Skills Plugins MCP Prompt Model 博客 我的中心
内容创作 #data #agent

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.

DeepseekModel 官方收录技能 质量 优秀 · 90 v1.0.0

获取

https://deepseekmodel.com/api/download.php?id=affaan-m-ecc-skills-gateguard-skill-md&format=skill
下载 .skill 标准格式,含 system_prompt 与 model_config,导入任意 Agent 框架即可使用
.skill 文件中 system_prompt 字段的实际内容。
name gateguard 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. metadata {"origin":"community"} 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 (search the tree — Glob/Grep, or find/grep via Bash) 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 (search the tree — Glob/Grep, or find/grep via Bash) 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) 1. The current user request in one sentence 2. What this specific command verifies or produces 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. If GateGuard blocks setup or repair work, start the session with ECC_GATEGUARD=off . For hook-level control, keep using ECC_DISABLED_HOOKS with the GateGuard hook ID. In long sessions, only the first GATEGUARD_FACT_FORCE_FULL_DENIALS fact-force denials (default 3) emit the full four-fact block; later denials are condensed to a single line carrying the denial ordinal, so near-identical blocks cannot accumulate in the context window and amplify model repetition loops (#2142). Retrying the same file or command after presenting facts never re-triggers the gate. Graduated controls ECC_GATEGUARD=off (or GATEGUARD_DISABLED=1 ) turns the gate off entirely. The variables in this table do not — each narrows one behaviour while the load-bearing destructive-Bash checks keep running: Variable Default Effect GATEGUARD_BASH_ROUTINE_DISABLED unset (gate on) Disables the routine-Bash gate only. The destructive-Bash gate ( rm -rf , git reset --hard , drop table , dd if= , …) is unaffected. GATEGUARD_EXEMPT_GLOBS unset (no exemptions) Comma-separated globs; a matching Edit/Write/MultiEdit target skips first-touch fact-forcing. Intended for low-import-value trees (tests, generated artifacts, scratch dirs) where "who imports this / what schema" carries no signal. GATEGUARD_FACT_FORCE_FULL_DENIALS 3 How many denials emit the full four-fact block before later ones condense to a single line. 0 condenses from the very first denial. GATEGUARD_BASH_EXTRA_DESTRUCTIVE unset Extra destructive-command patterns, as regex source, added to the built-in set. A malformed regex is treated as unset (built-ins still apply) and logged once to stderr. GATEGUARD_STATE_DIR ~/.gateguard Where per-session gate state is kept. If state cannot be persisted the gate allows the operation rather than looping, and names this variable in the warning. GATEGUARD_BASH_ROUTINE_DISABLED accepts 1 , true , on , enabled , enable , or yes (case- and whitespace-insensitive); any other value leaves the gate on. Turning the gate off completely Variable Effect ECC_GATEGUARD=off Disables GateGuard for the session. Accepts 0 , false , off , disabled , or disable . GATEGUARD_DISABLED=1 Same effect. Recognises 1 only — the spellings above do not apply here. For hook-level control, keep using ECC_DISABLED_HOOKS with the GateGuard hook ID. Glob semantics for GATEGUARD_EXEMPT_GLOBS Patterns match the entire project-relative target path. The project root is CLAUDE_PROJECT_DIR , falling back to the hook payload's cwd , then the hook process working directory. Relative globs never exempt targets outside that root. Explicit absolute globs match the entire absolute target path and may deliberately exempt paths outside the project. Both patterns and paths use / separators and lowercase matching. * matches within a segment, ** across segments, and ? one non-separator character. **/ includes zero directories, so **/tests/** also matches tests/foo.js . Malformed patterns are dropped without granting an exemption. Since 2.2.1, services/** only covers the project's root services tree, and *.md only covers its root Markdown files. Use **/*.md for all Markdown files within the project. Existing unanchored exemptions may need adjustment: { "env" : { "GATEGUARD_BASH_ROUTINE_DISABLED" : "1" , "GATEGUARD_EXEMPT_GLOBS" : "**/tests/**,tests/**,**/*.test.*,**/docs/**,**/dist/**" } } 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)
Agent 识别该技能的关键词,点击任意一个即可复制。

该技能未提供触发词。

下载的 .skill 包内含以下字段。
字段 说明
format格式标识(skill/v1)
skill_id技能唯一 ID
name技能名称
version版本号
description技能描述
category所属分类(数组)
trigger_words触发词列表
tags标签列表
source来源标识
source_url来源链接(本页地址)
exported_at导出时间(每次下载生成)
system_prompt系统提示词正文
model_config模型参数:provider / model / temperature / max_tokens / top_p
examples示例
install_guide各平台导入说明(Coze / Dify / Claude / 自定义框架)
同一份技能可按不同平台格式导出。
.skill 标准格式,含 system_prompt 与 model_config,导入任意 Agent 框架即可使用 下载
.skillpro 增强格式,额外含脚本 / 工具 / 依赖 / 钩子占位 下载
.json 纯 JSON 导出,只含 system_prompt 与模型参数 下载
Coze 带 frontmatter 的 Markdown,Coze 平台导入用 下载
Dify Dify DSL,创建应用后直接导入 下载

每日精选 Skill 推荐,免费送到你邮箱

输入邮箱,每天接收一个精选 AI Agent 技能推荐。完全免费,持续更新。

提交后我们会发送一封确认邮件,点击邮件里的链接才会开始收信。

完全免费,取消任意时间。我们不会发送垃圾邮件。