Star Metd Summarize

Compile the research-plan tree under metds/plans/ into paper-ready method documents under metds/. Invoked as /star-metd-summarize [OPT] where OPT is overview, dataset, framework, training, or evaluation; no argument compiles all five in dependency order (dataset → framework → training → evaluation → overview, which links the other four and so compiles last). Rebuilds the plan tree from parent:, then extracts what each document needs through a written map (overview ← root §1 problem, §2 positioning, §3 idea, §6 milestones; dataset ← §4 data choices plus every leaf's §2 datas/ inputs and data-building steps; framework ← §3 route plus modeling leaves and their ${CODE_NAME}/ paths; training ← §3 strategy, §4 budget, inits/ and hyperparameters; evaluation ← §4 benchmarks, baselines, metrics and ablation design plus §5 kill-criteria), merges the passages along the method's axis instead of the plan's, resolves conflicts leaf-over-parent and newer-over-older, marks content from unexecuted leaves as not yet verified, and turns uncovered template sections into TODOs naming the plan section to fill. Plans are the only source — never code, logs, wkdrs/ or chat; result numbers stay with star-expt-analyst. Writes only metds/<OPT>.md, and overwrites an existing generated doc only after a section-level change list is approved. An end-of-flow skill: the readiness gate compiles only a finished tree — every strategy plan finalized and every leaf exec_status done, i.e. all experiments finished and the method determined — and otherwise stops, naming and routing the unfinished work; a draft compile is an explicit user choice, never the default. Use when all experiments are finished and the plans are finalized and the user runs /star-metd-summarize, or wants to summarize / consolidate the finished research plans into a method write-up, produce overview, dataset, framework, training or evaluation documentation, or draft paper method material from the plans. Bilingual (en/zh).

mkdir -p ~/.claude/skills/star-metd-summarize
curl -L https://claudskills.com/skills/star-metd-summarize/SKILL.md \
  -o ~/.claude/skills/star-metd-summarize/SKILL.md

@misc{star-metd-summarize-2026,
  author    = {wanghao9610},
  title     = {Star Metd Summarize [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/star-metd-summarize/}
}