deli-autoresearch
Skill155 starsChanged 3 months agoAGPL-3.0View on GitHub
A protocol framework for long-horizon autonomous research tasks. Targets three empirically-observed failure modes — cognitive loops, stalling, runtime fragility — by prescribing state management, stall detection, and watchdog mechanisms. Use when the user asks for academic research, literature surveys, paper writing, or any unattended multi-day research task. Triggers: academic research, 学术研究, literature review, 文献综述, paper writing, 论文写作, ICLR survey, autonomous research.
We split this skill into the rules it gives an agent
3 rules. About 0 are common, 1 is distinctive, and 2 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈1
Distinctive · estimate
This author's own choices. Worth a look.
2
Very specific
Tied to their project's names, files or tools. Probably skip.
Licensed with conditions — read it at the source. We count its rules but don't quote them. Read them on GitHub.
≈ “Common” is an estimate: at least 1 in 5 of the 308,232 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Other versions1 project uses a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 1
- ziwangprincex/deli-autoresearch-skill-protocol★ 1same name
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository49 other files it gives its agents.
- AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- ad-copywriterSkill
- ad-creativeSkill
- campaign-plannerSkill
- churn-preventionSkill
- code-arch-optimizerSkill
- code-safety-auditSkill
- code-to-chartSkill
- content-research-writerSkill
- copy-editorSkill
- copywritingSkill
- customer-reply-craftSkill
- database-inspectorSkill
- deep-researchSkill
- minimax-docxSkill
- ecom-copy-assistantSkill
- frontend-designSkill
- git-repo-auditSkill
- humanizer-zhSkill
- imap-smtp-emailSkill
- legal-contract-genSkill
- legal-risk-analyzerSkill
- log-diagnosticSkill
- marketing-writerSkill
- meeting-recapSkill
- paper-review-coachSkill
- minimax-pdfSkill
- presentation-studioSkill
- process-docSkill
- programming-tutorSkill
- py-perf-analyzerSkill
- regression-insightSkill
- research-advisorSkill
- research-paper-refinerSkill
- research-writerSkill
- saas-analyzerSkill
- saas-metrics-coachSkill
- scientific-problem-selectionSkill
- seo-auditSkill
- skill-creatorSkill
- smart-commit-genSkill
- sql-tutorSkill
- viral-writerSkill
- web-searchSkill
- web-security-auditSkill
- xindaya-translatorSkill
- minimax-xlsxSkill
- zhiyuan-expert-managerSkill
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
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.