research-claim-snapshot

name	research-claim-snapshot
description	用于 P4 实验规划前先读项目材料，生成研究主张快照、资源边界、预计论文级别和 low-confidence 缺口。不用于拆 req 任务。

Research Claim Snapshot

Role

本 skill 负责把项目现有材料压缩成 P4 可用的研究主张快照。它先读已有调研和实验材料，再判断当前计划预计能支撑的论文级别。

Method-call

/research-claim-snapshot(
  project_root,
  materials?,
  target_level?,
  output_root = knowledge/experiment-plan/
) -> claim_snapshot

Step 1: Material Inventory

列出已读材料，按证据类型分组：

• research direction / requirement
• target journal or thesis requirement
• P2 benchmark deconstruction or synthesis
• P3 topic and innovation claims
• literature review or reference pool
• method notes / code / dataset / existing results
• screenshots / demo evidence / system artifacts

缺失项写 missing，不脑补。

Step 2: Research Claim Snapshot

把材料转成可验证主张：

Field	Question
research_scene	在哪个领域、场景、区域或约束下做贡献？
problem	要解决什么问题？
method	实际方法、系统或流程是什么？
contribution_candidates	可能的贡献点有哪些？
measurable_effect	贡献能通过什么指标或证据证明？
available_resources	数据、代码、环境、算力、时间、人工资源有什么？
missing_inputs	缺 P2/P3/结果/数据/期刊信息的哪一块？

Step 3: Paper Level Assessment

输出当前实验计划预计支撑级别，不做发表保证：

current_support_level: coursework|bachelor-thesis|master-thesis|cn-general|cn-core|sci-low|sci-mid|sci-high
confidence: high|medium|low
why_this_level: <evidence-backed explanation>
upgrade_path: <what is needed for next level>
minimum_salvage_path: <lowest viable paper strategy>

判断依据：

• claim novelty and clarity
• baseline strength
• ablation completeness
• dataset / case / scenario breadth
• metric and verifier clarity
• target venue fit
• whether current evidence can support the claim without overclaiming

Step 4: Output Files

Write or update:

knowledge/experiment-plan/research-claim-snapshot.md
knowledge/experiment-plan/paper-level-assessment.md

Human-facing prose must stay readable. Put machine contracts in later skills, not in this snapshot.

本 skill 的 deletion-spec

• 触发删除条件：当 P4 orchestrator can reliably infer project claims and paper-level support without a dedicated snapshot pass, this skill can be removed.
• 禁用方式：删除 plugins/experiment-planning-suite/skills/research-claim-snapshot/，bump plugin 版本，刷新 marketplace/cache。
• 卸载清单：同步检查 orchestrator workflow、README、feasibility-salvage-gate 和 req-experiment-handoff 对 snapshot 文件的引用。