figure-table-planner

Figure Table Planner

Role

本 skill 负责把实验矩阵转成论文可用的图、表、截图和数据 schema。每个视觉证据必须绑定一条论文主张，不允许为了凑图而设计图。

Method-call

/figure-table-planner(
  claim_evidence_map,
  experiment_matrix,
  paper_type?,
  output_root = knowledge/experiment-plan/
) -> figure_table_plan

Step 1: Evidence Types

根据项目类型选择证据：

• Figure: pipeline, architecture, teaser, trend line, bar chart, heatmap, qualitative comparison.
• Table: main comparison, ablation, generalization, complexity, resource cost, feature checklist.
• Screenshot/system evidence: app flow, database state, admin/user workflow, simulation result, model interface, deployment evidence.
• Diagram generation plan: when structure/framework/process diagrams are needed, route generation later to academic-figure-suite:orchestra.

Step 2: Claim Binding

每个 figure/table/screenshot 必须写：

Field	Requirement
evidence_id	FIG-001 / TAB-001 / SCR-001
linked_claim	Which claim it proves
paper_location	Method / Experiments / Results / Discussion / Appendix
structure	Axes, columns, panels, screenshot sequence, or layout
data_fields	Required fields and data source
caption_draft	Caption that can stand alone
success_message	What the reader should conclude
failure_message	What it means if data does not show the expected pattern

Step 3: Data Schema

Write schema notes for downstream agents:

knowledge/experiment-plan/data-schema/metrics-table.schema.md
knowledge/experiment-plan/data-schema/figure-data-fields.md
knowledge/experiment-plan/data-schema/screenshot-evidence-schema.md

Schema should be readable by humans and specific enough for req/code agents to generate tables and plots.

Step 4: Avoid Visual Overclaiming

If a chart cannot actually prove the linked claim, mark it:

evidence_status: illustrative_only
claim_support: weak
required_fix: <extra metric/table/experiment>

Illustrative evidence may remain in the paper, but cannot be counted as core proof.

Step 5: Output Files

Write or update:

knowledge/experiment-plan/figure-table-plan.md
knowledge/experiment-plan/data-schema/metrics-table.schema.md
knowledge/experiment-plan/data-schema/figure-data-fields.md
knowledge/experiment-plan/data-schema/screenshot-evidence-schema.md

本 skill 的 deletion-spec

• 触发删除条件：当 a later paper-writing or figure-generation suite owns claim-bound figure/table planning end to end, this skill can be removed.
• 禁用方式：删除 plugins/experiment-planning-suite/skills/figure-table-planner/，bump plugin 版本，刷新 marketplace/cache。
• 卸载清单：同步检查 orchestrator、README、req-experiment-handoff 和任何 route to academic-figure-suite:orchestra 的引用。