Token导航 LogoToken导航

Agent Skill · 研究检索

forge-auto(锻造汽车)

forge-auto 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。

forge-auto 是研究检索类 Agent Skill,可用宿主为 Codex、Claude、Cursor、Gemini CLI,通过GitHub 仓库获取,权限为只读;许可证信息还不明确,第三方扫描已通过,按安装量在研究检索类的 73,675 个 Skill 里排第 61,288。

总安装 353周安装 15GitHub Stars 1下载 124核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
unknown

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:forge-auto(锻造汽车)
来源仓库:https://github.com/fwehrling/forge
仓库路径:skills/forge-auto
安装命令:
npx skills add https://github.com/fwehrling/forge --skill forge-auto
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/fwehrling/forge --skill forge-auto

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中快速定位候选结果。适用于关键词搜索、任务场景匹配或来源线索追踪等研究检索场景。通过 npx skills add 命令从指定 GitHub 仓库安装并使用。安装前需确认权限范围、维护状态,注意是否触发联网或文件操作。

建议结合原始 README 和仓库内容进一步验证具体功能和使用方式。

来源仓库内路径:skills/forge-auto

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 Codex、Claude、Cursor、Gemini CLI;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 npx skills add https://github.com/fwehrling/forge --skill forge-auto;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它标注为只读,先用只读任务试一次,确认行为符合预期再扩大使用范围。

常见问题

6 条

forge-auto 怎么安装?

在终端执行 npx skills add https://github.com/fwehrling/forge --skill forge-auto。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

forge-auto 支持哪些 AI 工具?

公开资料标注支持 Codex、Claude、Cursor、Gemini CLI。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

forge-auto 需要什么权限?

权限级别是只读。该 Skill 主要提供规则、说明或参考内容,本身偏只读;真正读写文件、联网或执行命令仍取决于宿主 Agent 的任务。

forge-auto 是免费的吗?

公开资料没有标注明确许可证,收费和商用限制都无法确认。正式使用前请到来源仓库核对授权说明。

forge-auto 用的人多吗?

公开数据是累计安装 353 次,近一周安装 15 次,下载 124 次,GitHub 1 星。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

forge-auto 安全吗?

第三方扫描结果为通过,但这只覆盖已知的静态检查项,不能替代自己读一遍源码和安装命令。

值得选的地方和要先想清楚的地方

值得选的地方

  • 同时适配 4 种工具,换客户端不用重新找替代品。
  • 第三方扫描已通过,常见的高风险行为没有命中。
  • 标注为只读权限,试用阶段不容易误改本地文件。

先想清楚的地方

  • 许可证没有明确标注,能不能商用、能不能再分发都不确定。
  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 Codex,想直接扩展它能力的人。
  • 需要处理研究检索类任务、又不想每次都手写提示词的人。
  • 只想先试试效果、不希望它改动本地文件的人。

不太适合

  • 需要明确授权才能用到公司项目里的场景。
  • 需要厂商级技术支持和 SLA 的生产系统。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
forge-auto

锻造汽车 · 本页

3531只读未明确通过

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

/forge-auto — FORGE Autopilot Mode

FORGE takes full control of the development pipeline. It analyzes, decides, executes, verifies, and iterates automatically until the objective is complete.

Principle

The user provides an objective → FORGE handles EVERYTHING else.
Planning → Architecture → Stories → Code → Tests → Verification → Deployment

Workflow

  1. Load memory:

- Read .forge/memory/MEMORY.md for project context - Read the latest session from .forge/memory/sessions/ for continuity - Read .forge/sprint-status.yaml for the current state - Read .forge/config.yml for configuration - forge-memory search "<current objective>" --limit 3 → Load relevant past decisions and context

  1. Analyze state and determine the phase: Inspect the project artifacts and sprint status, then execute the appropriate phase:

- No artifacts exist → Start with /forge-plan (generates the PRD) - PRD exists, no architecture → Launch /forge-architect - Architecture exists, no UX design → Launch /forge-ux - UX exists, no stories → Launch /forge-stories - Stories exist with "pending" status: - Count unblocked pending stories - 2+ unblocked stories AND Agent Teams available → Delegate to /forge-team build [STORY-IDs] (parallel execution), then continue with QA - Otherwise → Pick the next unblocked story, launch /forge-build STORY-XXX (sequential) - "in_progress" story exists → Resume /forge-build STORY-XXX - Story implemented (Dev tests pass) → Launch /forge-verify STORY-XXX - QA verdict = FAIL → Increment failure counter. Under 3 failures: fix and re-verify. At 3+ failures: escalate to /forge-loop "Fix STORY-XXX: [summary]" --mode hitl which iterates with sandbox guardrails until tests pass - QA verdict = PASS or CONCERNS → Launch /forge-review on the story's source code (adversarial analysis) - Review raises CRITICAL issues → Fix, re-run /forge-verify, re-run /forge-review - Review is clean → Move to the next story - All stories completed → Propose /forge-deploy or new stories

  1. Execute with the appropriate agents:

- Each phase invokes the corresponding agent (PM, Architect, UX, SM, Dev, QA) - The agent loads its persona from ~/.claude/skills/forge/references/agents/ - The agent produces its artifacts in docs/ or src/ - Agent Teams acceleration: when entering the build phase with 2+ unblocked stories, and CLAUDE_CODE_EXPERIMENTAL_AGENT_TEAMS=1 is set, autopilot delegates to /forge-team build for parallel story implementation (up to 4 Dev + 1 QA). If Agent Teams is not available, stories are built sequentially as before.

