soul-grader
Use when grading, reviewing, rewriting, or approving a Hermes Agent SOUL.md. Uses the SOUL.md field-guide research artifacts as the only normative source for what makes a good SOUL.md.
供给资产档案
研究与知识工作
Deep research, source comparison, literature review, RAG, knowledge search, and reports.
场景
研究 Agent
I need my agent to research a topic, compare sources, and produce a concise report.
适配 Agent
Claude Code + CLI + Codex
适用于 Codex、Claude Code、Cursor、CLI 或自定义 Agent。
安装
就绪
npx skills add cobibean/soul-grader-skill --skill soul-grader
维护状态
新鲜
今天有推送
风险
需审查
Permission surface may require sandboxing
GitHub 质量
58
64/100 质量 · 74/100 信任
覆盖标签
审查说明
Permission surface may require sandboxing · Quality score needs review
Agent 采用评分卡
一眼查看信任、审计与安装准备度
这些分数综合公开仓库元数据、OpenAgentSkill 审查信号、维护新鲜度与安装准备度。它用于候选筛选,不替代人工审查。
质量
有潜力有用的候选项,但采用前应与替代方案比较。
信任
仅限沙盒有用但信任信号不足或混杂的候选项。在结果闭环证明任务匹配前,请保持在隔离工作区内使用。
审计
需审查对安装准备度、安全元数据、维护情况与采用风险的机器可读审查。
OpenAgentSkill 信任评分 v5
安装前需人工审查
仅在沙盒中运行,并在用于真实工作前比较接近的替代方案。
Stars
58 个 GitHub Stars
仓库活跃度
58 个 Star,3 个 Fork
维护状态
今天有推送
许可证
MIT
安装
npx skills add cobibean/soul-grader-skill --skill soul-grader
安装安全性
标准软件包或运行时安装路径
权限范围
secrets or environment access, filesystem or document access
Agent 结果
暂未有 Agent 结果数据
文档
README/SKILL.md 上下文充分
风险摘要
生产前审查
- Quality score needs review
- Permission surface needs review: secrets or environment access, filesystem or document access
- GitHub adoption: 58 GitHub stars
- Stars/forks activity: 58 stars, 3 forks; issue activity unavailable in current metadata
安装准备度
安装路径可用
- 安装路径可用
- 仓库证据可用
- 已声明许可证
- 暂无 Agent 验证结果证据
Agent 可读元数据
这个 Skill 的机器可读决策数据。
使用此区块或内嵌 JSON 判断 Agent 是否应安装该 Skill、选择替代方案,或先请求人工审查。
适用任务
- 研究 Agent 工作流
- Claude Code 团队
- builders willing to evaluate younger projects
- 检索来源
适用 Agent
安装决策
- 命令
- npx skills add cobibean/soul-grader-skill --skill soul-grader
- 策略
- 审查
- 人工审查
- 是
信任与风险
- 信任
- 66/100
- 审计
- 78/100
- 风险级别
- 需审查
结果闭环
- 端点
- /api/agent/outcome
- 事件 ID
- resolve
- 结果
- 5
不适用场景
- 需要厂商支持 SLA 的团队
- 没有内部安全审查的高合规环境
- 暂未有 OpenAgentSkill 使用反馈数据
- 高风险权限提示:Secrets or environment access
- Permission surface may require sandboxing
替代 Skill
Last30days Skill
53.5K Stars
npx skills add mvanhorn/last30days-skill -g
替代 Skill
Academic Research Skills
38.4K Stars
npx skills add Imbad0202/academic-research-skills
替代 Skill
GPT Researcher
28.0K Stars
npx skills add assafelovic/gpt-researcher
替代 Skill
DeepResearch
19.8K Stars
npx skills add Alibaba-NLP/DeepResearch
Agent 安全 v2
46/100 · 避免自动安装
Sparse or mixed signals. Useful for discovery, but not for autonomous installation.
Test manually in an isolated workspace and compare against safer alternatives.
