Agent skill

idea-brief

Lock an ideation run into a single-source-of-truth brainstorm brief (`output/trace/IDEA_BRIEF.md`) and a replayable multi-query plan (`queries.md`). **Trigger**: idea brief, ideation brief, research ideas, brainstorm, 找 idea, 选题, 点子, 找方向. **Use when**: the user wants research ideas and their input is long / multi-turn; you need to clarify topic + constraints before retrieval. **Skip if**: the goal is to write a survey draft directly (use `arxiv-survey*` pipelines instead). **Network**: none. **Guardrail**: do not invent papers/citations; do not start retrieval here; keep the brief structured (no long prose).

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Install this agent skill to your Project

npx add-skill https://github.com/WILLOSCAR/research-units-pipeline-skills/tree/main/.codex/skills/idea-brief

SKILL.md

Idea Brief

Turn a fuzzy ideation request into an auditable brainstorm contract for the later ideation stack.

This skill does not retrieve papers. It only locks topic, audience, constraints, exclusions, rubric, query buckets, and target artifact shape into:

  • output/trace/IDEA_BRIEF.md
  • queries.md
  • DECISIONS.md

Inputs

  • GOAL.md
  • DECISIONS.md
  • queries.md

Outputs

  • output/trace/IDEA_BRIEF.md
  • queries.md
  • DECISIONS.md

Execution notes

This skill starts from GOAL.md, then refines the topic/constraints into output/trace/IDEA_BRIEF.md, updates queries.md, and records blockers or approvals in DECISIONS.md.

Read references/overview.md before changing the package shape or the brief contract. assets/brief_contract.json is the machine-readable source for:

  • required brief sections
  • goal / audience framing
  • rubric rows
  • query bucket templates
  • default exclusions
  • focus placeholder
  • shared table/open-question text
  • decisions bootstrap text

Script

Quick Start

  • python .codex/skills/idea-brief/scripts/run.py --workspace <workspace_dir>

All Options

  • --workspace <dir>
  • --unit-id <id>
  • --inputs <a;b;...>
  • --outputs <a;b;...>
  • --checkpoint <C*>

Examples

  • python .codex/skills/idea-brief/scripts/run.py --workspace workspaces/<ws>

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WILLOSCAR/research-units-pipeline-skills

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对中文毕业论文进行编译、warning 分级、模板模式检查、数据与引用复查,并把问题回写成可继续迭代的 review checklist。 **Trigger**: 毕业论文编译检查, thesis compile review, warning 分级, 终稿复查, main.pdf 检查. **Use when**: 论文已经回写到 TeX 交付层,需要确认是否真正达到“可提交”的质量,而不是只做到能编译。 **Skip if**: 还处于中间层重构阶段,`chapters/*.tex` 尚未形成稳定交付稿。 **Network**: none. **Guardrail**: 不在这里重构章节主线;如果发现结构问题,明确回退到上游修复。

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WILLOSCAR/research-units-pipeline-skills

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WILLOSCAR/research-units-pipeline-skills

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维护中文毕业论文的 `codex_md/question_list.md`:把本轮问题、边界、优先级、协作方案和验收口径结构化,作为整条 thesis pipeline 的控制面。 **Trigger**: 毕业论文问题清单, thesis question list, 论文修改清单, 本轮目标, 结构问题梳理, review问题整理. **Use when**: 你已经有一批材料或上一轮 review 结果,需要明确这一轮到底修什么、不修什么,并给后续重构与编译复查提供统一入口。 **Skip if**: 当前只是在做一次性局部措辞修改,且没有形成新一轮结构/证据/编译问题。 **Network**: none. **Guardrail**: 不在这里写正文;不把问题单写成长篇散文;每条问题必须可执行、可验收。

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WILLOSCAR/research-units-pipeline-skills

novelty-matrix

Create a novelty/prior-work matrix comparing the submission’s contributions against related work (overlaps vs deltas). **Trigger**: novelty matrix, prior-work matrix, overlap/delta, 相关工作对比, 新颖性矩阵. **Use when**: peer review 中评估 novelty/positioning,需要把贡献与相关工作逐项对齐并写出差异点证据。 **Skip if**: 缺少 claims(先跑 `claims-extractor`)或你不打算做新颖性定位分析。 **Network**: none (retrieval of additional related work is out-of-scope unless provided). **Guardrail**: 明确 overlap 与 delta;尽量给出可追溯证据来源(来自稿件/引用/作者陈述)。

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WILLOSCAR/research-units-pipeline-skills

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WILLOSCAR/research-units-pipeline-skills

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