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section-bindings

Bind papers to chapter-level sections first, writing `outline/section_bindings.jsonl` and `outline/section_binding_report.md`.

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WILLOSCAR/research-units-pipeline-skills
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Files included (4)

  • SKILL.md1.9 KB
  • assets/output_contract.json318 B
  • references/overview.md380 B
  • scripts/run.py6.0 KB

SKILL.md (original)

Review the instructions the agent will receive before you install.

Section Bindings

Triggers & routing

  • Trigger: section bindings, chapter bindings, section-first binding, 章节绑定, 章级绑定.
  • Use when: survey structure should measure chapter saturation before stable H3 decomposition.

Load Order

Always read:

  • references/overview.md

Use scripts/run.py only for deterministic binding and report materialization:

  • read papers/core_set.csv as the authoritative paper pool
  • read outline/chapter_skeleton.yml as the chapter contract
  • read papers/papers_dedup.jsonl when available for richer metadata
  • write auditable binding artifacts without inventing papers

Inputs

  • papers/core_set.csv
  • outline/chapter_skeleton.yml
  • Optional: papers/papers_dedup.jsonl

Outputs

  • outline/section_bindings.jsonl
  • outline/section_binding_report.md

Asset contract

  • assets/output_contract.json

Script

Quick Start

  • uv run python .codex/skills/section-bindings/scripts/run.py --workspace <workspace>

All Options

  • --workspace <dir>: workspace containing the core set and chapter skeleton
  • --unit-id <id>: optional harness metadata
  • --inputs <semicolon-separated>: optional override from UNITS.csv
  • --outputs <semicolon-separated>: optional output override; defaults are outline/section_bindings.jsonl and outline/section_binding_report.md
  • --checkpoint <C*>: optional harness metadata

Examples

  • Bind papers to chapters before H3 decomposition:
    • uv run python .codex/skills/section-bindings/scripts/run.py --workspace <workspace> --inputs 'papers/core_set.csv;outline/chapter_skeleton.yml;papers/papers_dedup.jsonl' --outputs 'outline/section_bindings.jsonl;outline/section_binding_report.md'

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