mind-stinger
Reviews, audits, and extends the AI cognitive layer: coach routing, prompt cascade, RAG, three-tier memory, observability, evaluation. Use when reviewing AI code or tuning retrieval.
- License
- AGPL-3.0-or-later
Pinned to revision 4415691ad3b9, so it is the text this page describes rather than whatever the author pushed since.
Files
- skills/mind-stinger/SKILL.md
- skills/mind-stinger/examples/01-add-new-coach-type.md
- skills/mind-stinger/examples/02-rag-audit-walkthrough.md
- skills/mind-stinger/examples/03-aitrace-investigation-low-retrieval.md
- skills/mind-stinger/examples/04-prompt-cascade-change-with-versioning.md
- skills/mind-stinger/examples/05-graphrag-enable-for-new-tenant.md
- skills/mind-stinger/examples/06-document-instruction-boundary.md
- skills/mind-stinger/examples/07-stream-stop-and-replay.md
- skills/mind-stinger/examples/08-memory-consent-and-revocation.md
- skills/mind-stinger/examples/09-tool-scope-and-unknown-effect.md
- skills/mind-stinger/examples/10-multimodal-evidence-review.md
- skills/mind-stinger/guides/00-principles.md
- skills/mind-stinger/guides/00-selection-and-defaults.md
- skills/mind-stinger/guides/01-stack-enforcement.md
- skills/mind-stinger/guides/02-coach-architecture.md
- skills/mind-stinger/guides/03-prompt-cascade.md
- skills/mind-stinger/guides/04-prompt-engineering.md
- skills/mind-stinger/guides/05-prompt-versioning.md
- skills/mind-stinger/guides/06-onboarding-flow.md
- skills/mind-stinger/guides/07-knowledge-base.md
- skills/mind-stinger/guides/08-rag-strategy.md
- skills/mind-stinger/guides/09-vector-payload-schema.md
- skills/mind-stinger/guides/10-cohere-embedding-and-rerank.md
- skills/mind-stinger/guides/11-graphrag.md
- skills/mind-stinger/guides/12-three-tier-memory.md
- skills/mind-stinger/guides/13-context-continuity.md
- skills/mind-stinger/guides/14-multimodal-pipeline.md
- skills/mind-stinger/guides/15-agent-orchestration.md
- skills/mind-stinger/guides/16-observability.md
- skills/mind-stinger/guides/17-evaluation-discipline.md
- skills/mind-stinger/guides/18-matching.md
- skills/mind-stinger/guides/19-llm-provider-config.md
- skills/mind-stinger/guides/20-common-failure-modes.md
- skills/mind-stinger/guides/21-untrusted-context-boundaries.md
- skills/mind-stinger/guides/22-stream-interruption-and-recovery.md
- skills/mind-stinger/guides/23-consented-memory-lifecycle.md
- skills/mind-stinger/guides/24-tool-authority-and-effect-review.md
- skills/mind-stinger/guides/25-multimodal-task-evidence.md
- skills/mind-stinger/guides/svelte-streaming-endpoints.md
- skills/mind-stinger/references/README.md
- skills/mind-stinger/references/generic-embedding-model-choice.md
- skills/mind-stinger/references/generic-eval-platforms.md
- skills/mind-stinger/references/generic-graph-db-choice.md
- skills/mind-stinger/references/generic-llm-gateway-choice.md
- skills/mind-stinger/references/generic-orchestration-frameworks.md
- skills/mind-stinger/references/generic-vector-db-choice.md
- skills/mind-stinger/references/research/distilled-mind-svelte-neon.md
- skills/mind-stinger/references/vectara-naacl-2025-chunking-finding.md
- skills/mind-stinger/reports/README.md
- skills/mind-stinger/reports/audit-template.md
- skills/mind-stinger/scripts/README.md
- skills/mind-stinger/scripts/audit-tenant-id-filters.ts
- skills/mind-stinger/scripts/audit-untraced-llm-calls.ts
- skills/mind-stinger/scripts/coach-routing-audit.ts
- skills/mind-stinger/scripts/retrieval-precision-snapshot.ts
- skills/mind-stinger/templates/agent-context-config.prisma
- skills/mind-stinger/templates/ai-trace-record.ts
- skills/mind-stinger/templates/audit-template.md
- skills/mind-stinger/templates/coach-default-prompt.md
- skills/mind-stinger/templates/eval-rubric.md
- skills/mind-stinger/templates/knowledge-document.ts
- skills/mind-stinger/templates/memory-lifecycle-review.md
- skills/mind-stinger/templates/multimodal-task-review.md
- skills/mind-stinger/templates/platform-config-model-slot.md
- skills/mind-stinger/templates/qdrant-collection-spec.md
- skills/mind-stinger/templates/session-summary.ts
- skills/mind-stinger/templates/stream-interruption-review.md
- skills/mind-stinger/templates/system-prompt-block.md
- skills/mind-stinger/templates/tool-effect-review.md
- skills/mind-stinger/templates/untrusted-context-review.md
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