中
Browser automation
Skill may drive a browser or interact with web pages.
中
网络访问
Skill 可能访问远程页面、API、仓库或外部服务。
中
文件系统访问
Skill 可能读取或写入项目文件、文档、生成产物或本地工作区状态。
高
Secrets or environment access
Skill metadata references credentials, tokens, environment variables, or secret-bearing workflows.
- 高风险权限提示:Secrets or environment access
- Permission surface may require sandboxing
安装目标
在你的 Agent 工作流中安装此 Skill
通过公开安装端点获取命令、安全清单、目标提示词和该 Skill 的规范链接。
OpenAgentSkill CLI
Resolve policy, run the source installer safely, and report a verified install receipt.
$ npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.2.1/openagentskill-0.2.1.tgz install cobibean-soul-graderAgent 解析计划
让 Agent 在安装前验证匹配度。
Resolve API 返回首选 Skill、替代方案、安全策略、审计说明、安装目标和可直接执行的提示词,无需抓取此页面。
打开 JSON
/api/agent/resolve?task=Use%20soul-grader%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve 文本
/api/agent/resolve?task=Use%20soul-grader%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
安装交接
/api/skills/cobibean-soul-grader/install
Agent 应检查
- 从 Resolve API 检查任务匹配与替代方案。
- 检查审计评分、信任评分和安全策略警告。
- 检查 Codex、Claude Code、Cursor 或 CLI 的安装目标兼容性。
复制提示词
Task: Use soul-grader in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20soul-grader%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/cobibean-soul-grader/install
Install command: npx skills add cobibean/soul-grader-skill --skill soul-grader
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.Agent 交接
把安装路径交给 Agent,而不是再给一个目录页。
通过公开安装端点获取命令、安全清单、目标提示词和该 Skill 的规范链接。
安装交接
/api/skills/cobibean-soul-grader/install
LLM 文本格式
/api/skills/cobibean-soul-grader/install?format=text
寻找替代方案
/api/skills/search?q=soul-grader&limit=3
Agent 提示词
Use soul-grader for this task. Review https://www.openagentskill.com/api/skills/cobibean-soul-grader/install, then install with: npx skills add cobibean/soul-grader-skill --skill soul-graderRegistry 元数据
用于自动选择 Skill 的 Agent 可读档案。
本页通过 Registry API 提供相同的决策、信任、审计、场景和安装信号,让 Agent 无需抓取界面即可排序。
Agent 决策面板
Fallback candidate for Research agents
先用此 Skill 做原型验证,并保留备选方案。
栈中角色
备选候选
主要匹配
研究 Agent
信任标签
先做原型验证
安装路径
命令已就绪
适用场景
- 研究 Agent 工作流
- Claude Code 团队
- builders willing to evaluate younger projects
证据
- 仓库近期活跃
- 已提供安装命令或 GitHub 仓库
- 64/100 质量档案
先审查
- 暂未有 OpenAgentSkill 使用反馈数据
实施路径
- 1在沙盒 Agent 中安装它,并端到端完成一次研究 Agent任务。
- 2Compare output quality, latency, and failure behavior against at least one alternative.
- 3Promote it into production only after reviewing repository permissions, license, and maintenance signals.
信任档案
仅限沙盒
有用但信任信号不足或混杂的候选项。在结果闭环证明任务匹配前,请保持在隔离工作区内使用。
GitHub 采用度
检查58 个 GitHub Stars
Star/Fork 活跃度
检查58 个 Star,3 个 Fork; 当前元数据中没有议题活跃度信息
近期维护
通过今天有推送
许可证清晰度
通过MIT
积极信号
- AI 审查已通过
- 安装路径可用
- 仓库证据可用
- 近期维护的仓库
- 安装命令未发现明显高风险模式
- 结果闭环已就绪,但需要首次真实 Agent 运行
安装前审查
- Quality score needs review
- Permission surface needs review: secrets or environment access, filesystem or document access
- GitHub adoption: 58 GitHub stars
- Stars/forks activity: 58 stars, 3 forks; issue activity unavailable in current metadata
- Permission surface: secrets or environment access, filesystem or document access
- 暂未有真实 Agent 结果报告
- 无人值守安装前需要人工审查
建议操作
仅在沙盒中运行,并在用于真实工作前比较接近的替代方案。
质量档案
有潜力 适用于 Agent 工作流的候选
有用的候选项,但采用前应与替代方案比较。
工作流匹配
在这些场景使用此 Skill
Investigate faster
Research agents
I need my agent to research a topic, compare sources, and produce a concise report.
