Design and evaluate maintainable application architecture and boundaries.
Turn ambiguous feature requests into explicit, testable requirements.
Expert skill for membrane filtration and separation system design including process selection, flux calculations, fouling analysis, and…
Redis integration. Manage data, records, and automate workflows. Use when the user wants to interact with Redis data.
Meme coin and token security audit — rug pull detection (honeypot, hidden mint, fee manipulation, LP lock bypass), Solana SPL token…
Create meme PNGs from templates with Pillow text overlay.
Generates Memento pattern for PHP 8.4. Creates state capture and restoration mechanism for undo/redo functionality, with originator…
Show Memoir status for the current Codex project: store path, branch, commit count, memory count, and namespaces.
Multi-platform content distribution across X, LinkedIn, Threads, and Bluesky.
X/Twitter API integration for posting tweets, threads, reading timelines, search, and analytics.
Use when durable project knowledge, gotchas, workflows, or repeated fixes should become reusable agent guidance instead of ordinary memory.
Use when the user mentions memory leak prevention, code review for memory issues, or proactive leak checking.
Capture the current state of a working thread or conversation into a single coherent Basic Memory note — synthesize where it landed, don't…
Distinguish current Memory selection, useful durable residue and stronger-owner work without making Memory a required closeout step.
Use when you see memory warnings, 'retain cycle', app crashes from memory pressure, or when asking 'why is my app using so much memory'…
Knowledge graph orchestration layer with entity extraction, natural language query parsing, deduplication (>85% similarity), and…
Manage entity status transitions in Basic Memory: archive completed work, move notes between status folders, update frontmatter, and…
How to write well-structured Basic Memory notes: frontmatter, observations with semantic categories, relations with wiki-links, and best…
Promote an inbox capture or session extract into a compiled vault note on main.
Sleep-time memory reflection: review recent conversations and daily notes, extract insights, and consolidate into long-term memory.
Research an external subject using web search, synthesize findings into a structured Basic Memory entity.