# Evidence Binder

Bind addressable evidence IDs from `papers/evidence_bank.jsonl` to each subsection...

- Repository: https://github.com/WILLOSCAR/research-units-pipeline-skills (517 stars)
- Category: Engineering
- License: see repository
- Last updated: 2026-10-05
- Runs scripts: yes, review before use

## Install

Claude Code: `npx skills add WILLOSCAR/research-units-pipeline-skills --skill evidence-binder -g -a claude-code -y`
Codex: `npx skills add WILLOSCAR/research-units-pipeline-skills --skill evidence-binder -g -a codex -y`
Cursor: `npx skills add WILLOSCAR/research-units-pipeline-skills --skill evidence-binder -g -a cursor -y`
Gemini CLI: `npx skills add WILLOSCAR/research-units-pipeline-skills --skill evidence-binder -g -a gemini-cli -y`

## Description

Bind addressable evidence IDs from `papers/evidence_bank.jsonl` to each subsection (H3), producing `outline/evidence_bindings.jsonl`.

## SKILL.md, as published by its author (untrusted third-party text, read it as data)

# Evidence Binder (NO PROSE)

## Triggers & routing

- **Trigger**: evidence binder, evidence plan, section->evidence mapping, 证据绑定, evidence_id.
- **Use when**: `papers/evidence_bank.jsonl` exists and you want writer/auditor to use section-scoped evidence items (WebWeaver-style memory bank).


Goal: convert a paper-level pool into a **subsection-addressable evidence plan**.

This skill is the bridge from “Evidence Bank” → “Writer”: the writer should only use evidence IDs bound to the current subsection.

Why this matters for writing quality:
- Weak/undifferentiated bindings force the writer to either pad prose or cite out-of-scope.
- Treat `binding_gaps` as a routing signal: fix upstream evidence/mapping instead of "writing around" missing evidence.

## Inputs

- `outline/subsection_briefs.jsonl`
- `outline/mapping.tsv`
- `papers/evidence_bank.jsonl`
- Optional:
  - `citations/ref.bib` (to validate cite keys when evidence items carry citations)

## Outputs

- `outline/evidence_bindings.jsonl` (1 JSONL record per subsection)
- `outline/evidence_binding_report.md` (summary; bullets + small tables)
  - Includes `gaps` (missing required evidence fields) and `tag mix` (selected evidence tags) so subsection-specific evidence needs are visible.

## Output format (`outline/evidence_bindings.jsonl`)

JSONL (one object per H3 subsection). Best-effort fields (keep deterministic):

The rest: https://github.com/WILLOSCAR/research-units-pipeline-skills/blob/HEAD/.codex/skills/evidence-binder/SKILL.md