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Search .ai/memory for keywords, topics, or ADR numbers before loading large files. Use when you need relevant memory without reading patterns.md or all ADRs whole.
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Based on SOC occupation classification
Work with Storybook in apps/ui (colocated stories, MSW, TanStack Start, Storybook MCP). Use when writing or updating stories, using the ctxpipe-storybook MCP, previewing components in Storybook, or when adding new UI components or pages in apps/ui.
React UI patterns for apps/ui—Effects vs rendering, TanStack Query for all server data, useMemo, keys, event handlers. Start here when creating or editing React components.
Initialize the ConKeeper memory system for the current project. Creates the directory structure and starter files for persistent AI context.
Track recurring session friction and success patterns across memory (sessions/, patterns). Use periodically or when improving agent instructions—not every turn.
Lightweight session retrospective: summarize what worked, what confused the agent, and propose a sessions/ note or pattern bullet. Use after substantial tasks or before handoff.
PROACTIVE — Update project memory when: (1) architectural/tooling decisions, (2) user corrections, (3) preferences/conventions, (4) non-inferrable project context. Uses auto-apply for low-risk writes; ADR creation/edits require user confirmation unless user opted into full auto.
| name | memory-search |
| description | Search .ai/memory for keywords, topics, or ADR numbers before loading large files. Use when you need relevant memory without reading patterns.md or all ADRs whole. |
Targeted retrieval across .ai/memory/ to support gradual discovery (small context budget).
patterns.md — search may return one section to opengrep / ripgrep) scoped to .ai/memory/:
rg -i "keyword" .ai/memory --glob '*.md'.ai/memory/decisions/.ai/memory/patterns.md (also try @topic: — e.g. rg "@topic: backend" .ai/memory/patterns.md).ai/memory/glossary.mdrg '@category: convention' .ai/memory/patterns.mdpatterns.md, read that ## section only (see Contents)