analyze-user-interactions

analyze-user-interactions is an LLM evaluation & observability skill for AI agents, published by mgsgde in the whisper-shortcut repository on GitHub. Skillspace rates analyze-user-interactions D (68/100) and it passed the safety scan; the rating is based on static analysis only.

Mine the local user-interaction JSONL logs for systematic failures and propose improvements across system prompts, defaults, code logic, logging, and UI. Use when the user asks for improvements based on actual usage — e.g. "what's going wrong in Dictate Prompt?", "analyze my recent interactions", "find patterns in the logs", "what should we improve based on how I'm using the app?".

Grade
D
Quality
68 / 100
Safety
Passed
GitHub stars
64

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

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

Our review

Architecture
100 / 100
Maturity
Basic: a single SKILL.md
Security scan
No issues found
License
AGPL-3.0
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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