research-synthesis
Skill209 starsChanged 3 months agoMITView on GitHub
Web research and synthesis using agy CLI
26 other projects use a version of this.
Adopted by
Most recently taken up by
- TrueImmortal82/open-code-skillstheir own version, first seen Nov 8, 2026
- nisarth/claude-skills-storetheir own version, first seen Nov 8, 2026
- sander217/sanstudiotheir own version, first seen Nov 8, 2026
- okou-ai/okou-skillstheir own version, first seen Nov 4, 2026
- michaelalber/ai-toolkittheir own version, first seen Nov 1, 2026
- fullstackinnoAI/skillstheir own version, first seen Nov 1, 2026
Used with
Projects with it also use competitive-analysis, literature-review 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.
AnthropicSkillcompetitive-analysis
Framework for building competitive landscape decks — market positioning, competitor deep-dives, comparative analysis, strategic synthesis. Use when the user asks for a competitive landscape, competitor analysis, peer comparison, market positioning assessment, strategic review, or investment memo deck. Also triggers on "who are the competitors to X", "benchmark X against peers", "build a market map", or any request to systematically evaluate competitive dynamics across an industry.
Also in 3 projects that use this
JDerekLomasSkillliterature-review
Conduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic Scholar, etc.). This skill should be used when conducting systematic literature reviews, meta-analyses, research synthesis, or comprehensive literature searches across biomedical, scientific, and technical domains. Creates professionally formatted markdown documents and PDFs with verified citations in multiple citation styles (APA, Nature, Vancouver, etc.).
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 4 projects that use this
Other versions26 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 26
- anthropics/knowledge-work-plugins★ 35ksame name
- poemswe/co-researcher★ 135same name
- okou-ai/okou-skills★ 81same name
- vm0-ai/vm0-skills★ 81same name
- henrique-simoes/Istara★ 15same name
- shub-rajput/design-superskills★ 10same name
- MUZI-LYY/design-team-ai-skills★ 9same name
- shayan-m81/layerwright★ 8same name
- michaelalber/ai-toolkit★ 3same name
- tomwangowa/agent-skills★ 2same name
16 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 repository16 other files it gives its agents.
- AGENTS.mdAGENTS.md
- backup-skillSkill
- brainstormingSkill
- code-reviewSkill
- content-draftSkill
- cost-analyticsSkill
- daily-standupSkill
- devops-auditSkill
- goal-plannerSkill
- heartbeatSkill
- meeting-minutesSkill
- memory-consolidationSkill
- project-plannerSkill
- systematic-debugSkill
- tdd-cycleSkill
- _templateSkill
The file
We split this skill into the rules it gives an agent
2 rules. 0 are common, 2 are distinctive, and 0 are very specific to this project.
0
Common
Most of the 24 edited versions we read keep these.
2
Distinctive
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 23
Search web via agy CLI for multiple sources
- Distinctive: line 27
Add citations and source metadata
“Common” is measured: kept by at least 6 in 10 of the 24 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Research Synthesis
Description
Performs multi-source web research on a topic, synthesizes findings into a structured report with citations, key insights, and actionable recommendations.
When to Use
- Investigating a new technology
- Competitive analysis
- Learning a new topic
- Market research
- Technical deep-dive
Process
- Define research scope and questions
- Search web via agy CLI for multiple sources
- Extract key findings per source
- Cross-reference and validate
- Synthesize into structured report
- Add citations and source metadata
Output
Research report with sections: summary, findings, sources, recommendations
Agent Assignment
- Primary: agy
- Fallback: opencode (for formatting only)
Does it work?
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