Survey prior art and synthesize web sources with local codebase summaries.
npx skills add https://github.com/Olatisunkanmi/claudefiles --skill mine-prior-art
Please help me install this Agent Skill. Skill: mine.prior-art Source: https://github.com/Olatisunkanmi/claudefiles/tree/main/skills/mine.prior-art Command: npx skills add https://github.com/Olatisunkanmi/claudefiles --skill mine-prior-art
Surface external best practices, reference implementations, and common patterns so teams can make informed design decisions without reinventing solutions or missing established tradeoffs.
Ask the assistant to "Prior art for approaches to hot/cold memory in LLM agents" to produce a web-research summary and a combined brief.
High-intent search queries and answers about installing and using this skill.
To survey prior art for a software architecture problem, run targeted web searches to collect 5-8 cited sources, then synthesize them with a lightweight local codebase summary into a combined brief highlighting patterns and tradeoffs.
Researching technology patterns before implementation involves gathering documentation and reference implementations via web search, comparing them against your current codebase constraints, and generating a concise brief with recommendations and anti-patterns.
Yes, you can compare external best practices with your current codebase by generating a short summary of how your local codebase approaches the topic to highlight gaps and constraints alongside external web research findings.
Gather reference implementations for a technical topic survey by running web-first searches that collect documentation, blog posts, and talks, saving the results into a web-research.md file for later synthesis.
Exploring prior art for engineering discussions generates a web-research.md file containing cited sources and a brief.md file that merges web findings with local context into a concise prior-art brief saved to a temporary directory.
outfitter-devSynthesize multi-source research findings with authority assessment and confidence calibration.
carterbsIdentify and document codebase architecture, patterns and design decisions.
frumu-aiResearch specified topics and synthesize findings into cited briefs.
whawkinsivAudit web codebases for SEO and AI visibility issues and produce prioritized remediation plans.
