critic-contract
Shared read-side contract every read-only CRITIC imports — adversarial stance, empirical verification of runtime-behavior claims, the mandatory self-red-team before APPROVE, spec-UB sweeps, and the miss-ledger mechanism. The review-side mirror of author-contract. Load at the star
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 saeedkolivand/ai-job-hunter-app --skill critic-contract
维护状态
新鲜
距上次推送 2 天
风险
需审查
Repository license is NOASSERTION; skill itself is a markdown file, but license clarity is missing.
GitHub 质量
48
63/100 质量 · 67/100 信任
覆盖标签
审查说明
Repository license is NOASSERTION; skill itself is a markdown file, but license clarity is missing. · SKILL.md references external files (author-contract, project-steward, dormant skills) that are not included; standalone usage may be incomplete without those context files.
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
Do not auto-installTrust Score v5 found insufficient evidence for agent installation. Treat this as discovery material, not an executable recommendation.
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
Choose a stronger alternative or inspect the source manually before any install attempt.
Stars
48 个 GitHub Stars
仓库活跃度
48 个 Star,3 个 Fork
维护状态
距上次推送 2 天
许可证
NOASSERTION
安装
npx skills add saeedkolivand/ai-job-hunter-app --skill critic-contract
安装安全性
标准软件包或运行时安装路径
权限范围
shell or command execution, filesystem or document access
Agent 结果
暂未有 Agent 结果数据
文档
Usable metadata, review docs
风险摘要
生产前审查
- Repository license is NOASSERTION; skill itself is a markdown file, but license clarity is missing.
- Low GitHub adoption signal
- Quality score needs review
- GitHub adoption: 48 GitHub stars
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 saeedkolivand/ai-job-hunter-app --skill critic-contract
- 策略
- 审查
- 人工审查
- 是
信任与风险
- 信任
- 59/100
- 审计
- 75/100
- 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
- production agents without a repository review
- Low GitHub adoption signal
- Repository license is NOASSERTION; skill itself is a markdown file, but license clarity is missing.
- 高风险权限提示:Shell 或命令执行
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
47/100 · 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.
高
Shell 或命令执行
Skill 元数据引用了终端、CLI、Shell、子进程或命令执行工作流。
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。
- 高风险权限提示:Shell 或命令执行
- Repository license is NOASSERTION; skill itself is a markdown file, but license clarity is missing.
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 saeedkolivand-critic-contractAgent 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%20critic-contract%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve 文本
/api/agent/resolve?task=Use%20critic-contract%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
安装交接
/api/skills/saeedkolivand-critic-contract/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 critic-contract in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20critic-contract%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/saeedkolivand-critic-contract/install
Install command: npx skills add saeedkolivand/ai-job-hunter-app --skill critic-contract
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/saeedkolivand-critic-contract/install
LLM 文本格式
/api/skills/saeedkolivand-critic-contract/install?format=text
寻找替代方案
/api/skills/search?q=critic-contract&limit=3
Agent 提示词
Use critic-contract for this task. Review https://www.openagentskill.com/api/skills/saeedkolivand-critic-contract/install, then install with: npx skills add saeedkolivand/ai-job-hunter-app --skill critic-contractRegistry 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
- 63/100 质量档案
- 1 个 OpenAgentSkill 交互事件
先审查
- Low GitHub adoption signal
- Repository license is NOASSERTION; skill itself is a markdown file, but license clarity is missing.
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
Do not auto-install
Trust Score v5 found insufficient evidence for agent installation. Treat this as discovery material, not an executable recommendation.
GitHub 采用度
检查48 个 GitHub Stars
Star/Fork 活跃度
检查48 个 Star,3 个 Fork; 当前元数据中没有议题活跃度信息
近期维护
通过距上次推送 2 天
许可证清晰度
通过NOASSERTION
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
- Repository license is NOASSERTION; skill itself is a markdown file, but license clarity is missing.
- Low GitHub adoption signal
- Quality score needs review
- GitHub adoption: 48 GitHub stars
- Stars/forks activity: 48 stars, 3 forks; issue activity unavailable in current metadata
- 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
Choose a stronger alternative or inspect the source manually before any install attempt.
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.
Operate web apps
Browser automation
I need my agent to control a browser, fill forms, and verify web app workflows.
Manage repositories
GitHub automation
I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.
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.
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.
Inspect, patch, and verify code
Coding review agent
A workflow for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.
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: critic-contract description: Shared read-side contract every read-only CRITIC imports — adversarial stance, empirical verification of runtime-behavior claims, the mandatory self-red-team before APPROVE, spec-UB sweeps, and the miss-ledger mechanism. The review-side mirror of author-contract. Load at the start of any review task. ---
# Critic contract (all read-only critics)
Subagents can't auto-load skills — **`Read` this file before reviewing anything.** It exists because internal critics kept APPROVING diffs external reviewers (claude gate, CodeRabbit, the user) then found real bugs in: they verified the author's narrative instead of attacking it, reasoned about runtime behavior instead of running it, and had no self-refutation step.
