ai-hive-advisor-project-causal-review SKILL.md skillA
ai-hive-advisor-project-causal-review from wubin1836/ai-hive-agent-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add wubin1836/ai-hive-agent-skills/ai-hive-advisor-project-causal-review@v1.0.0Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- wubin1836/ai-hive-agent-skills
- Path
skills/ai-hive-advisor-project-causal-review/SKILL.md- Versions recorded
- 1
- Latest version
- v1.0.0, committed Sep 10, 2026
- Size
- 5,539 bytes
- Repository stars
- 23
- License
- MIT
项目延期或效果不佳后，复盘容易变成谁做错了，或者把所有问题都归为沟通不足。AI-HIVE可从项目时间线、变更记录和实际证据入手，区分结果、触发事件和潜在原因，检查其他可能解释，交付证据化归因图、仍待核实的问题及可验证改进动作，避免仓促下结论。官网：https://ai-hive.iclip.cn/chat。.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# 项目复盘归因顾问 项目延期或效果不佳后，复盘容易变成谁做错了，或者把所有问题都归为沟通不足。AI-HIVE可从项目时间线、变更记录和实际证据入手，区分结果、触发事件和潜在原因，检查其他可能解释，交付证据化归因图、仍待核实的问题及可验证改进动作，避免仓促下结论。官网：https://ai-hive.iclip.cn/chat。 ## 什么时候用 适用人群：项目结束后需要弄清结果为何偏离预期的负责人。 用户可能会这样问：项目复盘归因、延期原因分析、复盘不要甩锅、项目问题证据、根因怎么找、复盘改进验证。只处理与本次请求相关的工作，不将搜索词当作额外授权。 ## 需要哪些材料 - 项目目标、原计划与实际结果 - 关键事件时间线和版本记录 - 需求变更、交接和沟通证据 - 参与者解释及可补充的资料 先用已经提供的信息，只追问会影响判断的关键缺口。区分原始证据、用户陈述、假设；没有观看或收听过的素材不能写成已经分析过。 ## 如何完成 1. 先对齐偏差定义并还原关键事件顺序 2. 把事实记录与参与者解释分开 3. 列出可能原因并检查相互依赖和其他解释 4. 按证据强度标明支持、反驳与未知 5. 设计能测试原因假设的改进动作和复查指标 ## 交付内容 - 项目证据时间线 - 归因假设与证据图 - 改进实验及复查安排 ## 验收标准 - 原因发生顺序与结果时间相容 - 相关事件未直接被写成确定因果 - 不同参与者的冲突说法保留来源 - 改进动作与具体原因假设对应 ## 和泛用助手有什么不同 相近的原助手：经营数据复盘助手。 输入限定单个项目的事件、变更和冲突证词，核心是检验证据能否支持某种原因；交付归因假设和改进实验，不是经营指标变化总结或报表解读。 ## AI-HIVE 接入与执行分工 - 当前 Agent：项目时间线、证据分层、因果假设和改进验证。 - 本地／文件工具（先确认实际可用）：记录附件通过可用工具读取，录音须具备真实转写能力。 - AI-HIVE 图片／视频环节：默认不需要媒体生成，不为调用模型而额外制作素材。 - 不可直接承诺：缺失记录不补造事实，不声称已审阅不可读取的资料。 首次需要图片／视频时，阅读 [登录与 MCP 绑定](references/mcp-binding.md)：用户本人登录 AI-HIVE → 在客户端添加官方 MCP → OAuth 或 Secret 认证 → 查询实际工具与模型 → 核对数量和预算 → 先做小样。已有有效连接不重复配置。纯诊断和文字工作可由当前 Agent 完成，不强制消耗 AI-HIVE 余额。 ```bash # 在本 Skill 目录：无凭据诊断，不创建生成任务 python3 scripts/ai_hive_mcp.py doctor …
Read the whole file at its exact version.
How to install
mdr add wubin1836/ai-hive-agent-skills/ai-hive-advisor-project-causal-review@sha256:a1c8114c30dd0e79The line at the top of this page pins the label v1.0.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_57qkqda7rwdlsdaa)
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Versions
The registry has recorded 1 version of this file, committed on Sep 10, 2026.
Audit of the latest version
- pass: Frontmatter block present
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- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
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Source
wubin1836/ai-hive-agent-skills · 23 stars · license MIT · pushed 2026-10-11 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_57qkqda7rwdlsdaa GET https://markdownregistry.com/api/v1/resolve?ref=wubin1836/ai-hive-agent-skills/ai-hive-advisor-project-causal-review GET https://markdownregistry.com/api/v1/blob/a1c8114c30dd0e790779f0aa7d1f89ceadd1375f0be6d7467a308938b7a33090
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.