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Agent Skill · 研究检索

crucible-forge(坩埚锻造)

crucible-forge 用于查找、检索和筛选相关信息,适合在 OpenClaw 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。

crucible-forge 是研究检索类 Agent Skill,可用宿主为 OpenClaw,通过ClawHub获取,权限为执行命令;许可证为 MIT-0,第三方扫描有提醒项,按安装量在研究检索类的 73,675 个 Skill 里排第 11,401。

总安装 11,320周安装 467GitHub Stars 公开资料未说明下载 3,699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
MIT-0
版本
1.0.3

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:crucible-forge(坩埚锻造)
来源仓库:https://github.com/theshadowrose/crucible-forge
安装命令:
openclaw skills install crucible-forge
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 OpenClaw 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。

ClawHubOpenClaw
openclaw skills install crucible-forge

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。

系统性重组工作空间结构,确保零数据丢失的安全迁移。适合大规模文件整理、项目重构或环境重置场景。crucible-forge 属于研究检索类 Skill,可作为该场景下的辅助能力补充。扫描后生成重组计划并执行验证,保障操作可逆与安全。

安装命令:openclaw skills install crucible-forge 需确认操作边界与备份机制以防意外覆盖重要数据。

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 OpenClaw;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 openclaw skills install crucible-forge;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

    它需要执行命令,先在测试目录或测试账号里跑,确认没问题再放到正式项目。

常见问题

6 条

crucible-forge 怎么安装?

在终端执行 openclaw skills install crucible-forge。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

crucible-forge 支持哪些 AI 工具?

公开资料标注支持 OpenClaw。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。

crucible-forge 需要什么权限?

权限级别是执行命令。安装流程涉及命令执行,可能通过 openclaw skills install crucible-forge 联网下载 Skill 或依赖。用户安装前应确认命令来源、仓库内容和执行环境。

crucible-forge 是免费的吗?

来源标注的许可证是 MIT-0。本站不代收任何费用,也不托管安装包;能否商用、要不要署名,以许可证原文为准。

crucible-forge 用的人多吗?

公开数据是累计安装 11,320 次,近一周安装 467 次,下载 3,699 次。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。

crucible-forge 安全吗?

第三方扫描有提醒项,说明存在需要人工确认的行为。安装前请打开源码看清它读了什么、联网到哪里。

值得选的地方和要先想清楚的地方

值得选的地方

  • 专注 OpenClaw 一种宿主,触发方式和使用习惯不用来回切换。
  • 许可证明确为 MIT-0,商用和分发边界好判断。

先想清楚的地方

  • 需要执行命令,装到常用环境前要先评估影响面。
  • 第三方扫描存在提醒项或未通过项,需要人工逐条确认。
  • 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 OpenClaw,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。

不太适合

  • 不能接受 Skill 在你机器上执行命令的人。
  • 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
crucible-forge

坩埚锻造 · 本页

11,320—执行命令MIT-0有提醒

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

name
Forge AI Workspace Architect
description
Systematic workspace reorganization for AI agent users. Scans workspace, builds safety-first reorganization plan, executes with zero data loss, and verifies everything works afterward.
author
@TheShadowRose
version
1.0.2
tags
["workspace", "reorganization", "architecture", "cleanup", "organization", "safety"]
license
MIT

Forge AI Workspace Architect

Systematic workspace reorganization for AI agent users. Scans workspace, builds safety-first reorganization plan, executes with zero data loss, and verifies everything works afterward.


Systematic workspace reorganization for AI agent users.

Forge scans your AI agent's workspace, builds a safety-first reorganization plan, executes it with zero data loss, and verifies everything works afterward. Built from a battle-tested methodology used on production AI workspaces.


The Problem

AI agent workspaces accumulate chaos fast. Files pile up at root. Memory files reference moved documents. Cron jobs point to old paths. Config files drift. One bad reorganization can brick your agent's memory, break running processes, or corrupt critical state files.

Manual cleanup is dangerous. Automated cleanup without safeguards is worse.

What Forge Does

1. Scan (forge_scan.py)

  • Maps your entire workspace: files, directories, sizes, types
  • Discovers all cross-references (file A mentions file B)
  • Finds broken references (file A mentions file B, but B doesn't exist)
  • Identifies running processes and their file dependencies
  • Detects hardcoded paths in scripts and configs
  • Catalogs cron jobs, scheduled tasks, and their path dependencies
  • Outputs a complete workspace report

2. Plan (forge_plan.py)

  • Generates a reorganization plan based on your configured directory template
  • Creates hardline safety rules before touching anything
  • Produces an ordered execution sequence with dependency tracking
  • Identifies protected files that must never be modified
  • Plans reference patches (what needs updating after moves)
  • Generates rollback procedures for every step
  • Outputs a human-reviewable plan — nothing executes automatically

3. Audit (forge_audit.py)

  • Pre-move audit: Verifies backup exists, creates file manifest, checks all protected files
  • Post-move audit: Compares file counts, verifies no files lost, checks all references resolve, validates protected files unchanged
  • Content audit: Scans for misplaced content, secrets in wrong locations, orphaned files
  • Reference audit: Verifies every cross-reference in every file still resolves

Quick Start

# 1. Configure your workspace
cp config_example.py forge_config.py
# Edit forge_config.py with your workspace path, protected files, directory template

# 2. Scan your workspace
python3 forge_scan.py --config forge_config.py

# 3. Generate a reorganization plan
python3 forge_plan.py --config forge_config.py --scan-report scan_report.json

# 4. Review the plan (ALWAYS review before executing)
cat reorg_plan.json

# 5. Run pre-move audit
python3 forge_audit.py --config forge_config.py --phase pre

# 6. Execute the plan (you do this manually or with your own script)
# Forge generates the plan. YOU execute it. This is deliberate.