  1. Automatic quality gates:

- After each story: lint + typecheck + tests > 80% coverage - After each /forge-verify: mandatory QA verdict - After QA PASS/CONCERNS: mandatory /forge-review (adversarial review) - If /forge-review raises critical issues: fix → re-verify → re-review - Loop escalation: if 3 consecutive failures on the same story, autopilot delegates to /forge-loop in HITL mode with the QA failure summary as task. forge-loop iterates with sandbox guardrails (cost cap, circuit breaker, rollback) until tests pass, then returns control to autopilot for re-verification. - Ultimate circuit breaker: if forge-loop also fails (hits its own circuit breaker) → pause + report to user

  1. Save memory:

- forge-memory log for each story completed during this session: forge-memory log "{STORY_ID} terminée: {N} tests, couverture {X}%" --agent dev --story {STORY_ID} - forge-memory log for the session summary: forge-memory log "Session autopilot terminée: {completed}/{total} stories, phase {PHASE}" - Consolidate session logs into MEMORY.md: forge-memory consolidate --verbose - Sync the full memory index: forge-memory sync - Update .forge/sprint-status.yaml

  1. Human checkpoints (configurable):

- Default: checkpoint after each major phase (plan, architecture, stories) - --no-pause mode: no checkpoints (full autopilot) - --pause-stories mode: pause after story decomposition - --pause-each mode: pause after each story

Options

# Full autopilot — FORGE decides everything
/forge-auto

# Autopilot with a specific objective
/forge-auto "Implement the authentication system"

# Autopilot without pauses (warning: fully autonomous)
/forge-auto --no-pause

# Autopilot with pause after stories
/forge-auto --pause-stories

# Autopilot with pause after each story
/forge-auto --pause-each

# Resume autopilot after a pause
/forge-auto --resume

Progress Report

At each step, FORGE displays:

FORGE AUTOPILOT — Progress
──────────────────────────────
Phase     : Development (Story 3/8)
Last      : STORY-002 ✓ (QA: PASS)
Current   : STORY-003 — Implementation
Next      : STORY-004 (pending)

Metrics:
  Stories   : 2 completed / 1 in_progress / 5 pending
  Tests     : 47 pass / 0 fail
  Coverage  : 87%

Memory    : .forge/memory/MEMORY.md (up to date)
Session   : .forge/memory/sessions/YYYY-MM-DD.md

How /forge-auto Uses Other FORGE Tools

SituationAutopilot delegates toCondition
2+ unblocked stories ready/forge-team build (parallel)Agent Teams enabled
1 story ready/forge-build STORY-XXX (sequential)Always
Story implemented (Dev tests pass)/forge-verify STORY-XXX (QA audit)Always
QA verdict PASS/CONCERNS/forge-review src/{MODULE}/ (adversarial review)Always
Review raises critical issuesFix → /forge-verify → /forge-reviewAlways
3 consecutive failures on a story/forge-loop (iterative fix)Always
forge-loop also failsPause + report to userUltimate circuit breaker

Difference with /forge-loop

Aspect/forge-loop/forge-auto
ScopeA specific taskThe entire project
DecisionThe user chooses the taskFORGE decides the next action
AgentsA single one (usually Dev)All agents depending on the phase
MemoryLocal fix_plan.mdPersistent project memory
ProgressionLinear (iterations)Full pipeline (plan → deploy)
Use case"Implement this feature""Build this project from A to Z"
RelationStandalone or called by autoCalls /forge-loop on difficult stories

Coexistence with Manual Mode

Autopilot and manual commands are 100% compatible:

  • You can start with /forge-auto, pause, then continue manually
  • You can work manually then launch /forge-auto --resume to continue
  • Memory is shared: both modes read/write the same files
  • /forge-status works in both modes

Notes

  • Autopilot ALWAYS respects quality gates (no shortcuts)
  • The circuit breaker protects against infinite loops
  • Persistent memory ensures continuity between sessions
  • Compatible with projects initialized via /forge-init
  • Also works for resuming existing projects (analyzes the state)

平台分布

Codex

35.88%
按下载量换算44

Claude

29.62%
按下载量换算37

Cursor

22.17%
按下载量换算27

Gemini CLI

10.14%
按下载量换算13

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

通过

权限和风险

只读

该 Skill 主要提供规则、说明或参考内容,本身偏只读;真正读写文件、联网或执行命令仍取决于宿主 Agent 的任务。

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。目前只有一个公开来源,建议同时核对源仓库。

继续浏览同类 Skills