Review seekdb pull requests and diffs for high-signal correctness, resource-lifetime, concurrency, current-version state-consistency, credential-exposure, workflow-security, performance, and test-evidence defects. Use when reviewing changes to seekdb C++, Rust, build, CI, or test code; report only actionable Blocker…
IMPORTANT: Try ygrep FIRST for all code and file searches before using Grep, Glob, or Task explore. ygrep uses a pre-built full-text index and returns results in milliseconds. Fall back to built-in tools only if ygrep returns no results.
IMPORTANT: Try ygrep FIRST for all code and file searches before using Grep, Glob, or Task explore. ygrep uses a pre-built full-text index and returns results in milliseconds. Fall back to built-in tools only if ygrep returns no results.
A command-line search tool for finding information in a folder of Markdown notes. It can search exact words, titles, tags, and broader meanings in past notes.
Triage context-memory candidates mined from past AI coding sessions. Use when the user says "triage memory", "review memory", "mine memory", "/memory", or asks what durable facts their session history contains. Runs the mine, clusters paraphrased candidates, judges which facts generalize beyond the session they came…
Recall what was done on a specific project or topic from past AI coding sessions. Use when the user says "what did I do on [project]", "recall [topic]", "history of [project]", "when did I last work on [thing]" — but also when they reference prior work without asking for history explicitly: "didn't we already fix…
Generate a comprehensive summary of AI coding sessions from the past week. Use when the user says "weekly summary", "what did I do this week", "summarize my week", "weekly recap", "week in review", or asks for a summary of recent work across projects.
Search the user's local files with dowse, a Windows full-text search index (Chinese + English, PDF/txt/md/code). Use this when the user asks you to find something on their disk — a note, a doc, a config, "that file about X" — instead of grepping the whole filesystem.
Saves and searches past Claude Code sessions so context, decisions, and code persist across conversations. Use when user says 'remember this', 'save this session', 'recall', 'search past sessions', 'what did we discuss about', or 'find previous work on'. Do NOT use for general file storage, note-taking, or bookmark…
A command-line tool for managing SiYuan notebooks, documents, blocks, tags, searches, imports, exports, resources, and synchronization. SiYuan is a note-taking application, and the tool requires a running, authenticated SiYuan instance.
Recall past AI coding sessions as long-term memory. Use at the START of any non-trivial task, and whenever the user references earlier work ("like we did before", "the X we set up", "last time", "that bug fix"), asks who/when a file was changed, or you need context that predates this conversation. Runs the local…
Capture a work-session insight, lesson, decision, or "this could be a blog post" moment into an ai-journal-mcp managed journal via the addentry MCP tool. Use when the user says to journal/log/record something, or at the end of a session worth remembering. Journal-agnostic — works with whatever journals are configured.
Keep an ai-journal-mcp journal healthy — rebuild the search index, regenerate JOURNAL.md and theme views after hand edits, and check for orphans, duplicates, or unthemed entries. Use after bulk-editing entry files, after moving entries outside addentry, when search looks stale, or for a periodic health check.
A project-start briefing that searches a team's knowledge base for past pitfalls, decisions, recent changes, and people familiar with the work. It is intended for new tasks, issues, and bug fixes.
A procedure for transferring recorded project decisions and lessons from a local ledger into a team knowledge base, then clearing the processed entries.