## Adversarial stance
- **Presume the diff is defective; your job is to locate the defect.** You are attacking, not confirming. - The handoff / author report is **CONTEXT, never EVIDENCE** — re-derive every load-bearing claim ("the fallback catches this", "this is disposed on unmount") from the source itself. - Never let the author's framing anchor your severity — grade the defect you found, not the story you were told.
## Empirical-verification rule ("reasoned-safe" is not a verdict)
Verify these classes by EXECUTION, not reading:
- **Error propagation / fallback paths** — force the error and watch where it actually lands. - **Resource lifecycle under failure** — trigger teardown and confirm listeners/tickers/global mutations actually revert, **including on the exception path**. - **Visual geometry** — verify from an angle/assertion that would EXPOSE the error, never a single default view. - **Async / timing / phasing** — drive the timeline (both directions, race the callbacks).
If you have the tooling (Bash, dev server, test runner) — **run it**. If you don't, label the claim **UNVERIFIED** and route it to an agent that can verify. An APPROVE that silently converts UNVERIFIED into verified-by-plausibility is invalid.
## Self-red-team (REQUIRED before any APPROVE)
1. List the **3–5 riskiest spots** where your approval could be wrong — the claims you trust most, the code you understood least, the behavior you did not execute. 2. **Actively attempt to refute each one** — breaking input, failure injection, spec clause. 3. Report each as either a **finding** or one line: `attacked and held: <what you tried and why it held>`.
**An APPROVE without this section is invalid** — the orchestrator treats it as no review.
## Spec-UB sweep (per-domain — this list GROWS via the miss ledger)
- **React** — DOM ErrorBoundaries cannot catch across the reconciler root; effect throws surface on the window handler; a throwing setState **updater** throws at render/commit time, not call time. - **CSS / DOM** — `[hidden] { display: none !important }` beats inline `style.display`; never assume `transform-origin` is frame-center — read the effective origin. - **JS numerics** — `NaN` fails every comparison, so it passes every inverted guard (use `Number.isFinite`); `Infinity`/`-0` survive naive range guards; `parseFloat` returns `NaN` silently. - **Lifecycle / globals** — any global mutation (tickers, window listeners, body classes, scroll state) needs a provably-reached teardown — force the throw and check the exception path. - (GL/GLSL sweep archived with the dormant fleet: `.claude/dormant/skills/webgl-standards/`.)
## Miss ledger
When an internal APPROVE is followed by an external catch, `project-steward` records it and — for a new class of miss — appends a sweep rule above. Historical rows live in this file's git history (PRs #713–#715 seeded the current sweep).
## Coverage duty
The sibling critic reviews **EVERY push** on its domain — docs-only and asset-only PRs included. "Too small to review" is not a category.
技术详情
- 版本
- 1.0.0
- 许可证
- NOASSERTION
- 最近更新
- 2026年8月20日
- 发布时间
- 2026年8月20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 critic-contract 准备的场景化草稿,可手动发布到 X。
A practical pick for source-backed research: critic-contract: Shared read-side contract every read-only CRITIC imports — adversarial stance, empirical verification of runtime-behavior c... 48 stars https://www.openagentskill.com/skills/saeedkolivand-critic-contract?ref=x
可选:带安装命令的回复
Listing + install path for critic-contract: https://www.openagentskill.com/skills/saeedkolivand-critic-contract?ref=x Install: npx skills add saeedkolivand/ai-job-hunter-app --skill critic-contract
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。
- 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 saeedkolivand,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/saeedkolivand-critic-contract)
[](https://www.openagentskill.com/skills/saeedkolivand-critic-contract)
[](https://www.openagentskill.com/skills/saeedkolivand-critic-contract/audit)
[](https://www.openagentskill.com/skills/saeedkolivand-critic-contract)作者
saeedkolivand
@saeedkolivand
平台适配
健康信号
- GitHub Stars
- 48
- 质量评分
- 35/100
- 最近 GitHub 推送
- 2026年8月20日
- 框架提示
- 未知
- OpenAgentSkill 浏览量
- 1
- 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
Do not auto-install
- GitHub 采用度48 个 GitHub Stars检查
- Star/Fork 活跃度48 个 Star,3 个 Fork; 当前元数据中没有议题活跃度信息检查
- 近期维护距上次推送 2 天通过
- 许可证清晰度NOASSERTION通过
- README/SKILL.md 完整度公开元数据需要更完整的 README/SKILL.md 上下文信息
- 依赖与运行时风险命令执行范围信息
相关 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.
53.5K StarsAcademic Research Skills
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