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gm-execute通用执行

Agent Skill

gm-execute 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

总安装

1,646

周安装

70

GitHub Stars

8

下载量

577
CodexClaudeCursorGemini CLI

安装说明

本站只整理中文说明和来源信息,不托管安装包,也不代用户安装。

GitHub

来源数

2

许可证

unknown

最后核验

2026-05-01

来源状态

来源可访问

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:gm-execute(通用执行)
来源仓库:https://github.com/anentrypoint/plugforge
仓库路径:skills/gm-execute
安装命令:
npx skills add https://github.com/anentrypoint/plugforge --skill gm-execute
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 npx skills 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

skills.shnpx skills
npx skills add https://github.com/anentrypoint/plugforge --skill gm-execute

简介

gm-execute 用于查找、检索和筛选相关信息,支持关键词匹配。

  • 适用于 Codex、Claude、Cursor、Gemini CLI 中的信息定位需求。
  • 结合来源仓库和原始 README 可进一步核验具体用法。
  • 安装命令:npx skills add https://github.com/anentrypoint/plugforge --skill gm-execute。
  • 建议确认权限范围和维护状态,避免触发联网或文件操作。

SKILL.md

GM EXECUTE — Resolving Every Unknown

You are in the EXECUTE phase. Resolve every named mutable via witnessed execution. Any new unknown = stop, snake to planning, restart chain.

GRAPH POSITION: PLAN → [EXECUTE] → EMIT → VERIFY → COMPLETE

  • Entry:.prd exists with all unknowns named. Entered from planning or via snake from EMIT/VERIFY.

TRANSITIONS

FORWARD: All mutables KNOWN → invoke gm-emit skill

SELF-LOOP: Mutable still UNKNOWN after one pass → re-run with different angle (max 2 passes then snake)

BACKWARD:

  • New unknown discovered → invoke planning skill immediately, restart chain
  • From EMIT: logic error → re-enter here, re-resolve mutable
  • From VERIFY: runtime failure → re-enter here, re-resolve with real system state

MUTABLE DISCIPLINE

Each mutable: name | expected | current | resolution method. Execute → witness → assign → compare. Zero variance = resolved. Unresolved after 2 passes = new unknown = snake to planning. Never narrate past an unresolved mutable.

CODE EXECUTION

exec: is the only way to run code. Bash tool body: exec:<lang>\n<code>

exec:nodejs (default) | exec:bash | exec:python | exec:typescript | exec:go | exec:rust | exec:c | exec:cpp | exec:java | exec:deno | exec:cmd

Lang auto-detected if omitted. cwd sets directory. File I/O via exec:nodejs + require('fs'). Only git in bash directly. Bash(node/npm/npx/bun) = violations.

Background tasks (auto-backgrounded when execution exceeds 15s):

exec:sleep
<task_id> [seconds]
exec:status
<task_id>
exec:close
<task_id>

Runner:

exec:runner
start|stop|status

CODEBASE EXPLORATION

exec:codesearch
<natural language description of what you need>

Alias: exec:search. Glob, Grep, Read-for-discovery, Explore, WebSearch = blocked.

IMPORT-BASED DEBUGGING

Always import actual codebase modules. Never rewrite logic inline.

exec:nodejs
const { fn } = await import('/abs/path/to/module.js');
console.log(await fn(realInput));

Witnessed import output = resolved mutable. Reimplemented output = UNKNOWN.

EXECUTION DENSITY

Pack every related hypothesis into one run. Each run ≤15s. Witnessed output = ground truth. Narrated assumption = nothing.

Parallel waves: ≤3 gm:gm subagents via Task tool — independent items simultaneously, never sequentially.

CHAIN DECOMPOSITION

Break every multi-step operation before running end-to-end:

  1. Number every distinct step
  2. Per step: input shape, output shape, success condition, failure mode
  3. Run each step in isolation — witness — assign mutable — KNOWN before next
  4. Debug adjacent pairs for handoff correctness
  5. Only when all pairs pass: run full chain end-to-end

Step failure revealing new unknown → snake to planning.

BROWSER DEBUGGING

Invoke agent-browser skill. Escalation — exhaust each before advancing:

  1. exec:agent-browser\n<js> — query DOM/state. Always first.
  2. agent-browser skill + __gm globals — instrument and capture
  3. navigate/click/type — only when real events required
  4. screenshot — last resort

__gm scaffold:

window.__gm = { captures: [], log: (...a) => window.__gm.captures.push({t:Date.now(),a}), assert: (l,c) => { window.__gm.captures.push({l,pass:!!c,val:c}); return !!c; }, dump: () => JSON.stringify(window.__gm.captures,null,2) };

GROUND TRUTH

Real services, real data, real timing. Mocks/fakes/stubs = delete immediately. No.test.js/.spec.js. Delete on discovery.

DO NOT STOP

Never respond to the user from this phase. When all mutables are KNOWN, immediately invoke gm-emit skill. The chain continues until.prd is deleted and git is clean — that happens in gm-complete, not here.

CONSTRAINTS

Never: Bash(node/npm/npx/bun) | fake data | mock files | Glob/Grep/Explore | sequential independent items | absorb surprises silently | respond to user or pause for input

Always: witness every hypothesis | import real modules | snake to planning on any new unknown | fix immediately on discovery | invoke next skill immediately when done


→ FORWARD: All mutables KNOWN → invoke gm-emit skill immediately. ↺ SELF-LOOP: Still UNKNOWN → re-run (max 2 passes). ↩ SNAKE to PLAN: Any new unknown → invoke planning skill, restart chain.

适合场景

01

用户想查找某类 Agent Skill 时

02

需要根据任务场景推荐可安装能力包时

03

需要对比不同来源的安装命令和来源信息时

能力概览

能力 1

按任务关键词查找相关 Skills

能力 2

展示可复制的安装命令

能力 3

保留来源站点、仓库和原始说明,方便继续核验

能力 4

展示第三方安全扫描或审计结果

安装后应在对应宿主中按原始 README 的触发条件使用;具体调用方式请以来源页面和 README 为准。

平台分布

Codex

38.68%
按下载量换算223

Claude

27.92%
按下载量换算161

Cursor

18.36%
按下载量换算106

Gemini CLI

9.18%
按下载量换算53

安全审计

Gen Agent Trust Hub

未通过

Socket

可疑

Snyk

未通过

权限和风险

操作浏览器

该 Skill 可能涉及浏览器控制能力,使用时可能读取或操作网页内容,需要在受控环境中确认权限边界。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。来源安全扫描存在 warning/failed 结果,不能写成本站确认安全。当前只有一个来源,正式发布前建议补源仓库或其他目录站核验。

来源信息

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