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Agent Skill · 研究检索

soulforge(soulforge 开发)

soulforge 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。

soulforge 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,第三方扫描已通过,按安装量在研究检索类的 73,675 个 Skill 里排第 4,727。

总安装 30,124周安装 1,294GitHub Stars 1下载 10,559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
2.0.1

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:soulforge(soulforge 开发)
来源仓库:https://github.com/jamesrp13/soulforge
安装命令:
openclaw skills install soulforge
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 soulforge

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。

使用严格的工作树隔离、审查门和范围修复周期,通过 Soulforge(功能开发/错误修复/审查循环)运行高信号自主编码循环。

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 soulforge;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

soulforge 怎么安装?

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

soulforge 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。

soulforge 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 soulforge 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。

soulforge 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。

soulforge 用的人多吗?

公开数据是累计安装 30,124 次,近一周安装 1,294 次,下载 10,559 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。

soulforge 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

  • 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。
  • 第三方扫描已通过,常见的高风险行为没有命中。

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。
  • 需要许可证清楚、并且有第三方扫描结果的团队项目。

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
soulforge

soulforge 开发 · 本页

30,1241执行命令MIT-0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

name
soulforge
description
Run high-signal autonomous coding loops with Soulforge (feature-dev/bugfix/review-loop) using strict worktree isolation, review gates, and scoped fix cycles.
metadata

Soulforge (Effective Use Guide)

This is not a full engine reference. This is the operating playbook for getting high-quality autonomous coding outcomes with Soulforge.

Core Operating Model

Use Soulforge when you want: plan → implement → verify/test → PR → review/fix loops with minimal babysitting.

This skill assumes a trusted operator is launching runs in a trusted repository/worktree. It is not intended as a generic end-user execution surface.

Soulforge itself is the step orchestration layer. The operator running a Soulforge workflow chooses which executor(s) and callback handler(s) make sense for that environment. The examples in this skill are illustrative patterns, not mandatory integrations.

Preferred workflows:

  • feature-dev for end-to-end feature delivery
  • bugfix for diagnose-first, surgical fixes
  • review-loop for tightening an existing PR until clean

Golden Rules (Most Important)

  1. Do not run workflows in the repo main checkout.

- Use a dedicated worktree for each run.

  1. Always isolate work in worktrees.

- Default base: <repo>/worktrees/ - Manual daemon start can still be cwd-sensitive in bare+worktree layouts, so keep execution and daemon concerns distinct.

  1. Keep tasks tightly scoped.

- Specific issue, explicit acceptance criteria, explicit DO-NOT list.

  1. Treat review findings with discipline.

- FIX in-scope issues. - Mark genuine extras as SEPARATE.

  1. Use callback-exec only.

- HTTP callback mode is removed.

  1. Do not hardcode session keys, tokens, or destination identifiers in examples or live commands.

- Supply destinations and credentials deliberately at launch time.

Current Behavior You Should Rely On

Workdir / Worktree safety

  • If --workdir is omitted, Soulforge can auto-provision a worktree under <repo>/worktrees/....
  • Main checkout is blocked (including bare+worktree edge cases).
  • Dirty worktrees are rejected for run start.
  • Out-of-base workdirs are blocked unless explicitly overridden.

Checkpoint model

  • approve/reject is gone.
  • Use structured completion via soulforge complete ....
  • Canonical step types are single, loop, and switch.
  • Human checkpoints are typically single steps with executor: manual.
  • Manual steps must define output_schema so operator completion is valid.

