researcher

researcher is a Research reports & synthesis skill for AI agents, published by alecs5am in the ralphy repository on GitHub. Skillspace rates researcher C (72/100) and it passed the safety scan; the rating is based on static analysis only.

Deep-research workflow for UGC reference material — turns one or more URLs / handles / trend queries into a single cited research report (report.md + sources.json) that a scenarist or art-director can act on. Aggregates the per-URL `ralphy ref` chain (yt-dlp pull → frames → transcript → vision → audio-describe → blueprint) and adds a cross-source LLM synthesis pass on top. USE WHEN the user drops a URL on TikTok / Reel / Shorts / YouTube / X / Reddit, mentions an `@handle` to audit, asks "how do they do X", asks "what's trending in <niche>", asks for a competitor breakdown, or wants a style report across multiple references. TRIGGER (EN): "research X", "analyze @handle", "break down this TikTok / Reel / Shorts", "how do they do this", "find how X is done", "what's trending in <niche>", "competitor audit", "extract style from <url>". See body for ALSO FIRE / DO NOT FIRE / HARD INVARIANTS.

Grade
C
Quality
72 / 100
Safety
Passed
GitHub stars
108

Unproven: rated by static analysis only, not yet compared head-to-head.

Our two independent classifiers differ on this skill's category, so treat the placement as provisional.

This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.

Our review

Architecture
84 / 100
Maturity
Structured: ships references or scripts
Security scan
No issues found
License
Apache-2.0
Adoption
Adopted by 0 other repositories, in 0 collections

Not checked yet

  • Not judged on the rubric yet (not a contender in its category)
  • No blind task eval yet
  • Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
  • Sibling files (scripts, references) not fetched; security scan covers SKILL.md only

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