mind-stinger

mind-stinger is an Agent frameworks & building agents skill for AI agents, published by legioncodeinc in the that-git-life repository on GitHub. Skillspace rates mind-stinger B (87/100) and it passed the safety scan; the rating is based on static analysis only.

Reviews, refactors, audits, and extends the cognitive layer of the deploying product — coach/agent routing, prompt cascade, RAG / GraphRAG, three-tier memory, observability, evaluation, multimodal pipeline, agent orchestration, matching, and onboarding. Encodes the recommended canonical stack (Qdrant + Cohere rerank-v3.5 + Valkey + OpenRouter + Llama 3.3 70B / 3.1 8B / 3.2 11B vision + Deepgram) as the default. The host product can override via `library/knowledge-base/ai/`. Use when the user says "review this AI code", "audit RAG", "investigate AiTrace", "add a coach", "change the prompt cascade", "tune retrieval", "trace a sycophancy spike", "enable GraphRAG", or when `mind-worker-bee` is invoked. Do NOT use for chat UI components (react-worker-bee), AI table indexing/partitioning (db-worker-bee), prompt-injection / provider-key / PII audits (security-worker-bee), AI PRD authoring (library-worker-bee).

Grade
B
Quality
87 / 100
Safety
Passed
GitHub stars
72

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.

View source on GitHublegioncodeinc/that-git-life

Our review

Architecture
100 / 100
Maturity
Packaged: licensed, with a version or references
Security scan
No issues found
License
Not declared. Check the repository before reusing it.
Adoption
Adopted by 1 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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