gateguard

GitHub

GateGuard 是一个前置工具使用钩子,通过强制模型在编辑、写入或执行破坏性命令前收集具体事实(如依赖关系、数据 schema),替代无效的自评估。该机制能显著提升代码质量和设计深度,实测平均提升2.25分。

data/skills-md/affaan-m/everything-claude-code/gateguard/SKILL.md NeverSight/learn-skills.dev

Trigger Scenarios

需要对影响多模块的代码库进行文件编辑时 项目包含具有特定 Schema 或日期格式的数据文件时 要求 AI 生成的代码必须匹配现有模式时 Claude 倾向于猜测而非调查的工作流中

Install

npx skills add NeverSight/learn-skills.dev --skill gateguard -g -y
More Options

Non-standard path

npx skills add https://github.com/NeverSight/learn-skills.dev/tree/main/data/skills-md/affaan-m/everything-claude-code/gateguard -g -y

Use without installing

npx skills use NeverSight/learn-skills.dev@gateguard

指定 Agent (Claude Code)

npx skills add NeverSight/learn-skills.dev --skill gateguard -a claude-code -g -y

安装 repo 全部 skill

npx skills add NeverSight/learn-skills.dev --all -g -y

预览 repo 内 skill

npx skills add NeverSight/learn-skills.dev --list

SKILL.md

Frontmatter
{
    "name": "gateguard",
    "origin": "community",
    "description": "Fact-forcing gate that blocks Edit\/Write\/Bash (including MultiEdit) and demands concrete investigation (importers, data schemas, user instruction) before allowing the action. Measurably improves output quality by +2.25 points vs ungated agents."
}

GateGuard — Fact-Forcing Pre-Action Gate

A PreToolUse hook that forces Claude to investigate before editing. Instead of self-evaluation ("are you sure?"), it demands concrete facts. The act of investigation creates awareness that self-evaluation never did.

When to Activate

  • Working on any codebase where file edits affect multiple modules
  • Projects with data files that have specific schemas or date formats
  • Teams where AI-generated code must match existing patterns
  • Any workflow where Claude tends to guess instead of investigating

Core Concept

LLM self-evaluation doesn't work. Ask "did you violate any policies?" and the answer is always "no." This is verified experimentally.

But asking "list every file that imports this module" forces the LLM to run Grep and Read. The investigation itself creates context that changes the output.

Three-stage gate:

1. DENY  — block the first Edit/Write/Bash attempt
2. FORCE — tell the model exactly which facts to gather
3. ALLOW — permit retry after facts are presented

No competitor does all three. Most stop at deny.

Evidence

Two independent A/B tests, identical agents, same task:

Task Gated Ungated Gap
Analytics module 8.0/10 6.5/10 +1.5
Webhook validator 10.0/10 7.0/10 +3.0
Average 9.0 6.75 +2.25

Both agents produce code that runs and passes tests. The difference is design depth.

Gate Types

Edit / MultiEdit Gate (first edit per file)

MultiEdit is handled identically — each file in the batch is gated individually.

Before editing {file_path}, present these facts:

1. List ALL files that import/require this file (use Grep)
2. List the public functions/classes affected by this change
3. If this file reads/writes data files, show field names, structure,
   and date format (use redacted or synthetic values, not raw production data)
4. Quote the user's current instruction verbatim

Write Gate (first new file creation)

Before creating {file_path}, present these facts:

1. Name the file(s) and line(s) that will call this new file
2. Confirm no existing file serves the same purpose (use Glob)
3. If this file reads/writes data files, show field names, structure,
   and date format (use redacted or synthetic values, not raw production data)
4. Quote the user's current instruction verbatim

Destructive Bash Gate (every destructive command)

Triggers on: rm -rf, git reset --hard, git push --force, drop table, etc.

1. List all files/data this command will modify or delete
2. Write a one-line rollback procedure
3. Quote the user's current instruction verbatim

Routine Bash Gate (once per session)

Quote the user's current instruction verbatim.

Quick Start

Option A: Use the ECC hook (zero install)

The hook at scripts/hooks/gateguard-fact-force.js is included in this plugin. Enable it via hooks.json.

Option B: Full package with config

pip install gateguard-ai
gateguard init

This adds .gateguard.yml for per-project configuration (custom messages, ignore paths, gate toggles).

Anti-Patterns

  • Don't use self-evaluation instead. "Are you sure?" always gets "yes." This is experimentally verified.
  • Don't skip the data schema check. Both A/B test agents assumed ISO-8601 dates when real data used %Y/%m/%d %H:%M. Checking data structure (with redacted values) prevents this entire class of bugs.
  • Don't gate every single Bash command. Routine bash gates once per session. Destructive bash gates every time. This balance avoids slowdown while catching real risks.

Best Practices

  • Let the gate fire naturally. Don't try to pre-answer the gate questions — the investigation itself is what improves quality.
  • Customize gate messages for your domain. If your project has specific conventions, add them to the gate prompts.
  • Use .gateguard.yml to ignore paths like .venv/, node_modules/, .git/.

Related Skills

  • safety-guard — Runtime safety checks (complementary, not overlapping)
  • code-reviewer — Post-edit review (GateGuard is pre-edit investigation)

Version History

  • e0220ca Current 2026-07-05 23:55

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