agentleFS
callowayprojectcallowayproject/agent-skills/skills/research-pipeline/SKILL.md

research-pipeline

Skill2 starsChanged 3 months agoNo licenceView on GitHub

Runs the full research workflow end-to-end on a topic — plans it, splits it into subtasks, runs the subtasks in parallel, and synthesizes a final report — chaining research-planner, research-task-splitter, and research-coordinator automatically and passing each stage's output file directly to the next. Use whenever the user wants a topic fully researched in one go ("research X and give me a report", "run the full research pipeline on X", "do deep research on X and write it up"), not just one stage of the process. If the user already has a plan or subtasks file and wants to resume from there, start at the matching stage instead of from scratch.

15 other projects use a version of this.

Adopted by

Most recently taken up by

Used with

Projects with it also use experiment-bridge, resubmit-pipeline and 10 more.

Other files people use alongside this one.

Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
  • raja21068Skill

    experiment-bridge

    Workflow 1.5: Bridge between idea discovery and auto review. Reads EXPERIMENT_PLAN.md, implements experiment code, deploys to GPU, collects initial results. Use when user says \"实现实验\", \"implement experiments\", \"bridge\", \"从计划到跑实验\", \"deploy the plan\", or has an experiment plan ready to execute.

    Also in 4 projects that use this

  • raja21068Skill

    resubmit-pipeline

    Workflow 5: orchestrate a text-only resubmit of a polished paper to a different venue under hard constraints (no new experiments, no bib edits, no framework changes, never overwrite prior submissions). Phase 0 physical isolation, Phase 0.5 health + anonymity check, Phase 1 audit (proof / claim / citation), Phase 2 microedits via auto-loop with edit-whitelist + citation-audit --soft-only, Phase 3 kill-argument adversarial gate, Phase 4 final compile + Overleaf push via /overleaf-sync. Use when user says \"resubmit pipeline\", \"重投流程\", \"port paper to <new venue>\", \"resubmit to <venue>\", \"tighten paper for resubmission\", or has a rejected/withdrawn paper to move to a different top venue under tight time budget.

    Also in 4 projects that use this

  • rongaredeSkill

    semantic-scholar

    使用 Semantic Scholar API 检索和验证学术论文。支持并发多关键词搜索、批量 ID/DOI 查询、引用分析、批量补全摘要、统一 Markdown 导出。覆盖 2.14 亿+ 学术论文,无需 API Key 即可使用。触发词:论文检索、论文验证、Semantic Scholar、S2 搜索、查论文、补全摘要、导出MD

    Also in 5 projects that use this

  • +9 more from raja21068

The file

Does it work?

Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.

No reviews yet

People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.

  • It worked
  • Partly
  • It didn't
What did you use it for? e.g. Reviewing pull requests in a Rails app

Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.

Your trail

Files you open will collect here, so you can find them again.

Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.

Now do this for your own.

Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.