Manage repositories
GitHub automation
I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.
Search private knowledge
RAG and knowledge
I need my agent to build a RAG workflow over documents and retrieve reliable context.
工作流匹配
加入完整工作流
Find, compare, and synthesize
Research report agent
A workflow for agents that gather sources, compare claims, summarize long material, and draft useful research briefs.
Ingest, retrieve, and cite
RAG knowledge base
A workflow for document-heavy agents that ingest files, create searchable knowledge, retrieve relevant context, and answer with grounded sources.
Operate and verify web apps
Browser QA agent
A workflow for agents that navigate products, fill forms, take screenshots, and verify real user flows across web applications.
替代方案短名单
安装前对比
可能适合该任务的相近 Skill。
Last30days Skill
Research the last 30 days across Reddit, X, YouTube, Hacker News, Polymarket, GitHub, and the web, then synthesize a grounded brief for an AI agent.
Academic Research Skills
Academic Research Skills for Claude Code: research → write → review → revise → finalize
GPT Researcher
Run autonomous deep research over web and local sources
DeepResearch
Tongyi Deep Research, the Leading Open-source Deep Research Agent
概览
--- name: soul-grader description: Use when grading, reviewing, rewriting, or approving a Hermes Agent SOUL.md. Uses the SOUL.md field-guide research artifacts as the only normative source for what makes a good SOUL.md. version: 1.1.0 author: cobibean license: MIT metadata: hermes: tags: [soul-md, grading, hermes-agent, agent-identity, review, rubric] related_skills: [hermes-agent] ---
# SOUL Grader
## Linked references
- `references/fleet-soul-grading-workflow.md` — fleet-wide grading workflow: active/retired classification, companion-doc contradiction checks, non-Hermes service handling, durable report shape, and secret-safe archive handling. - `references/research-deliverable-and-fleet-remediation.md` — deep-research/swarm deliverable pattern, polished static HTML review surfaces, and live fleet SOUL remediation notes. - `references/phase-coupled-soul-refresh.md` — refresh pattern for a deployed agent whose durable identity has fallen behind its current phase, including unscored companion-doc placement checks. - `references/live-soul-upgrade-production-handoff.md` — production handoff pattern for backup, target-score iteration, live profile verification, safe refresh, and behavior smoke testing.
## Overview
Use this skill to grade a Hermes Agent `SOUL.md`, draft a SOUL review, or turn a weak SOUL into a stronger one. The grading standard is intentionally narrow: **use the linked SOUL.md research artifacts as the only normative source for what makes a good SOUL.md.**
Do not import generic prompt-engineering advice, personal taste, web articles, model-provider docs, or vibes into the grade. You may use tools to read the SOUL being graded and to verify Hermes runtime facts, but quality judgments must come from the research artifacts bundled with this skill.
## Public / SSR publication posture
This is an unofficial community skill for Hermes Agent. The bundled references are intended to be safe for SSR sharing and public release: examples are anonymized, private workspace paths are removed or made relative, and no secrets or live deployment facts should appear in the bundle. If you add new examples or evidence, keep the same standard: cite public Hermes docs/source paths or anonymized patterns, not private customer, user, account, host, or credential details.
