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From experiment-planning-suite
用于把论文贡献主张映射成实验矩阵、指标、成功判定、失败动作和机器 verifier 契约。不用于 baseline 细化或图表设计。
npx claudepluginhub kkunkunya/experiment-planning-suite --plugin experiment-planning-suiteHow this skill is triggered — by the user, by Claude, or both
Slash command
/experiment-planning-suite:evidence-chain-plannerThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
本 skill 把“我做出了什么贡献”转成“哪些实验、指标、artifact 和判定能证明它”。核心产物是 claim-evidence map 和 experiment matrix。
Creates p5.js generative art with seeded randomness, noise fields, and interactive parameter exploration. Use for algorithmic art, flow fields, or particle systems.
Share bugs, ideas, or general feedback.
本 skill 把“我做出了什么贡献”转成“哪些实验、指标、artifact 和判定能证明它”。核心产物是 claim-evidence map 和 experiment matrix。
/evidence-chain-planner(
claim_snapshot,
target_level?,
output_root = knowledge/experiment-plan/
) -> evidence_chain
每条 claim 写成可验证形式:
In <scene>, <method/system> improves or enables <effect> compared with <baseline>, measured by <metric/evidence>.
不能测量的 claim 降级为 background / motivation / future work,不进入 contribution claim。
每条 claim 至少绑定:
输出总表:
knowledge/experiment-plan/claim-evidence-map.md
实验矩阵必须覆盖:
列建议:
| Column | Meaning |
|---|---|
| experiment_id | Stable id such as EXP-001 |
| claim | Which claim this proves |
| purpose | Why this experiment exists |
| inputs | Dataset, case, logs, screenshots, or simulation condition |
| baselines | Minimum and strong baselines if known |
| metrics | Quantitative or qualitative indicators |
| success_rule | Human-readable rule |
| verifier_hint | Script, command, notebook, manual rubric, or verifier_todo |
| artifact | Expected machine-readable result |
| failure_action | Claim narrowing, metric switch, resource acquisition, or stop |
| priority | must / should / optional |
| feasibility | high / medium / low |
Write an initial machine contract to:
knowledge/experiment-plan/machine/verifier-contracts.yaml
Keep YAML concise and machine-readable. Do not expose this structure as the main human explanation. If a verifier does not exist, use verifier_todo and make that visible to req handoff.
Write or update:
knowledge/experiment-plan/claim-evidence-map.md
knowledge/experiment-plan/experiment-matrix.md
knowledge/experiment-plan/machine/verifier-contracts.yaml
plugins/experiment-planning-suite/skills/evidence-chain-planner/,bump plugin 版本,刷新 marketplace/cache。claim-evidence-map.md 和 verifier-contracts.yaml 的引用。