autodrive
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Autonomous engineering pipeline for Claude Code — /drive runs the task lifecycle (plan → implement → review → harden → finalize → ship) with two human gates, gstack planning, and codex cross-model review.
autodrive
AI coding agents skip code review, claim "done" on work they didn't finish, and quietly
drop steps. /drive makes that structurally impossible. It drives one task through the whole
lifecycle — plan → implement → review → harden → ship — as an autonomous pipeline for Claude
Code, and it cannot skip review by omission: the merge and ship gates are computed from git
truth (SHA-bound review artifacts), so a coordinator that forgets or hallucinates a review is
blocked before it can act on the result.
You approve two things — the direction (Gate A) and the final diff (Gate B). The pipeline drives
everything in between: gstack plans, harness-owned stages execute, and every review runs
two independent voices (a Claude reviewer + codex) that must both sign off.
- gstack
autoplan+plan-*-review— autonomous planning/review brain codex— cross-model second opinion (run via the codex CLI directly)- Slash commands:
/drive,/drive-plan,/drive-design,/drive-implement,/drive-review,/drive-harden,/drive-finalize,/drive-ship - Decision policy: autoplan's 6 principles + Mechanical/Taste/User-Challenge
classification (auto-decides; pauses only at the gates)
Roles are generic Agent subagents (no parallel-team framework — see.harness/decisions.md D1).
This repo also houses a second, separate harness: Mission Control
— an optional add-on that tracks your Claude agent sessions, binds each to an Obsidian
task, and gives you a morning standup plus a single status view. It is macOS-specific
(launchd + SwiftBar) and assumes an Obsidian PARA vault
(configurable via MC_VAULT). Fully independent of /drive — skip it if you don't use Obsidian.
See mission-control/README.md.
Workflow
/drive <task> -> runs the whole pipeline below, autonomously
PLAN (gstack brain)
0. Premises (human)
1. /drive-plan: author a HIGH-LEVEL design — goal, approach, ordered ## Phases
(no slices/interfaces) -> autoplan -> dual-voice review converges -> [Gate A]
EXECUTE (harness-owned) - for each PHASE in order:
2. /drive-design phase: detailed design for THIS phase (interfaces, edge cases,
slices) against the real prior-phase code;
dual-voice review converges (cap 8); no gate
3. /drive-implement per slice (independent slices run in PARALLEL; each first
checks its assumptions vs reality -> REDESIGN
re-runs step 2 on a big divergence)
4. /drive-review per slice + phase-integration (Claude subagent + codex; cap 8)
5. /drive-harden phase (after review converges: add missing tests,
fix logic bugs; de-slop deferred to finalize;
own cap 3)
(after ALL phases hardened, before verify)
6. /drive-finalize ONCE (aggregate whole-run pass over baseRef..featureBranch:
LEADS with de-slop + logic-bug/missing-test sweep;
appends architectural findings to
$RUN_DIR/finalize-todo.md (ship promotes it to the
project's TODO.md); emits the ship gate's terminal SHA-bound
review artifact; own cap 3)
7. verify (optional) (qa-only / browse)
8. /drive-ship ONCE -> [Gate B] -> push
Two human gates (A: direction, B: diff before push); every review is dual-voice
(Claude + codex), converging when neither flags a P1. Every pause — and every
fresh-session handoff/resume — prints a run-graph chart plus a short
context-of-execution summary (problem · where we are · done · next). Design is refined in three
tiers — high-level whole-run plan (Gate A), a detailed per-phase design against the
real prior-phase code, then a per-slice assumption check. Full annotated diagram +
decision policy: docs/flow.md and CLAUDE.md.
Review enforcement (a run cannot skip review by omission)
A /drive run cannot skip plan/design review or code review by omission: a
git-truth conformance checker plus a PreToolUse gate chain (plan → phasedesign → slice → phase → ship) blocks each transition until its scope has a CONVERGED review — including
each phase's detailed-design review before that phase's slices can be built — with a
Stop hook (bin/drive-stop-guard.sh) as backstop. It is omission-proof, not
forgery-proof. Install once per machine:
bin/install-drive-hooks.sh
Full reference (mechanism, gate chain, limitations): docs/drive-enforcement.md.