## Required source files
Before grading, load at least the grading standard reference:
```text skill_view(name="soul-grader", file_path="references/soul-md-grading-standard.md") ```
Use the other references when you need more detail or citations:
```text skill_view(name="soul-grader", file_path="references/soul-md-field-guide.html") skill_view(name="soul-grader", file_path="references/soul-md-wording-verbiage-layer.md") ```
Source hierarchy for grading:
1. `references/soul-md-grading-standard.md` — canonical grader rubric and procedure. 2. `references/soul-md-wording-verbiage-layer.md` — supporting wording examples interpreted through the canonical standard. 3. `references/soul-md-field-guide.html` — historical research background; non-normative where it conflicts with the canonical standard.
If these references conflict, use the higher-ranked source. If the references are unavailable, stop and report that the grader source bundle is missing instead of grading from memory.
## When to use
Use when the user asks to:
- grade, score, audit, review, or approve a `SOUL.md` - compare two `SOUL.md` files - rewrite or improve a `SOUL.md` - upgrade a `SOUL.md` to production handoff quality and iterate until a user-chosen score target is met - check whether a new agent identity is ready to deploy - create acceptance criteria for a SOUL file - diagnose agent identity drift, overreach, genericness, or approval-boundary failures - decide what belongs in `SOUL.md` versus `CLAUDE.md`, `AGENTS.md`, skills, memory, manifests, or operator guides
Do not use as the sole workflow for:
- installing or configuring Hermes itself — load `hermes-agent` - full new-agent intake/design — load the project’s new-agent intake or design skill too, if one is available - authoring a new skill — load `hermes-agent-skill-authoring` too - editing a user’s actual SOUL file without permission
## Strict source rule
The target `SOUL.md` being graded is evidence, not a standard. Runtime/tool output is evidence about deployment state, not a standard. The bundled references are the standard.
Allowed sources:
- the user-provided SOUL text or file path - optional adjacent files only for placement, contradiction, or system-level deployability evidence; never score their prose as part of the SOUL grade - live Hermes/runtime output only for runtime hygiene checks - this skill’s linked references
Not allowed as grading sources:
- generic prompt-engineering heuristics not present in the references - web search results - model-provider documentation - personal preference unless the user explicitly asks for a custom overlay after the source-grounded grade - unstated assumptions about a deployed agent’s access, host, credentials, or service state
## Grading rubric
Score out of 100 using the reference-defined categories:
| Category | Points | What to evaluate | |---|---:|---| | Mission clarity | 15 | Names who/what the agent serves and what outcome matters. | | Identity + positive role boundaries | 12 | Defines role, ownership, layer, and adjacent responsibilities positively. | | Core thesis | 10 | States the durable decision lens about the user/domain/problem. | | Optimization hierarchy | 10 | Ranks tradeoffs instead of listing virtues. | | Judgment + decision ownership | 10 | Explains tradeoff judgment and preserves consequential operator decisions. | | Soft preferences | 8 | Separates scoring signals from bans. | | Relationship + authority posture | 10 | Defines initiative, challenge, correction, and operator authority. | | Voice + truthfulness posture | 10 | Covers distinctive voice plus candor and evidence orientation. | | Success orientation | 8 | Defines meaningful user/product outcomes rather than activity. | | Artifact separation + placement | 5 | Rewards correctly placed guidance; duplication earns no extra credit. | | Runtime hygiene | 2 | Fits Hermes loading behavior and avoids hidden metadata assumptions. |
System-level automatic blockers:
- secrets, tokens, passwords, API keys, or connection strings in SOUL - verified false claims of access, deployment state, health, publication, or authority - verified missing or bypassed controls for spend, publishing, outreach, destructive edits, production mutations, or customer-visible actions - cross-client data/credential/workspace contamination - assuming YAML/frontmatter is hidden from Hermes native SOUL when it is visible prompt text - contradictions with nearby operating files, manifests, or approval policy
These blockers apply to the deployed agent system, not to a missing paragraph in SOUL. Assert them only from direct companion-policy, manifest, runtime, or live-system evidence. If that evidence is absent, report **System blockers: not assessed**. They do not change the numeric SOUL score.
