ReddRadar
Topic: research-project
100 skills in this topic.
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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.
**Use when**: you are in C5 (prose allowed) and need the paper-like shell to stop the draft reading like stitched subsections.
**Skip if**: `Approve C2` is missing in `DECISIONS.md`, or `citations/ref.bib` is missing.
**Network**: none.
**Guardrail**: no invented facts/citations; no pipeline jargon in final prose; no repeated evidence disclaimers; only use keys present in `citations/ref.bib`.
WILLOSCAR/research-units-pipeline-skills 377
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extraction-form
Extract study data into a structured table (`papers/extraction_table.csv`) using the protocol’s extraction schema.
**Trigger**: extraction form, extraction table, data extraction, 信息提取, 提取表.
**Use when**: systematic review 在 screening 后进入 extraction（C3），需要把纳入论文按字段落到 CSV 以支持后续 synthesis。
**Skip if**: 还没有 `papers/screening_log.csv` 或 protocol 未锁定。
**Network**: none.
**Guardrail**: 严格按 schema 填字段；不要在此阶段写 narrative synthesis（那是 `synthesis-writer`）。
WILLOSCAR/research-units-pipeline-skills 377
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exercise-builder
Add exercises to each tutorial module (inputs, expected outputs, verification steps) and update `outline/module_plan.yml`.
**Trigger**: exercises, practice, verification checklist, 教程练习, 可验证作业.
**Use when**: 已有模块计划（`outline/module_plan.yml`），需要为每个模块补齐至少 1 个可验证练习以形成 teaching loop。
**Skip if**: 还没有 module plan（先跑 `module-planner`）。
**Network**: none.
**Guardrail**: 每个练习必须包含 expected output + verification steps；避免只给“思考题”无验收。
WILLOSCAR/research-units-pipeline-skills 377
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evidence-selfloop
Evidence self-loop for surveys: read evidence bindings + evidence packs, then write an actionable upstream TODO plan (which stage/skill to fix) before writing more prose.
Writes `output/EVIDENCE_SELFLOOP_TODO.md`.
**Trigger**: evidence self-loop, evidence loop, evidence gaps, binding gaps, blocking_missing, 证据自循环, 证据缺口回路.
**Use when**: C4 outputs exist (`outline/evidence_bindings.jsonl`, `outline/evidence_drafts.jsonl`) but writing looks hollow or C5 is BLOCKED due to thin evidence.
**Skip if**: you are still pre-C3 (no notes/evidence bank yet), or you want to draft anyway and accept a lower evidence bar.
**Network**: none.
**Guardrail**: analysis-only; do not edit evidence/writing artifacts; do not invent facts/citations; only write the TODO report.
WILLOSCAR/research-units-pipeline-skills 377