
flows |
Document system flows |
/forerunner-stack-docs |
stack-docs |
Stack-specific developer docs |
/forerunner-version-audit |
version-audit |
Audit pinned versions vs EOL |
/forerunner-check |
check |
Check docs for staleness |
/forerunner-review |
review |
Doc-impact summary for PR review |
/forerunner-audit |
audit |
Security and dependency audit |
/forerunner-changelog |
changelog |
Generate changelog from git log |
/forerunner-init |
init-agent-onboarding |
Bootstrap or refresh AGENTS.md |
/forerunner-refresh |
refresh |
Scan + check + update all stale docs in one pass |
Slash command availability depends on the agent CLI. Claude Code, Codex, and Gemini CLI support all commands after install.
Skill install options
| Flag | Effect |
|---|---|
./install.sh |
Auto-detect all agents, prompt global vs local, install all skills |
./install.sh --global |
Skip prompt, install to global agent dirs (all projects) |
./install.sh --local |
Skip prompt, install to .claude/skills/ and .agents/skills/ in cwd |
./install.sh --only claude |
Claude Code only |
./install.sh --only codex |
Codex only |
./install.sh --only gemini |
Gemini CLI only |
./install.sh --dry-run |
Preview, write nothing |
./install.sh --list |
Show detected agents + skill list |
./install.sh --uninstall |
Remove all installed skills |
CLI
pip install codeforerunner
| Command | Purpose |
|---|---|
forerunner init |
Resolve agent-onboarding bundle to stdout. |
forerunner scan |
Resolve scan bundle to stdout. |
forerunner doc <task> |
Resolve base + partials + task bundle to stdout. |
forerunner refresh |
Output scan + check + all doc-task bundles in sequence for a full doc refresh. |
forerunner check |
Run drift-detection rules; no-op without forerunner.config.yaml. |
forerunner doctor |
Health report: skill parity, config. Add --fix to write a starter config. |
forerunner mcp-server |
Serve prompt bundles as MCP tools over stdio (JSON-RPC 2.0). |
forerunner install <agent> |
Install canonical skill into agent-specific directory. Add --all for all per-task skills. |
Quick start
# Install skills into Claude Code
curl -fsSL https://raw.githubusercontent.com/derek-palmer/codeforerunner/main/install.sh | bash
# In Claude Code:
# /forerunner-scan → scans your repo
# /forerunner-readme → generates README.md
# /forerunner-refresh → updates all stale docs
# /forerunner-check → checks for doc drift
GitHub Action
Add doc-drift detection to any repo's CI — fails the PR if docs contradict repo state.
# .github/workflows/doc-check.yml
name: Doc Check
on: [push, pull_request]
jobs:
doc-check:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v6.0.2
- uses: derek-palmer/codeforerunner@v0.4.3
with:
fail-on-drift: "true" # set "false" to warn-only
No-op when forerunner.config.yaml is absent — safe to add before configuring rules.
Inputs
| Input | Default | Description |
|---|---|---|
version |
latest |
codeforerunner version to install |
python-version |
3.11 |
Python version |
repo |
workspace root | Path to check |
fail-on-drift |
true |
Exit non-zero on drift |
Configuration
Copy forerunner.config.yaml.example to forerunner.config.yaml to opt in to drift rules. Generate a starter config with:
forerunner doctor --fix
Config fields
approaching_eol_threshold_months: 6
tasks:
check:
enabled_rules:
- R1-no-cli
- R2-no-pre-commit
- R3-no-ci
- R4-no-installer
- R5-no-python-package
- R7-no-mcp
- R8-no-marketplace
- RI1-missing-cli
- RI5-missing-python-package
- RI7-missing-mcp
- RV1-version-drift
ignore_paths:
- docs/legacy/**/*.md
Drift rules
| Rule | Fires when |
|---|---|
R1-no-cli |
Doc denies having a CLI, but cli.py is present |
R2-no-pre-commit |
Doc denies having pre-commit hooks, but .pre-commit-hooks.yaml present |
R3-no-ci |
Doc denies having CI, but .github/workflows/*.yml present |
R4-no-installer |
Doc denies having an installer, but installer.py present |
R5-no-python-package |
Doc denies having a Python package, but pyproject.toml present |
R6-no-docker |
Doc denies having Docker, but Dockerfile/compose.yml present |
R7-no-mcp |
Doc denies having an MCP server, but mcp_server.py present |
R8-no-marketplace |
Doc denies having a marketplace, but marketplace.json present |
RI1-missing-cli |
Doc references forerunner subcommands but cli.py absent |
RI5-missing-python-package |
Doc shows pip install codeforerunner but pyproject.toml absent |
RI7-missing-mcp |
Doc references forerunner mcp-server but mcp_server.py absent |
RV1-version-drift |
Doc pins codeforerunner==X.Y.Z differing from current version |
MCP Server
forerunner mcp-server speaks JSON-RPC 2.0 over stdio and exposes one tool per prompts/tasks/*.md. A scan-first gate enforces SPEC V2: any tool except scan or init-agent-onboarding returns an error until scan has been called in the same session.
See examples/mcp/ for Claude Desktop and mcp-cli wiring examples.
Prompt pack
Prompts are bundled inside the package at src/codeforerunner/prompts/.
prompts/
├── system/base.md
├── partials/
│ ├── context-format.md
│ ├── output-rules.md
│ └── stack-hints.md
└── tasks/
├── scan.md api-docs.md audit.md
├── readme.md diagrams.md changelog.md
├── check.md flows.md version-audit.md
├── review.md stack-docs.md refresh.md
└── init-agent-onboarding.md
Docs and spec
SPEC.md— canonical phase/task trackerdocs/getting-started.md— manual prompt usedocs/prompt-guide.md— how system, partial, and task prompts composedocs/editor-agent-setup.md— adapting prompts to local agentsdocs/roadmap.md— human-readable roadmapdocs/agent-distribution-design.md— packaging and installer design
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