## Procedure
1. **Load the grading reference.** Use `skill_view` for `references/soul-md-grading-standard.md`. Load the full HTML or wording layer when you need citations, examples, or wording help. 2. **Get the SOUL.** If the user provides a path, read it with `read_file`. If they provide inline text, grade that. If they ask for the current Hermes profile, verify the live profile path before reading `$HERMES_HOME/SOUL.md`. 3. **Score the SOUL first.** Score all 11 rows without requiring approval matrices, tool rules, verification checklists, escalation procedures, or detailed DoD in SOUL. 4. **Award placement credit, not duplication credit.** Correctly absent operational detail strengthens artifact separation. Do not add points because the same rule appears in both SOUL and `AGENTS.md` / `CLAUDE.md`. 5. **Apply scope after the rubric.** Classify the agent as personal, business/internal, client/business, public/open-source, meta/operator, multi-agent peer, or temporary/tactical. Use scope as an unscored overlay for follow-up checks. 6. **Check system blockers only with evidence.** Inspect adjacent/system sources when provided. If they are unavailable, mark system blockers not assessed rather than treating SOUL omissions as failures. 7. **Route every suggestion.** Prefix fixes with `[SOUL]`, `[AGENTS/CLAUDE]`, or `[SYSTEM]`. Suggestions may explicitly say “put this in your AGENTS.md and/or CLAUDE.md.” 8. **Write findings as identity drift risks.** Explain how weak identity wording could cause a future session to drift. 9. **Give patches only when useful.** If the user asked for a rewrite, provide a replacement section or full revised SOUL. Otherwise give prioritized fixes. 10. **For “should we make these SOUL updates?” questions, re-read live state before opining.** Fetch/read the current live SOUL and the latest grade/report if available, compare them, and identify which suggested fixes are already present. Recommend a surgical patch, not a full rewrite, unless identity or scope changes require it. Do not apply the change unless the user explicitly asks you to edit. 11. **Cite the bundled sources.** Cite the linked reference section names and, when useful, file names. Do not cite outside sources.
## Output format: full grade
Use this shape by default:
```md # SOUL.md grade: [agent/name]
Verdict: [Excellent / Operational / Scaffold / Needs rewrite] Score: [N]/100 System deployability: [Approved / Blocked / Not assessed]
## Score table
| Category | Points | Score | Notes | |---|---:|---:|---| | Mission clarity | 15 | | | ...
## Scope overlay
Scope: [personal/business-internal/client-business/public/meta/multi-agent/tactical] [Unscored scope-specific observations]
## System-level blockers
- [None verified / Not assessed / blocker with exact system evidence]
## Top identity drift risks
1. [Risk] — [where the SOUL permits drift] 2. [Risk] — [where the SOUL permits drift] 3. [Risk] — [where the SOUL permits drift]
## What is strong
- [Concrete strengths tied to source criteria]
## What to fix first
1. [SOUL] [Highest leverage identity fix] 2. [AGENTS/CLAUDE] [Operating-policy placement suggestion, if useful] 3. [SYSTEM] [System-control suggestion, if evidence warrants it]
## Suggested wording
```md [patch/replacement sections, if requested or obviously helpful] ```