/driveinstalls two distinct Stop hooks that coexist: this review-omission
backstop (drive-stop-guard.sh, installed bybin/install-drive-hooks.sh) blocks a
stop when merged work lacks a review; the autonomous-continuation hook
(drive-stop-hook.py, installed bybin/install-operating-rules.sh) blocks a stop while
a run still has autonomous work, so the pipeline keeps driving across turns. Both fail
open and are no-ops outside an active/driverun.
Requirements
This repo has two independent parts with different requirements. The core/drive pipeline is the main product; Mission Control is an optional add-on.
Platform support at a glance
| Platform | Core /drive pipeline |
Mission Control |
|---|---|---|
| macOS | ✅ Fully supported | ✅ Fully supported |
| Linux | ✅ Fully supported | ⚠️ CLI only (mc harvest/today/tasks work; no menu bar or scheduled job) |
| Windows | ⚠️ Via WSL only | ❌ Not supported |
The scripts are bash + python3; there is no native Windows support — use WSL.
Core /drive pipeline
| Dependency | Required? | Purpose | Install |
|---|---|---|---|
| Claude Code | Required | Runs the slash commands | Per Anthropic docs |
git + bash (3.2+) |
Required | Clone + the installer script | Preinstalled on macOS/Linux |
| gstack | Required to run /drive |
Provides the planning/review brain: autoplan, plan-*-review, qa-only, browse |
Step 3 below |
| codex CLI | Optional | Cross-model second opinion in the review stage. Degrades gracefully if absent — the pipeline still completes | Per OpenAI docs |
No third-party libraries are bundled or required for the core pipeline beyond the above.
Mission Control (optional — skip entirely if you don't use Obsidian)
| Dependency | Required? | Purpose |
|---|---|---|
| macOS | Required | Uses launchd (scheduled job), SwiftBar (menu bar), osascript (iTerm tab names) |
python3 (3.8+) |
Required | All mc commands. Standard library only — no pip install needed |
| An Obsidian PARA vault | Required | Source of tasks; point at it with MC_VAULT (see mission-control/README.md) |
| SwiftBar | Optional | The always-visible menu-bar surface |
See mission-control/README.md for its full setup.
Installation
Core pipeline (everyone)
1. Clone the repo (anywhere; the path is remembered by the installer):
git clone https://github.com/jiazou/autodrive ~/workspace/autodrive
2. Register the rules + commands machine-wide — one command, path auto-detected:
~/workspace/autodrive/bin/install-operating-rules.sh
This is idempotent — safe to re-run. Note that it configures Claude Code machine-wide,
for every session in every directory (full details in SECURITY.md). It:
- backs up any existing
~/CLAUDE.md, then writes a new one that@imports this repo'sOPERATING.md; - symlinks bundled skills (e.g.
/decant) into~/.claude/skills/soOPERATING.md's references resolve; - symlinks the pipeline commands (
/drive,/drive-plan,/drive-design,/drive-implement,/drive-review,/drive-harden,/drive-finalize,/drive-ship) into~/.claude/commands/so they work from any directory; - registers the
/driveautonomous-continuation Stop hook (bin/drive-stop-hook.py) in~/.claude/settings.json— it keeps a run driving across turns and is a no-op outside an active/driverun owned by the firing session. Disable it per-run withautoContinue: falsein that run'sstate.json, or remove it globally by deleting thedrive-stop-hook.pyentry from~/.claude/settings.jsonunderhooks.Stop.
This is a separate Stop hook from the review-enforcement backstop (
bin/drive-stop-guard.sh) installed bybin/install-drive-hooks.sh; the two coexist. See Review enforcement.
⚠️ It uses symlinks back into the clone, so don't move or delete the clone after installing. If you move it, just re-run the script. (Manual alternative: add
@<clone-path>/OPERATING.mdto~/CLAUDE.mdyourself.)
