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README.md

GateGrow

Personal AI agent tools — zero-dependency Python scripts for Claude Code users.

Frameworks

Repo What it is
checkgrow Unified quality framework — methodology, failure patterns, decision flow. The canonical source for the CheckGrow thesis. Start here to understand how all the tools connect.

Tools

Repo What it does
delivery-gate Stop hook: process monitor + quality gate. Blocks session close when learning capture is stale.
self-audit pip install-able CLI. Four-dimension text consistency audit (regex-based, no LLM).
session-cost Session cost tracker. L0→L3 layered thresholds, auto monthly reports.

Methodologies

Repo What it is
dual-pool-review AI code review using real people's documented principles, not abstract roles. Fixed pool (convergence) + random pool (divergence), cross-orchestrated. Principle-first with confidence levels — never fabricate a quote.

License

Each repo is MIT licensed.

Popular repositories Loading

  1. delivery-gate delivery-gate Public

    Stop hook that blocks Claude from finishing until quality checks pass. Detects rationalized incompleteness, stale learning logs, and low disk space. 200-line Python, stdlib only, deterministic.

    Python 1

  2. self-audit self-audit Public

    pip-installable CLI tool for four-dimension AI output quality audit. Implements Constitutional AI principles. Zero dependencies beyond stdlib.

    Python

  3. dual-pool-review dual-pool-review Public

    双池交叉审查方法论 — AI-assisted adversarial review with dual-pool orchestration. Fixed pool (digital-twin matched) + random pool (web-searched), manager-curated per task.

  4. checkgrow checkgrow Public

    Check your AI. Grow yourself. — AI output quality toolkit: adversarial review + delivery gate + format consistency. For Claude Code, Cursor, Hermes, and any AI agent user.

    Python

  5. session-cost session-cost Public

    Claude Code session cost tracker — L0-L3 layered thresholds, auto monthly reports, 90-day archival. Zero dependencies.

    Python

  6. .github .github Public

    GateGrow organization profile and community health files

Repositories

Showing 6 of 6 repositories

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