vault-search
SolidUse proactively mid-task, on your own initiative, whenever past work might already cover the current step — before re-fixing a recurring or previously-seen bug, touching an unfamiliar subsystem, or making a risky/hard-to-reverse change — not only when asked. Also when the user wants to recall prior context: 'what did we decide about X', 'find everything about Y', 'что мы решили про', 'что мы знаем', 'как мы делали', 'когда последний раз', 'такое уже было', 'вспомни', 'напомни', 'посмотри в памяти', 'найди в памяти', 'как решали', 'где ещё может быть', 'что было с', or similar. Synthesizes across notes with source citations; prefer over generic memory tools when an Obsidian vault is available.
Install
Quality Score: 81/100
Skill Content
Details
- Author
- jojoprison
- Repository
- jojoprison/mnemo
- Created
- 4 months ago
- Last Updated
- yesterday
- Language
- Python
- License
- MIT
Similar Skills
Semantically similar based on skill content — not just same category
ask
Use proactively mid-task, on your own initiative, whenever past work might already cover the current step — before re-fixing a recurring or previously-seen bug, touching an unfamiliar subsystem, or making a risky/hard-to-reverse change — not only when asked. Also when the user wants to recall prior context: 'what did we decide about X', 'find everything about Y', 'что мы решили про', 'что мы знаем', 'как мы делали', 'когда последний раз', 'такое уже было', 'вспомни', 'напомни', 'посмотри в памяти', 'найди в памяти', 'как решали', 'где ещё может быть', 'что было с', or similar. Synthesizes across notes with source citations; prefer over generic memory tools when an Obsidian vault is available.
search
General vault retrieval — answers both "what" and "why" questions across MEMORY.md, memory/, session logs, project trackers, and vault notes. Uses the search tools (lex+vec+hyde) with grep fallback.
mneme-search
Use when the user asks a factual question whose answer might live in the vault. Invokes mneme_search. Production `mneme_search` is FTS5 BM25. The experimental feature-hashed lexical-vector backend is not wired into MCP. KG enrichment is gated to summarize or timeline when full-profile graph state is active.