## Source basis
- `references/soul-md-grading-standard.md`: [sections used] - `references/soul-md-field-guide.html`: [sections used] - `references/soul-md-wording-verbiage-layer.md`: [sections used] ```
## Output format: quick grade
For quick review requests:
```md Score: [N]/100 — [verdict] System deployability: [Approved / Blocked / Not assessed]
Biggest issue: [one sentence] Best thing: [one sentence] Fix next: 1. ... 2. ... 3. ... ```
## Attachment / HTML delivery pattern
When the user asks to “send me the SOUL,” “put it in an HTML file,” or otherwise wants a reviewable artifact rather than only chat text:
1. Fetch or read the exact target `SOUL.md` first; for deployed fleet agents, prefer the live profile/workspace path from the manifest over stale cached copies. 2. Include both the raw SOUL and the grade in the delivered artifact unless the user explicitly asks for only one. 3. Produce a self-contained HTML file for reading when requested: embedded CSS, verdict cards, score table, system-level blockers, top drift risks, suggested wording, source basis, and raw SOUL in a readable `<pre>` block. 4. Also save a plain Markdown grade report and raw `SOUL.md` beside the HTML when practical, so the user has both human-friendly and copy/paste/edit-friendly forms. 5. Keep the artifact secret-safe: do not include raw credentials from manifests or companion docs; cite credential locations only if needed. 6. Use canonical roster/manifest spelling for the agent name in the report, while noting any user sp
技术详情
- 版本
- 1.1.0
- 许可证
- MIT
- 最近更新
- 2026年8月22日
- 发布时间
- 2026年8月22日
决策摘要
备选候选
仓库近期活跃
Agent 验证证据
Agent 验证证据
来自解析、审查、安装和一次小范围运行后的结果报告。
- 成功率
- —
- 近期失败
- —
- 结果
- 0
- 输出质量
- —
- 失败
- 0
- 不相关
- 0
- 安装次数
- 0
- 风险拦截
- 0
- 需要配置
- 0
- 生产环境
- 0
暂时没有 Agent 结果数据。首次 Agent 执行可以通过 /api/agent/outcome 报告成功、需要设置、风险拦截、失败或不相关。
增长闭环
分享工具包
为 soul-grader 准备的场景化草稿,可手动发布到 X。
soul-grader: Use when grading, reviewing, rewriting, or approving a Hermes Agent SOUL.md. Uses the SOUL.md... 58 stars https://www.openagentskill.com/skills/cobibean-soul-grader?ref=x
可选:带安装命令的回复
Listing + install path for soul-grader: https://www.openagentskill.com/skills/cobibean-soul-grader?ref=x Install: npx skills add cobibean/soul-grader-skill --skill soul-grader
收录来源
Registry 收录
此列表来自公开来源,维护者认领获批前不会标记为官方。
- 创作者
- cobibean
- 收录方
- OpenAgentSkill 社区索引
归属链接指向公开仓库或创作者主页。创作者可认领列表以更新所有权信号。
认领此 Skill所有者认领
认领此 Skill 页面
这条 Registry 收录 列表归属于 cobibean,但尚未标记为官方。认领后可增加已验证所有者信号,使后续发布、安装和审计更新更值得信赖。
创作者外链工具包
将证据徽章加入你的 README
在开发者评估仓库的位置展示规范页面、当前信任与审计信号,以及真实的 Agent 验证证据。
[](https://www.openagentskill.com/skills/cobibean-soul-grader)
[](https://www.openagentskill.com/skills/cobibean-soul-grader)
[](https://www.openagentskill.com/skills/cobibean-soul-grader/audit)
[](https://www.openagentskill.com/skills/cobibean-soul-grader)作者
cobibean
@cobibean
平台适配
健康信号
- GitHub Stars
- 58
- 质量评分
- 36/100
- 最近 GitHub 推送
- 2026年8月22日
- 框架提示
- 未知
- OpenAgentSkill 浏览量
- 0
- 复制安装命令
- 0
- 跳转点击
- 0
社区信号
告诉我们这个 Skill 是否对你的 Agent 工作流有帮助。汇总反馈会持续改善排序。
信任与安全
仅限沙盒
- GitHub 采用度58 个 GitHub Stars检查
- Star/Fork 活跃度58 个 Star,3 个 Fork; 当前元数据中没有议题活跃度信息检查
- 近期维护今天有推送通过
- 许可证清晰度MIT通过
- README/SKILL.md 完整度元数据包含足够的用法与工作流上下文通过
- 依赖与运行时风险credential or environment access, network or browser surface信息
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