Memory Capture Skill Skill

Memory Capture Skill

Unified memory capture skill that routes to two execution modes:

Compact: Compress full session memory into structured text for recovery
Tips: Quick note-taking for ideas, snippets, and insights

Architecture Overview

┌─────────────────────────────────────────────────────┐
│  Memory Capture (Router)                            │
│  → Parse input → Detect mode → Route to phase       │
└───────────────┬─────────────────────────────────────┘
                │
        ┌───────┴───────┐
        ↓               ↓
  ┌───────────┐   ┌───────────┐
  │  Compact  │   │   Tips    │
  │  (Phase1) │   │  (Phase2) │
  │  Full     │   │  Quick    │
  │  Session  │   │  Note     │
  └─────┬─────┘   └─────┬─────┘
        │               │
        └───────┬───────┘
                ↓
        ┌───────────────┐
        │  core_memory  │
        │   (import)    │
        └───────────────┘

Execution Flow

Step 1: Parse Input & Route

Detect execution mode from user input:

Auto-Route Rules (priority order):

| Signal | Route | Examples | |--------|-------|---------| | Keyword: compact, session, 压缩, recovery, 保存会话 | → Compact | "compact current session" | | Keyword: tip, note, 记录, 快速 | → Tips | "记录一个想法" | | Has --tag or --context flags | → Tips | "note content" --tag bug | | Short text (<100 chars) + no session keywords | → Tips | "Remember to use Redis" | | Ambiguous or no arguments | → AskUserQuestion | /memory-capture |

When ambiguous, use AskUserQuestion:

Question: "选择记忆捕获模式"
Options:
  1. Compact - 压缩当前完整会话记忆（用于会话恢复）
  2. Tips - 快速记录一条笔记/想法/提示

Step 2: Execute Selected Phase

Based on routing result, read and execute the corresponding phase:

Compact mode → Ref: phases/01-compact.md
Tips mode → Ref: phases/02-tips.md

Phase Reference Documents (read on-demand when phase executes):

| Mode | Document | Purpose | |------|----------|---------| | Compact | phases/01-compact.md | Full session memory compression and structured export | | Tips | phases/02-tips.md | Quick note-taking with tags and context |

Step 3: Save via core_memory

Both phases converge on the same storage mechanism:

mcp__ccw-tools__core_memory({
  operation: "import",
  text: structuredText  // Generated by the selected phase
})

Core Rules

Single Phase Execution: Only ONE phase executes per invocation - never both
Content Faithful: Phase files contain full execution detail - follow them verbatim
Absolute Paths: All file paths in output must be absolute
No Summarization: Compact mode preserves complete plan verbatim - never abbreviate
Speed Priority: Tips mode should be fast - minimal analysis overhead

Input Processing

Compact Mode Input

Optional: "session description" as supplementary context
Example: /memory-capture compact or /memory-capture "completed auth module"

Tips Mode Input

Required: <note content> - the tip/note text
Optional: --tag <tag1,tag2> for categorization
Optional: --context <context> for related code/feature reference
Example: /memory-capture tip "Use Redis for rate limiting" --tag config

Data Flow

User Input
    │
    ├─ [compact detected] → Read phases/01-compact.md
    │                        → Analyze session → Generate structured text
    │                        → core_memory import → Report Recovery ID
    │
    └─ [tips detected] → Read phases/02-tips.md
                         → Parse args → Gather context → Generate tip text
                         → core_memory import → Confirm with ID + tags

Error Handling

| Error | Action | |-------|--------| | core_memory import fails | Retry once, then report error with structured text for manual save | | No session context (compact) | Warn user, generate with available info | | Empty note content (tips) | Ask user to provide content via AskUserQuestion | | Ambiguous routing | Default to AskUserQuestion - never guess |

Agent Skills: Memory Capture Skill

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