deliverable-selfloop

Score an existing reader-facing deliverable and emit a deterministic PASS/FAIL scorecard plus bounded repair plan; use after synthesis, not to rewrite content.

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Repositorio: WILLOSCAR/research-units-pipeline-skills
Última actividad en el origen: 21 de julio de 2026 a las 18:04
Idioma detectado de SKILL.md: inglés
Estrellas: 497
Forks: 38

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npx skills add https://github.com/WILLOSCAR/research-units-pipeline-skills --skill deliverable-selfloop

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evidence-draft

Create per-subsection evidence packs (NO PROSE): claim candidates, concrete comparisons, evaluation protocol, limitations, plus citation-backed evidence snippets with provenance. **Trigger**: evidence draft, evidence pack, claim candidates, concrete comparisons, evidence snippets, provenance, 证据草稿, 证据包, 可引用事实.

2026-08-02

front-matter-writer

Write the survey's front matter files (Abstract, Introduction, Related Work, Discussion, Conclusion) in paper voice, with high citation density and a single evidence-policy paragraph. **Trigger**: front matter writer, introduction writer, related work writer, abstract writer, discussion writer, conclusion writer, 引言, 相关工作, 摘要, 讨论, 结论.

2026-08-02

latex-scaffold

Scaffold a LaTeX project (`latex/main.tex`, optional bibliography wiring, structure) from an existing Markdown draft. **Trigger**: latex scaffold, md→tex, LaTeX 项目骨架, 生成 main.tex. **Use when**: 需要 LaTeX/PDF 交付（例如 arxiv-survey-latex pipeline），且 draft 已生成/已进入写作阶段。

2026-08-02

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Deliverable Self-Loop

Runs the final quality gate for a reader-facing deliverable and always writes a PASS/FAIL report.

Inputs

Primary input depends on the active pipeline contract:

brief deliverable

paper-review deliverable

evidence-review deliverable

idea memo bundle

tutorial deliverable

Output

output/DELIVERABLE_SELFLOOP_TODO.md

for research-brief: output/BRIEF_SCORECARD.md and output/BRIEF_SCORECARD.json

for paper-review: output/REVIEW_SCORECARD.md and output/REVIEW_SCORECARD.json

for idea-brainstorm: output/IDEA_SCORECARD.md and output/IDEA_SCORECARD.json

for evidence-review: output/EVIDENCE_SCORECARD.md and output/EVIDENCE_SCORECARD.json

Dispatch rule

The gate should dispatch by pipeline contract first:

quality_contract.deliverable_kind

Only fall back to legacy profile-name checks when contract metadata is missing.

Script boundary

scripts/run.py should:

detect the active deliverable contract

run the matching evaluator

always write a report

It should not mutate the deliverable itself.

Acceptance

report exists

report contains - Status: PASS or - Status: FAIL

PASS only when the active deliverable satisfies its minimum section / artifact contract

research-brief additionally requires valid core-set pointers and the configured score threshold

paper-review additionally requires the configured score threshold and all critical rubric dimensions

idea-brainstorm additionally requires traceable anchors, actionable lead directions, and the configured score threshold

evidence-review additionally requires clause-linked screening, complete extraction rows, synthesis pointers, and the configured score threshold

Non-goals

rewriting the deliverable

choosing upstream fixes beyond pointing to the missing contract items

name	deliverable-selfloop
description	Score an existing reader-facing deliverable and emit a deterministic PASS/FAIL scorecard plus bounded repair plan; use after synthesis, not to rewrite content.