Validate untrusted input at backend boundaries and keep business rules in the correct layer.
Meilisearch search engine patterns -- client setup, indexing, search, filtering, facets, geo search, multi-tenancy, task management
Transform a verified raw result bundle or equivalent traceable measurements into reproducible derived tables, metric definitions…
Quick commit and push with minimal, clean messages
This skill should be used when the user asks to "create a skill", "build a skill", "write a skill", "improve skill structure", "understand…
Use when extracting entities and relationships from text, when building dynamic knowledge graphs, when wanting to upgrade from static OKF…
Mem0 memory layer integration for AI agents.
Automate Memberspot tasks via Rube MCP (Composio).
Redis integration. Manage data, records, and automate workflows. Use when the user wants to interact with Redis data.
Create meme PNGs from templates with Pillow text overlay.
Use when durable project knowledge, gotchas, workflows, or repeated fixes should become reusable agent guidance instead of ordinary memory.
Audits and purges redundant or non-actionable AI memory records to maintain grounded, high-impact long-term context.
Bridge Claude Code auto-memory into AgentDB with ONNX embeddings, deduplicate, and enable unified cross-project search
Reflective pass over your memory files — merge duplicates, fix stale facts, prune the index.
Agent skill for memory-coordinator - invoke with $agent-memory-coordinator
Curate the Basic Memory knowledge graph: find orphan notes and suggest links, propose typed relations, merge duplicates, audit tags and…
Turn travel or lifestyle photos into 4:5 memory-diary pages pairing real photography with a watercolor and colored-pencil interpretation…
Memory leak detection and analysis for Node.js, Python, and browsers
Append a structured event to a consumer's semantic memory log
Comprehensive memory management for agents.
Optimizes the memory footprint of a named function, feature, or module in embedded firmware.