Callback model

  • Use --callback-exec.
  • Prefer passing through the workflow/runtime-produced callback body unchanged via {{callback_message}}.
  • Recommended pattern:

- --message "{{callback_message}}"

  • --callback-exec is the transport/delivery wrapper, not the primary place to author callback content.
  • Callback handlers are operator-selected integrations, not core Soulforge requirements.
  • Callback examples in this skill are illustrative wrappers for trusted operator-controlled environments. They are not a recommendation to expose arbitrary user input to shell construction.
  • Template vars include:

- {{run_id}}, {{step_id}}, {{step_status}}, {{status}}, {{task}} - {{callback_message}} (preferred callback body) - {{prompt}} remains only for backward compatibility in older/manual scenarios

  • When a callback matters operationally, confirm live state with soulforge status; callback text can lag or be noisy.

Recommended Command Patterns

Feature build

soulforge run feature-dev "Implement <issue-url>.
Constraints: max 2 stories. DO NOT refactor unrelated modules." \
  --workdir /abs/path/to/repo/worktrees/feat-xyz \
  --callback-exec '<CALLBACK_HANDLER_COMMAND_USING_{{callback_message}}>'

Bugfix

soulforge run bugfix "Fix <issue-url> with failing test first; minimal patch only." \
  --workdir /abs/path/to/repo/worktrees/fix-xyz \
  --callback-exec '<CALLBACK_HANDLER_COMMAND_USING_{{callback_message}}>'

Review-only tightening on an existing PR

soulforge run review-loop "Review PR #123 and fix only in-scope findings." \
  --workdir /abs/path/to/repo/worktrees/pr-123 \
  --var pr_number=123 \
  --callback-exec '<CALLBACK_HANDLER_COMMAND_USING_{{callback_message}}>'

How to Maximize Autonomous Quality

1) Give a tight task contract

Include:

  • target issue/PR URL
  • explicit in-scope list
  • explicit out-of-scope list
  • objective success criteria
  • only operator-reviewed task text and vars; do not blindly forward untrusted end-user content into privileged workflows

2) Keep iteration loops short

If a PR loops repeatedly:

  • create/update .soulforge-progress.md in the run worktree with exact outstanding fixes
  • run review-loop constrained to remaining findings
  • keep these notes local to the worktree; they are operator scratch state, not a credential/config channel

3) Handle gates like an operator, not a coder

At review gate:

  • move in-scope defects to FIX
  • separate unrelated ideas into follow-up issues
  • avoid “while we’re here” drift

4) Expect long fix steps; optimize signal

Long fix steps are normal for real refactors. Your job is quality control at gates, not interrupting active runs.

Practical Triage Heuristic

When code-review returns findings:

  • High/Medium tied to original issue: FIX now
  • Low tied to original issue correctness: usually FIX now
  • Anything outside scope: SEPARATE

Anti-Patterns (Avoid)

  • Running multiple workflows in the same checkout
  • Allowing scope creep in repeated review-fix loops
  • Merging with known Highs because “tests pass”
  • Treating this skill as generic Soulforge docs instead of an execution playbook
  • Treating {{task}} or arbitrary --var values as safe to embed into shell fragments
  • Copy-pasting literal session keys or channel identifiers from examples into real environments

Minimal Status Workflow for Operator

  • Start run
  • Watch callbacks, but verify important transitions with soulforge status
  • Handle manual gates promptly
  • Triage with strict scope discipline
  • Repeat until pass
  • Merge
  • Pull main + build + npm link + daemon restart (when local runtime should track latest)

Notes

  • Deliberately choose the callback destination before launching a run. Do not casually infer a channel when multiple destinations are in context.
  • Supply callback destinations or credentials via operator-controlled configuration at launch time; never hardcode live values into a reusable skill example.
  • Choose executors and callback handlers per environment; this skill documents orchestration patterns, not a single required integration stack.
  • If loops hit max_loops, spawn a fresh constrained review-loop run with a scope lock file.
  • For long-running initiatives, keep a brief run ledger in the channel (run id → PR → status).

平台分布

OpenClaw

78.31%
按下载量换算8,269

安全审计

VirusTotal

通过

ClawScan

通过

Static analysis

通过

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 soulforge 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。目前只有一个公开来源,建议同时核对源仓库。

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