# 7. Run post-move audit
python3 forge_audit.py --config forge_config.py --phase post --manifest pre_manifest.txt

Design Philosophy

Safety First, Always

  • Never deletes files. Moves only. If something looks like garbage, it goes to archive.
  • Never modifies protected files. You define what's protected; Forge won't touch them.
  • Backup before changes. Forge refuses to generate a plan without a verified backup.
  • Human reviews the plan. Forge doesn't auto-execute. You read the plan, you decide.
  • Rollback for every step. Every move in the plan includes how to undo it.

Zero-Deletion Policy

No file is ever deleted during reorganization. Files are moved, never removed. Even files that appear to be duplicates are preserved until you explicitly confirm deletion.

Atomic Reference Updates

When a file moves, every reference to that file must update in the same logical step. Forge tracks these as paired operations: move file + update references = one unit. If the reference update fails, the move should be rolled back.

Framework, Not Opinions

Forge doesn't dictate your directory structure. You configure the template. Forge handles the mechanics of getting there safely.


Use Cases

  • New AI agent setup: Start with a clean, structured workspace from day one
  • Workspace recovery: Untangle months of accumulated file chaos
  • Platform migration: Moving from one AI agent platform to another
  • Team onboarding: Standardize workspace structure across multiple agents
  • Pre-deployment cleanup: Verify workspace integrity before going live
  • Post-incident audit: Check what broke and what's still intact after a failure

What's Included

FilePurpose
forge_scan.pyWorkspace scanner and reference mapper
forge_plan.pyReorganization planner with safety rules
forge_audit.pyPre/post audit verification
config_example.pyConfiguration template
LIMITATIONS.mdWhat Forge doesn't do
LICENSEMIT License

Requirements

  • Python 3.8+
  • No external dependencies (stdlib only)
  • Works on any OS (Linux, macOS, Windows)
  • Platform-agnostic (OpenClaw, AutoGPT, CrewAI, or any file-based workspace)

Configuration

See config_example.py for the full configuration reference. Key settings:

  • WORKSPACE_ROOT — Path to your workspace
  • PROTECTED_FILES — Files that must never be modified or moved
  • PROTECTED_DIRS — Directories that must never be touched
  • DIRECTORY_TEMPLATE — Your desired directory structure
  • BACKUP_DIR — Where backups are stored
  • ARCHIVE_DIR — Where "deleted" files actually go
  • README_TEMPLATE — Content template for per-directory _README.md files

quality-verified

License

MIT — See LICENSE file.


⚠️ Security Note — Config File Execution

This skill loads configuration from a user-provided Python file using importlib.exec_module. This executes the config file as Python code.

  • Only run config files you have written or fully reviewed
  • A malicious or unreviewed config file can execute arbitrary code on your system
  • Config path is validated for existence, .py extension, and size (1MB cap) before execution
  • Do not run configs provided by untrusted sources without inspection

PROCESS_CHECK_COMMANDS in your config file runs subprocess calls. Only include trusted, pre-validated commands.


⚠️ Disclaimer

This software is provided "AS IS", without warranty of any kind, express or implied.

USE AT YOUR OWN RISK.

  • The author(s) are NOT liable for any damages, losses, or consequences arising from

the use or misuse of this software — including but not limited to financial loss, data loss, security breaches, business interruption, or any indirect/consequential damages.

  • This software does NOT constitute financial, legal, trading, or professional advice.
  • Users are solely responsible for evaluating whether this software is suitable for

their use case, environment, and risk tolerance.

  • No guarantee is made regarding accuracy, reliability, completeness, or fitness

for any particular purpose.

  • The author(s) are not responsible for how third parties use, modify, or distribute

this software after purchase.

By downloading, installing, or using this software, you acknowledge that you have read this disclaimer and agree to use the software entirely at your own risk.

DATA DISCLAIMER: This software processes and stores data locally on your system. The author(s) are not responsible for data loss, corruption, or unauthorized access resulting from software bugs, system failures, or user error. Always maintain independent backups of important data. This software does not transmit data externally unless explicitly configured by the user.


Support & Links

🐛 Bug ReportsTheShadowyRose@proton.me
☕ Ko-fiko-fi.com/theshadowrose
🛒 Gumroadshadowyrose.gumroad.com
🐦 Twitter@TheShadowyRose
🐙 GitHubgithub.com/TheShadowRose
🧠 PromptBasepromptbase.com/profile/shadowrose

*Built with OpenClaw — thank you for making this possible.*


🛠️ Need something custom? Custom OpenClaw agents & skills starting at $500. If you can describe it, I can build it. → Hire me on Fiverr

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权限和风险

执行命令

安装流程涉及命令执行,可能通过 openclaw skills install crucible-forge 联网下载 Skill 或依赖。用户安装前应确认命令来源、仓库内容和执行环境。

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。来源安全扫描存在提醒或未通过项,安装前请自行复核。目前只有一个公开来源,建议同时核对源仓库。

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