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find-precedent

面向“以前是否处理过类似问题”的场景,从历史知识源中检索合同、提案、项目、事故、决策、设计或例外案例,按与决策相关的维度排序比较,逐条给出可比性、已采取措施、结果、关键差异与可复用要点,并总结跨案例模式与类比局限,强调先例不等于权威。

raguets
raguets
热度 17.72
最近更新 2026-09-04 00:53:32
分类:知识依赖:第三方 API应用场景:研究 / 法律文档 / 报告撰写

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 find-precedent
Metadata
name
find-precedent
description
Part of the Overpowered skill suite. Find and compare relevant historical cases—contracts, proposals, projects, incidents, decisions, designs, or exceptions—to inform a current problem without treating similarity as authority. Use when the question is effectively 'have we dealt with something like this before?' or reusable prior work may exist.
compatibility
Requires access to one or more historical knowledge sources through RAG, search, document repositories, or equivalent tools for full functionality.
metadata
{"suite":"overpowered","suite_url":"https://github.com/raguets/overpowered","level":"1-knowledge","version":"0.1.0"}

Overpowered / Find Precedent

Core rule

Find comparable prior cases, explain why they are comparable, extract reusable lessons, and make material differences impossible to miss. Never convert precedent into authority.

Procedure

  1. Define the current case and the decision the precedent should inform.
  2. Extract 3–7 comparison dimensions that actually matter: customer type, requirement, risk, contract shape, architecture, scale, jurisdiction, outcome, etc.
  3. Search the most appropriate historical source. If source selection is unclear, use know-enough first.
  4. Rank candidate precedents by decision-relevant similarity, not wording similarity alone.
  5. For each useful precedent, capture:
    • why it is comparable;
    • decision/action taken;
    • known outcome;
    • material differences;
    • what is reusable;
    • what must not be copied blindly.
  6. Synthesize patterns across cases. Preserve outliers when they matter.

Output contract

Current decision: ...

Precedent 1
- Similar because: ...
- What was done: ...
- Outcome: ...
- Material differences: ...
- Reusable: ...
- Do not copy blindly: ...

Pattern across precedents: ...
Limits of analogy: ...

Gotchas

  • Semantic similarity is only a candidate-generation signal.
  • A signed historical contract does not define current legal policy.
  • Old proposals may contain stale features, prices, dates, staffing, or commitments.
  • Do not hide cases that contradict the preferred answer.
  • If no sufficiently comparable precedent exists, say so.

Stop condition

Stop when enough comparable cases exist to identify a stable pattern or when further search is unlikely to improve the analogy.