AGENT SKILL

gateguard

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.

License 许可
MIT
最近更新
2026-11-02
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01 前言 Front Matter

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.

03 SKILL.md 正文

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)

Write Gate (first new file creation)

Destructive Bash Gate (every destructive command)

Routine Bash Gate (once per session)

Quick Start

Option A: Use the ECC hook (zero install)

Option B: Full package with config

Anti-Patterns

Best Practices

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