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SKILL.md — portable across Claude Code, Cursor, Codex, and any agent that loads the open format.1ParaSkill = scientific research workflow skill
2subagent = base_model + skill + role profile + input scope + output contractSkill 不会凭空产生新能力——能力上限来自 SFT 和基础模型。Skill 把能力变得可控、可复用、可编排。
Creator(产 idea) → Designer(规划实验) → Writer(写) → Reviewer(审) → Checker(查闭环)。| family | count | 代表 skill |
|---|---|---|
| writer | 8 | revise-by-criterion, amplify-genuine-strengths, reposition-related-work, expand-analytical-discussion, reframe-limitations-honestly, diagnose-aha-moment, rewrite-abstract-with-commitments, build-intro-argument-chain |
| reviewer | 6 | simulate-top-conference-review, identify-fatal-concerns, calibrate-rating-severity, judge-review-shift, profile-reviewer-signals, judge-revision-winrate |
| checker | 6 | check-claim-evidence-alignment, check-section-logic-consistency, detect-overclaim-missing-closure, detect-presentation-gaming, detect-limitation-laundering, enforce-content-preservation-zones |
| creator | 4 | reverse-engineer-paper-idea, interactively-refine-idea, generate-idea-variants, position-novel-idea |
| designer | 4 | map-claims-to-experiments, design-baselines-and-ablations, design-diagnostic-analysis, design-defensive-experiments |
SKILL_INDEX.json。name + description,扩展放 metadata:) + 正文 10 段:Purpose / When to Use / Do Not Use / Required Inputs / Output Contract / Procedure / Quality Bar / Failure Modes / Handoff / Example。detect-presentation-gaming / detect-limitation-laundering / enforce-content-preservation-zones),其 strength-weakness asymmetry 与 reframing>polishing 发现支撑 Writer 的新 skill。revise-by-criterion 是其原生 paper-revision skill 的改进移植;Length-Controlled Win Rate → judge-revision-winrate。1# 校验全部 skill 并(重)生成路由表
2python tools/check_paraskills.py # 校验 + 生成 SKILL_INDEX.json
3python tools/check_paraskills.py --check # 只校验optional_inputs、以及 handoff_to 是否指向真实存在的 skill(路由图闭合)。TEMPLATE_SKILL.md 到 <family>/<skill-name>/SKILL.md,填好再跑 checker。