Kartik
157 lines
6.4 KiB
Markdown
157 lines
6.4 KiB
Markdown
---
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name: mem0-tour
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description: Browses all stored memories grouped by category with full content display. Use when reviewing all project memories, exploring stored knowledge, onboarding to a project, or getting an overview of captured decisions, conventions, and learnings.
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---
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# Mem0 Project Tour
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Show the user what mem0 has stored for the current project.
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## Cross-project mode
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When invoked with `--all-projects` (e.g., `/mem0-tour --all-projects` or
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`/mem0-tour --all-projects auth middleware`), search across ALL projects:
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1. Call `get_memories` with `filters={"AND": [{"user_id": "<active_user_id>"}]}`, `page_size=200` — **no `app_id` filter**.
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2. If a search query was also provided, run `search_memories` with `query=<query>`,
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`filters={"AND": [{"user_id": "<active_user_id>"}]}`, `top_k=20` — again no `app_id`.
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3. Group results by `app_id` first, then by category within each project.
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4. Display:
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```
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## <app_id_1> (<N> memories) ← current
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**Architecture Decisions** — <memory content>
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...
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## <app_id_2> (<N> memories)
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...
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<N> memories across <M> projects
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```
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5. Mark the current project with `← (current)` in the heading.
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If `--all-projects` is NOT present, use the standard single-project flow below.
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## Peek mode (compact search)
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When `/mem0-tour` receives a search query argument (e.g., `/mem0-tour auth middleware`)
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WITHOUT `--all-projects`, run in **peek mode** — compact one-liner results:
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1. Run 2 parallel `search_memories` calls:
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- Broad: `query=<query>`, `filters={"AND": [{"user_id": "<id>"}, {"app_id": "<pid>"}]}`, `top_k=10`, `rerank=true`
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- Targeted: `query=<query>`, `filters={"AND": [{"user_id": "<id>"}, {"app_id": "<pid>"}, {"metadata": {"type": "decision"}}]}`, `top_k=5`, `rerank=true`
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2. Deduplicate by ID, display compact results:
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```
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## mem0 search: "<query>" (<N> results)
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1. [decision] Auth module uses JWT with RS256 keys (2025-05-15) [mem0:a3f8b2c1]
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2. [anti_pattern] Don't use symmetric HS256 — leaked in env (2025-05-10) [mem0:7e2d9f4a]
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3. [convention] All middleware in src/middleware/ (2025-05-08) [mem0:c4d5e6f7]
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```
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Format: `<number>. [<type>] <content, 80 chars> (<date>) [mem0:<short_id>]`
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3. If no results: `No memories matching "<query>" for project <project_id>.`
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If no query argument and no `--all-projects` flag, use the full tour flow below.
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## Execution
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### Step 1: Fetch ALL memories for this project
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Call `get_memories` to fetch all memories for this project:
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`filters={"AND": [{"user_id": "<active_user_id>"}, {"app_id": "<active_project_id>"}]}`, `page_size=100`
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### Step 2: Run supplementary semantic searches
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In parallel, run these `search_memories` calls to get relevance-ranked results for key topics:
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- `query="architecture decisions design choices"`, `filters={"AND": [{"user_id": "<id>"}, {"app_id": "<pid>"}]}`, `top_k=10`, `rerank=true`
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- `query="bugs errors failures anti-patterns"`, `filters={"AND": [{"user_id": "<id>"}, {"app_id": "<pid>"}]}`, `top_k=10`, `rerank=true`
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- `query="project setup tooling conventions preferences"`, `filters={"AND": [{"user_id": "<id>"}, {"app_id": "<pid>"}]}`, `top_k=10`, `rerank=true`
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**Do NOT filter by `metadata.type` in these calls.** The platform auto-assigns `categories` — filtering on `metadata.type` misses memories that were auto-categorized but don't have an explicit `metadata.type`.
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### Step 3: Merge and group
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Merge all results by memory ID (deduplicate). For each memory, determine its group using this priority:
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1. **Platform `categories` field** (array on each memory, auto-assigned by Mem0). Use the first category value.
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2. **`metadata.type` field** (if present, set explicitly by hooks/agent). Use as fallback if no `categories`.
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3. **"other"** bucket for memories with neither.
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Map category names to display names:
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| Platform category / metadata.type | Display name |
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|---|---|
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| `architecture decisions`, `architecture_decisions`, `decision` | Architecture Decisions |
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| `anti patterns`, `anti_patterns`, `anti_pattern` | Anti-Patterns |
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| `task learnings`, `task_learnings`, `task_learning` | Task Learnings |
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| `coding conventions`, `coding_conventions`, `convention` | Coding Conventions |
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| `user preferences`, `user_preferences`, `user_preference` | User Preferences |
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| `project profile`, `project_profile` | Project Profile |
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| `tooling setup`, `tooling_setup`, `environmental` | Tooling & Setup |
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| `technology`, `professional_details` | Tooling & Setup |
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| `session_state` | Session State |
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| `compact_summary` | Compact Summaries |
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| anything else | Other |
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### Step 4: Display results
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Sort groups by descending memory count. Display in compact tabular format:
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First show the category summary table:
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```
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mem0 tour
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Session (ses_abc123) branch: main
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Project: my-project - 349 memories
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Category Count
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-----------------------------------------
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tooling_setup 119
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bug_fixes 78
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architecture_decisions 32
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task_learnings 14
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...
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```
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Then for each category (sorted by count descending), show memories as numbered one-liners. Truncate each memory to 100 chars max:
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```
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tooling_setup (119)
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1. User requires that no git commit or push be performed without explicit permission...
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2. OpenCode plugins are loaded from ~/.config/opencode/plugins/ for global installation...
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3. Assistant determined that the symlink method for loading the Mem0 plugin was failing...
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... and 116 more
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bug_fixes (78)
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1. Fixed getAll filter format from flat object to AND-wrapped array for mem0ai TS SDK v3...
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2. Root cause of user_id mismatch: plugin derived kartik.labhshetwar from git email...
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... and 76 more
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```
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Show top 5 memories per category by recency. If a group has more than 5, note `... and <N> more`.
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Skip empty groups entirely.
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### Step 5: Print totals
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```
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<N> memories across <M> categories
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project: <project_id> branch: <active_branch>
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Identity - user: <user_id> project: <project_id> branch: <branch>
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```
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### Step 6: Empty state
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If zero memories found for this project, print:
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```
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No memories stored yet for project <project_id>.
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Start working - mem0 captures learnings automatically, or use /mem0-remember to save something now.
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```
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## Output formatting
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IMPORTANT: Do NOT use markdown in your output. OpenCode TUI renders text verbatim - markdown like **bold**, ## headers, and | table | syntax appears as raw characters. Use plain text with indentation for structure. Use dashes for lists. Use spaces to align columns instead of markdown tables.
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