SKILL·5606E3

research

JuliusBrussee
更新于 27 days ago
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aiapidesign

关于

The research skill gathers external knowledge about libraries, APIs, or best practices when the agent is uncertain, ensuring specs are based on facts. It logs each sourced finding into a durable research log (§R) and explicitly flags any unsourced claims. It triggers automatically on unclear spec decisions or via user commands like "research this" or "/ck:research".

快速安装

Claude Code

推荐
主要方式
npx skills add JuliusBrussee/blueprint -a claude-code
插件命令备选方式
/plugin add https://github.com/JuliusBrussee/blueprint
Git 克隆备选方式
git clone https://github.com/JuliusBrussee/blueprint.git ~/.claude/skills/research

在 Claude Code 中复制并粘贴此命令以安装该技能

技能文档

research — external knowledge → §R

Every finding cites a source. No source → flag it ?, never write a guess as fact.

"Process without library context gives you well-organized hallucinations." Build invents a plausible-but-wrong API & §B fills with avoidable bugs. Research is the external oracle: pull the real fact once, log it caveman, never re-derive.

WHEN TO RESEARCH

  • A §C/§I/§V decision hinges on a lib, API, version, or pattern you are unsure of.
  • You are about to assume how an external dependency behaves.
  • The idea touches a domain with real prior art (auth, payments, crypto, rate-limit).
  • /grill parked a ? that the outside world must answer.

Skip when the build touches only code you already wrote. Research scales to the unknown, ⊥ to habit.

FOUR STEPS

1. SCOPE

Turn the unknown into 1-3 concrete questions. Vague "research auth" → "JWT lib for Node ESM, maintained?" + "refresh-token rotation: current best practice?". A scoped question gets a citable answer; a vague one gets an essay.

2. GATHER

Use web search / docs tools. Prefer primary sources: official docs, the repo, the RFC, the paper. Two independent sources beat one confident blog. For a big sweep, spawn a sub-agent so the raw pages never touch this context — it returns only the distilled finding + source.

3. DISTILL

Crush each answer to one caveman line + its source. Drop the prose. The §R row is the memory; the tab you read is not.

R3|refresh token|rotate on use, revoke family on reuse-detect|datatracker.ietf.org/doc/html/rfc6819#section-5.2.2.3

4. HAND OFF

Emit the §R rows & hand to the spec skill to append. If a finding changes a constraint or interface, note the §C/§I edit for spec too. Research proposes; spec writes.

SOURCE DISCIPLINE

  • Cite a URL, repo, RFC, or paper per row. Verbatim identifiers/versions.
  • Could not verify → write the row but flag ? in the finding & say so. An unverified claim labeled honestly is fine; one disguised as fact is a future §B.
  • Conflicting sources → log both, let the user pick. ⊥ silently average them.

WHEN TO STOP

Done when every scoped question has a sourced §R row (or an honest ?), and no build decision still rests on an unchecked assumption. ⊥ research past the questions you scoped — that is just burning the attention budget.

BOUNDARIES

  • ⊥ write SPEC.md. Hand §R rows to spec.
  • ⊥ write a finding as fact without a source.
  • ⊥ dump raw pages into context or §R. Distill or it does not land.
  • ⊥ research what you can read in the repo. Local truth > web guess.

GitHub 仓库

JuliusBrussee/blueprint
路径: skills/research
0
claude-codeparallel-agentsskillsspec-driven-developmenttest-driven-development
FAQ

Frequently asked questions

What is the research skill?

research is a Claude Skill by JuliusBrussee. Skills package instructions and resources that Claude loads on demand, so Claude can perform research-related tasks without extra prompting.

How do I install research?

Use the install commands on this page: add research to Claude Code as a plugin, or clone its repository into your skills directory, then restart Claude so it picks up the skill.

What category does research belong to?

research is in the Meta category, tagged ai, api and design.

Is research free to use?

Yes. research is listed on AIMCP and free to install. It runs inside Claude, so no separate service account is required to use the skill itself.

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