Agent skills for Windsurf (legacy)

Validate untrusted input at backend boundaries and keep business rules in the correct layer.

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.

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.

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.

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

Comprehensive memory management for agents.

Optimizes the memory footprint of a named function, feature, or module in embedded firmware.

Sleep-time memory reflection: review recent conversations and daily notes, extract insights, and consolidate into long-term memory.

Reviews stored memory quality by detecting duplicates, contradictions, and stale entries with actionable recommendations.

Memory-safe Python script patterns for long-running processes under systemd MemoryMax constraints.

SOTA semantic search — hybrid (sparse+dense), Graph RAG multi-hop, MMR diversity reranking, recency weighting

This skill should be used when the user asks to "configure storage", "set up retention policies", "configure GDPR mode", "tune memory…