3. Install gstack (required to run /drive):
git clone --single-branch --depth 1 \
https://github.com/garrytan/gstack.git ~/.claude/skills/gstack \
&& cd ~/.claude/skills/gstack && ./setup
Optionally install the codex CLI for the
cross-model review pass — the pipeline runs fine without it.
4. Verify the commands registered:
ls ~/.claude/commands/drive.md && echo "OK: /drive is installed"
5. Use it — start Claude Code in any repo you want to drive and run the pipeline:
cd ~/some/project
claude
# then, inside the session:
/drive <your task>
/drive is opt-in per task: it only acts when you invoke it, and it stops
unless run from a clean git repo. See CLAUDE.md for the full decision policy.
Mission Control (optional, macOS + Obsidian)
Only if you want the session-tracking / daily-standup layer:
export MC_VAULT="$HOME/Documents/YourVault" # add to your shell profile
~/workspace/autodrive/mission-control/install.sh
mc today # verify
Full details, the expected vault layout, and MC_VAULT_NAME are inmission-control/README.md.
Files
OPERATING.md-- canonical, portable operating rules (imported by CLAUDE.md + global)bin/install-operating-rules.sh-- link global ~/CLAUDE.md at OPERATING.md + bundled skills + /drive commands; register the autonomous-continuation Stop hookbin/install-drive-hooks.sh-- wire the /drive review-enforcement hooks into ~/.claude/settings.jsonbin/{drive-conformance,drive-hook-lib,drive-merge-gate,drive-stop-guard}.sh-- review-enforcement checker, ref→run lib, PreToolUse gate, Stop backstopbin/drive-stop-hook.py-- /drive autonomous-continuation Stop hook (keeps a run driving across turns; registered by install-operating-rules.sh)docs/drive-enforcement.md-- review-enforcement reference (git-truth mechanism, gate chain, limitations)skills/decant/-- bundled/decantskill (symlinked into ~/.claude/skills by the installer)CLAUDE.md-- imports OPERATING.md, plus the coordinator pipeline + decision policy.claude/commands/drive.md-- the autonomous lifecycle orchestrator.claude/commands/{drive-plan,drive-design,drive-implement,drive-review,drive-harden,drive-finalize,drive-ship}.md-- single-sourced stage runnersdocs/flow.md-- annotated execution-flow diagram (design tiers, phases, slices, every command).harness/decisions.md-- append-only autonomous-decision ledger.harness/followups.md-- append-only out-of-scope discoveriesmission-control/-- separate, optional personal operating harness (session tracking +
daily standup); macOS + Obsidian-specific, seemission-control/README.mdLICENSE-- MIT
Run artifacts (not committed)
Per-run state — design, state.json, review files, worktrees — lives in an
external run dir ~/.claude/harness-runs/<run-id>/. The committed .harness/
holds only the cross-task ledgers (decisions.md, followups.md).
Testing
The repo has two test suites, split by language: the /drive coordinator gates are
shell, while Mission Control and the hooks are Python, so each is tested by its native
runner.
| Suite | Dir | Language / runner | Covers |
|---|---|---|---|
| Bash | test/ (singular) |
bash per *.test.sh |
The /drive coordinator gates (drive-conformance.sh, drive-merge-gate.sh, drive-hook-lib.sh, drive-stop-guard.sh, the hooks installer install-drive-hooks.sh, and the e2e enforcement test) |
| Pytest | tests/ (plural) |
python3 -m pytest (testpaths = ["tests"] in pyproject.toml) |
Mission Control, Python hooks, installers, and contract tests |
Run the pytest suite:
python3 -m pytest -q
Run the bash suite — loop over each file so one script's failure stops the run
(do not bash test/*.test.sh, which runs the first file with the rest as argv):
for f in test/*.test.sh; do bash "$f" || exit 1; done
CI (.github/workflows/test.yml) now runs both suites as separate jobs
(pytest and bash-suite) for independent red/green signal.
License
MIT — see LICENSE. Builds on third-party tools installed separately:
gstack (MIT) and the
codex CLI.
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