CCF Idea Reviewer

Invocation Controls

CCFA Handoff Mode: PARTIAL (Recommended). Follow metadata.ccf_skill_controls.handoff_question_mode, ../ccf-common/references/handoff-modes.md, and ../ccf-common/references/task-modes.md. Infer assessment from the requested judgment; an exact skill name, review keyword, or numeric score is unnecessary. A rough idea can still receive a serious concept assessment.

Choose by the object of judgment, not file type: a PDF supplied for “只看核心思路” remains idea review. Use ccf-idea-optimizer for requested development and ccf-paper-reviewer for manuscript evidence, scientific completeness, writing, or version readiness. Execute an explicitly combined review/development task through its respective owners without another permission round.

Core Rule

Judge problem importance, novelty against closest work, conceptual insight, mechanism coherence, elegance, and audience fit. Default to concept-only scope. Do not grade experiments, demand baselines/ablations/results, assess implementation resources, or lower the verdict because research is unfinished. Add experiment or feasibility assessment only when the user requests that extension, keeping it separate from the concept score.

Distinguish a logical contradiction from an untested hypothesis. A meaningful claim can be assessed before experimental validation. Separate concept quality, development potential, and confidence; do not turn uncertain novelty into demonstrated overlap or submission readiness into idea quality.

Every consequential criticism identifies the affected idea statement or assumption, its inspected basis, its significance, and the smallest repair. Do not fabricate prior art, results, reviewer agreement, or acceptance probability. Use abandon only after identifying why no meaningful formulation or plausible rescue remains.

Workflow