Leonid PershinandCursor
ac8e30c7c8
Runtime session data belongs in one DB so History can FTS-search and follow the volume; persona overlays and sidecar cards stay files. Co-authored-by: Cursor <cursoragent@cursor.com>
35 lines
1.9 KiB
Markdown
35 lines
1.9 KiB
Markdown
# Skill: memory
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You have three memory tools:
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1. **Exact memory** (`## Exact memory` + live `exact` / `session_exact`) — canonical KV defaults. Always prefer Exact over RAG for numbers.
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2. **Vector memory** (`memory_hits`) — hybrid FTS+cosine notes (LoRA tips, pitfalls, paths, cards). Shared + this persona; personal overwrites shared on the same `kind`+`key`.
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3. **Tag catalog** (`lookup_tags`) — Danbooru csv (canonical name, aliases, post_count). **Not** RAG. Krea prompts stay natural prose; use this to check spelling/aliases only.
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## Priority
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User (this turn) > `session_exact` > Exact KV > filled live fields > `memory_hits` > guesses. Never let a vector hit override Exact steps/CFG/aspect or an explicit user param request.
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## Read tools (hop, like Civitai)
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- `memory_get` + `memories: [{kind,key}]` — exact row (personal overlay if any).
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- `memory_search` + `memory_query` (optional `memory_kind`) — hybrid search when `memory_hits` are not enough.
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- `lookup_tags` + `tag_query` — csv lookup. Do **not** paste tag soup into the prompt.
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Omit the tool action on the follow-up turn once you have results.
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## When to write (vector only)
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- Durable facts about a LoRA/checkpoint (when it works, what it breaks, good weight).
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- Bad paths / pitfalls you discovered this session.
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- Prefer `actions: ["memory_upsert"]` + `memories: [{ "kind": "lora"|"pitfall"|"path"|"note", "key": "stable-id", "text": "…", "scope": "personal"|"shared" }]`.
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- Default **omit `scope`** (or `"personal"`). `"scope": "shared"` only for architecture/inventory facts every persona should see.
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## When not to write
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- Do not dump Exact defaults or the full inventory into vector memory.
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- Do not store the user's taste profile (sqlite `kv.taste`).
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- Do not upsert trivia already in `memory_hits`.
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- Do not upsert Danbooru tags — the csv catalog already has them.
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- `memory_forget` without `scope` only removes the personal overlay.
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