research-methodology
Skill27 starsChanged 3 months agoNo licenceView on GitHub
Entry point and router for pengsida's research methodology (CV/graphics, CCF 优博). Carries the lifecycle map, the five decision rules that override defaults when they conflict, the anti-pattern table, and routing to the six methodology skills and the five bundled execution skills. Load this first when the request spans stages, when it is unclear where in the lifecycle the user is, or when the user asks you to implement or pursue an idea with no evidence it cleared the novelty gate — those are exactly the requests that look narrow from outside and cost months when mis-scoped. When the request unambiguously names one stage — a failing experiment, a paragraph that reads badly, a rebuttal to write — go straight to that skill instead; routing through here would add a hop without adding a decision. 中文触发:科研流程、研究方法论、怎么做科研、做一篇论文、科研卡住了、不知道该干什么、这个项目该怎么推进。
16 other projects use a version of this.
Adopted by
Most recently taken up by
- komluk/scaffoldingtheir own version, first seen Nov 7, 2026
- SWEStash/swe-workflow-skillstheir own version, first seen Nov 1, 2026
- irahardianto/awesome-agvtheir own version, first seen Oct 14, 2026
- poemswe/co-researchertheir own version, first seen Oct 13, 2026
- The-Focus-AI/standardstheir own version, first seen Oct 12, 2026
- onegreyonewhite/research-methodologytheir own version, first seen Sep 18, 2026
Used with
Projects with it also use context-engineering, security-audit and 1 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.
mrgoonieSkillcontext-engineering
Master context engineering for AI agent systems. Use when designing agent architectures, debugging context failures, optimizing token usage, implementing memory systems, building multi-agent coordination, evaluating agent performance, or developing LLM-powered pipelines. Covers context fundamentals, degradation patterns, optimization techniques (compaction, masking, caching), compression strategies, memory architectures, multi-agent patterns, LLM-as-Judge evaluation, tool design, and project development.
Also in 3 projects that use this
CloudflareSkillsecurity-audit
Security guidance and vulnerability review for codebases, APIs, services, CLI tools, libraries, and daemons. Use for security questions, focused reviews, vulnerability research, security audits, or pen tests. Run the complete workflow only for explicit codebase audit or pen-test requests, full/comprehensive/end-to-end reviews, or requested report artifacts.
Also in 3 projects that use this
BlockSkillfrontend-design
Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, or applications. Generates creative, polished code that avoids generic AI aesthetics.
Also in 3 projects that use this
Other versions16 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 16
- VAMFI/claude-user-memory★ 206same name
- magnus919/agent-skills★ 172same name
- irahardianto/awesome-agv★ 157same name
- poemswe/co-researcher★ 135same name
- komluk/scaffolding★ 16same name
- stupidZZ/skills★ 9same name
- KhaledSaeed18/dotclaude★ 5same name
- ntaffzii/Skill-Agents★ 4same name
- nic095layson/claude★ 1same name
- onegreyonewhite/research-methodology★ 1same name
6 more not listed
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 repository11 other files it gives its agents.
- figure-composerSkill
- figure-styleSkill
- literature-reviewSkill
- paper-narrativeSkill
- paper-revisionSkill
- paper-self-reviewSkill
- paper-writingSkill
- pdf-exploreSkill
- research-experimentSkill
- research-ideationSkill
- research-projectSkill
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
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.

