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Make your AI 10^79× stronger\n\n[Why this works](docs/CUBE_MODEL.md)\n\nProjectGate is an AI workflow gate system that turns unreliable AI output into evidence-backed execution.\n\nIt forces AI-assisted work through facts, SOPs, known bug rules, runtime gates, and reviewable TaskRun evidence.\n\n**Current alpha:** v0.4.6\n\n## Start here\n\nBackground and problem statement: `BACKGROUND.md` / `BACKGROUND_CN.md`.\n\n\nRead `QUICKSTART.md` first.\n\n中文文档：`QUICKSTART_CN.md`。\n\nFor copy-paste commands, see `COMMANDS.md`.\n\n中文命令速查：`COMMANDS_CN.md`。\n\n## What it gives you\n\n- Core governance rules\n- Project Pack compiler\n- Codex adapter\n- Generic documentation template\n- Example docs inbox\n- One installer script\n- Low / medium / high profile syntax: `-p L`, `-p M`, `-p H`\n\n## What it does not promise yet\n\n- It is not a complete hard-gate system for every AI tool.\n- It does not train a model.\n- It does not automatically promote rules without owner review.\n- It does not modify your project unless you explicitly authorize adapter installation steps.\n\n## Quick install\n\nInitialize a workspace only:\n\n```powershell\npython install_projectgate_alpha.py --dry-run --workspace-root \"D:\\ProjectGate\"\npython install_projectgate_alpha.py --install --workspace-root \"D:\\ProjectGate\"\n```\n\nCompile a project pack from docs:\n\n```powershell\npython install_projectgate_alpha.py --install `\n  --workspace-root \"D:\\ProjectGate\" `\n  --project-name \"MyProject\" `\n  --project-root \"D:\\MyProject\" `\n  --docs-dir \"D:\\MyProjectDocs\" `\n  --build-pack\n```\n\nBuild and install a Codex pack:\n\n```powershell\npython install_projectgate_alpha.py --install `\n  --workspace-root \"D:\\ProjectGate\" `\n  --project-name \"MyProject\" `\n  --project-root \"D:\\MyProject\" `\n  --docs-dir \"D:\\MyProjectDocs\" `\n  --build-pack `\n  --build-codex-pack `\n  --install-codex-skill\n```\n\nUse in Codex:\n\n```text\n/goal $projectgate -p L: Review this issue and produce an action queue. Do not modify project files.\n```\n\n## ProjectGate Runtime v0.2\n\nAlpha v0.2.0 adds Runtime Gate support. SOPs and KnownBugRules are no longer passive folders only. Real workflows must create a `TaskRun.json`, load active SOPs / KnownBugRules into the task, pass stage gates, use `REPAIR_AND_RECHECK` on gate failure, and pass a delivery check before final delivery.\n\n## ProjectGate Knowledge Router v0.3\n\nAlpha v0.3.0 adds knowledge routing and learning loops. `L / M / H` now controls SOP / KnownBugRule selection scope, not just cost. Successful reusable TaskRuns can create SOP candidates. Failures can create KnownBugRule candidates. Candidates require owner approval before becoming active.\n\n## ProjectGate Auto Capture v0.4.5\n\nAlpha v0.4.5 adds automatic learning-loop capture. Stage gate / delivery check failures automatically create incidents and KnownBugRule candidates. Successful delivery checks automatically create SOP candidates. The owner only approves or rejects candidates instead of manually writing them. If a similar rule already exists, ProjectGate records whether the active rule was not selected, selected but not enforced, or too coarse.\n\n\n## Operator Workflow v0.4.5\n\n- Added candidate lifecycle tooling for listing, showing, approving, rejecting, and merging SOP / KnownBugRule candidates.\n- Added Project Pack manager for pack info, validation, export, and controlled install.\n- Added `projectgate_cli.py` as a unified command wrapper for start, stage, delivery, observe, continuity, candidates, pack, status, and controlled command execution.\n- Added root `pg.py` and `pg.bat` entrypoints for shorter local commands.\n- Added `pg exec` so ProjectGate-controlled commands can automatically write execution logs and run observation gate.\n\n## v0.4.5 Safety Hardening\n\nProjectGate v0.4.5 clarifies the current enforcement boundary and hardens installer behavior.\n\nProjectGate is an AI workflow evidence layer for ProjectGate-controlled flows. It is not yet an OS-level sandbox or enterprise compliance platform.\n\nSafety changes:\n\n- ProjectGate-managed directory replacements now use `.projectgate-managed.json` markers.\n- Installers refuse to overwrite unmarked non-ProjectGate directories.\n- Existing managed directories are backed up before replacement.\n- Workspace-root and target-depth checks reduce accidental deletion risk.\n- `SECURITY.md` documents the current enforcement boundary and Alpha limitations.\n\n\n## v0.4.5 Packaging and Test Foundation\n\nProjectGate v0.4.5 adds a Python package entry point and automated test foundation.\n\nNew files:\n\n- `pyproject.toml`\n- `projectgate/cli.py`\n- `projectgate/__init__.py`\n- `tests/test_projectgate_package_and_runtime.py`\n\n`pg.py` is now a compatibility shim. The stable entry point is routed through `projectgate.cli:main`.\n\nThe test foundation covers:\n\n- package / pg entry points\n- installer safety refusal\n- managed replacement backup\n- candidate lifecycle\n- runtime start / stage / delivery\n- observation gate\n- pg exec\n\nRun:\n\n```bash\npython -m unittest discover -s tests\n```\n\n\n## v0.4.5 Philosophy Docs\n\nProjectGate v0.4.5 adds philosophy and implementation-map documents.\n\nNew docs:\n\n- `docs/WHY_GATES_MATTER.md`\n- `docs/CUBE_MODEL.md`\n- `docs/IMPLEMENTATION_MAP.md`\n\nThese documents explain why gates matter as search-space reduction, present the Cube Model without tying it to a specific private project, and map the philosophy to current ProjectGate implementation files.\n\n## v0.4.5 Headline\n\nProjectGate v0.4.5 surfaces the Cube Model headline and direct evidence link at the top of the README.\n\n## v0.4.5 Public Surface Sync\n\nProjectGate v0.4.5 aligns the public homepage with the current Cube Model positioning.\n\n- The README now opens directly with `Make your AI 10^79× stronger`.\n- The Cube Model explanation is linked immediately under the headline.\n- The first screen now describes ProjectGate as an AI workflow gate system for evidence-backed execution.\n\n\n## v0.4.6 Documentation Hygiene\n\nProjectGate v0.4.6 removes private local paths from public documentation.\n\n- Quick Start now points first-time users to the public GitHub repository.\n- The Codex adapter README now uses repository-relative paths instead of local machine paths.\n- No runtime behavior changes.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fwukongforpartner%2Fprojectgate","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fwukongforpartner%2Fprojectgate","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fwukongforpartner%2Fprojectgate/lists"}