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Decision Forensics

核心功能是从杂乱的对话中还原实际决策,生成规范决策记录。典型场景包括厘清决策内容、明确人员承诺、解决争议或用于审计/新人入职。需输入对话内容(如Slack导出、会议纪要),可选角色信息和取证原因。输出含清晰决策陈述、带证据的承诺表、重构假设、被驳回选项、遗留问题及重构置信度,区分已解决与未解决事项。

mohitagw15856
mohitagw15856
热度 15.77
最近更新 2026-07-14 23:58:05
分类:效率依赖:纯提示词应用场景:摘要总结 / 会议纪要 / 报告撰写 / 任务管理

安装技能

复制下面的话术发给你的 Agent,它会通过 secure-skills 检索并安装该技能。

执行命令安装此 skill: npx secure-skills-cli add decision-forensics
Metadata
name
decision-forensics
description
Reconstruct the decision actually made in a messy Slack, email, or meeting thread into a proper decision record — commitments named, silent assumptions surfaced, non-decisions called out. Use when asked what did we actually decide, turn this thread into a decision record, who committed to what, or reconstruct this discussion. Produces a decision record with quoted evidence, a commitments table, reconstructed assumptions, dismissed options, and a confidence note on the reconstruction itself.
homepage
https://mohitagw15856.github.io/pm-claude-skills/skill/decision-forensics.html
metadata
{"openclaw":{"emoji":"📐"}}

Decision Forensics Skill

Most decisions are never stated — they precipitate out of a thread and everyone leaves with a different memory of them. This skill is the forensic pass: what was actually decided (if anything), who committed to what, and which disagreements got papered over rather than resolved. (To write a fresh decision going forward, use architecture-decision-record; this skill reconstructs one from the wreckage.)

What This Skill Produces

  • The decision, stated cleanly — one sentence, even though nobody ever said it in one sentence — or the finding "no decision was reached"
  • The commitments table — who agreed to do what, with the quote that binds them
  • Reconstructed assumptions — what everyone silently took as true, labeled as reconstructed
  • Dismissed options and papered-over questions — what was set aside, and what was never actually resolved
  • A confidence note — how solid this reconstruction is and where it's guessing

Required Inputs

Ask for these if not provided:

  • The thread — Slack export, email chain, or meeting notes/transcript (paste; timestamps and names preserved if possible)
  • The cast (optional) — who's who: roles and decision authority; else infer from context and label
  • What prompted the forensics (optional) — a dispute, an audit, onboarding someone — shapes emphasis, never conclusions

Framework: The Forensic Protocol

  1. Anchor — find the moments where direction changed hands: an approval word ("ship it", "fine, let's"), an unobjected proposal followed by action talk, or authority going silent after a suggestion (silence + subsequent action = the most common decision form).
  2. Attribute — every claim about a person gets a verbatim quote or close paraphrase with the original wording nearby. No quote, no attribution.
  3. Excavate assumptions — what must everyone have believed for the exchange to make sense? Label each [reconstructed] — these were never said.
  4. Separate resolved from papered-over — a question answered vs a question abandoned when someone changed the subject. The second list is usually the valuable one.
  5. Grade the reconstruction — HIGH (explicit approval by named authority) · MEDIUM (unobjected proposal + consistent action) · LOW (inferred from fragments). State it.

Output Format


Decision Record (reconstructed): [one-sentence decision]

Source: [thread, date range] · Reconstruction confidence: HIGH/MEDIUM/LOW — [why]

The Decision

[One sentence. Or: "No decision was reached. The thread ends with X unresolved; subsequent action, if any, happened without recorded agreement."]

Commitments

Who Committed to The binding quote By when

Assumptions (all [reconstructed])

  • …

Options Dismissed

Option Dismissed by/when Stated reason Actually resolved?

Papered Over

[Questions raised and abandoned — each with who raised it and where the thread swerved.]


Quality Checks

  • Every attribution carries a quote or near-paraphrase with original wording nearby
  • Assumptions are labeled [reconstructed] — never presented as things people said
  • The confidence grade matches the evidence type (explicit / unobjected / inferred)
  • Papered-over questions are listed separately from resolved ones
  • If no decision was reached, the record says so plainly

Anti-Patterns

  • Do not attribute positions beyond what the text supports — quote it or drop it
  • Do not resolve ambiguity by inventing agreement — surfacing the ambiguity IS the deliverable
  • Do not clean a non-decision into a decision; "no decision was reached" is a valid, common, and useful finding
  • Do not editorialize about who was right — forensics reconstructs; it doesn't adjudicate
  • Do not omit the confidence note — a reconstruction that hides its own uncertainty is fabrication with footnotes