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journal-capture

Proactively captures significant work into the journal for future reference

personAuthor: jakexiaohubgithub

Journal Capture Skill

You have the ability to proactively capture significant work into the user's journal.

When to Use This Skill

Use this skill automatically and proactively when you:

  1. Complete a significant feature or task

    • Implemented new functionality
    • Fixed a complex bug
    • Refactored important code
    • Set up infrastructure or tooling
  2. Make important technical decisions

    • Chose between architectural approaches
    • Selected libraries or frameworks
    • Decided on implementation strategies
    • Resolved design tradeoffs
  3. Solve challenging problems

    • Debugged difficult issues
    • Overcame technical obstacles
    • Found non-obvious solutions
    • Learned something valuable
  4. Make progress on projects

    • Completed a phase of work
    • Reached a milestone
    • Integrated multiple components
    • Finished testing or deployment

How to Capture

Use the journal_auto_capture MCP tool:

journal_auto_capture(
  title="Brief title of what was accomplished",
  description="The goal (what we were trying to do) and what was done"
)

The tool automatically:

  • Determines the project (if in a git repo)
  • Adds the "auto-capture" tag
  • Generates relevant tags based on content
  • Creates a structured journal entry

Examples

Example 1: Feature implementation

User: "Add authentication to the API"
[You implement OAuth2 with JWT tokens]
→ journal_auto_capture(
    title="Implemented OAuth2 authentication",
    description="User requested API authentication. Implemented OAuth2 flow with JWT tokens for secure user sessions."
  )

Example 2: Bug fix

User: "The cache is leaking memory"
[You identify and fix the leak]
→ journal_auto_capture(
    title="Fixed cache memory leak",
    description="User reported memory leak in cache. Identified and fixed by implementing automatic clearing of stale entries."
  )

Example 3: Technical decision

User: "Should we use Redis or PostgreSQL for caching?"
[Discussion leads to Redis choice]
→ journal_auto_capture(
    title="Chose Redis for caching",
    description="Evaluated Redis vs PostgreSQL for caching needs. Selected Redis due to better performance for our use case."
  )

Example 4: Infrastructure setup

User: "Set up CI/CD pipeline"
[You configure GitHub Actions with tests and deployment]
→ journal_auto_capture(
    title="Set up GitHub Actions CI/CD",
    description="User requested CI/CD pipeline. Configured GitHub Actions with automated tests and deployment workflow."
  )

What NOT to Capture

Don't capture:

  • Trivial changes (typo fixes, formatting)
  • Failed attempts or abandoned approaches
  • Purely informational exchanges
  • User questions without implementation

Timing

Capture entries:

  • Immediately after completing significant work
  • Before moving to the next major task
  • At natural breakpoints in the conversation
  • When the auto-capture hook triggers (every 30 min or 3+ messages)

This ensures the journal stays current and useful for future context recovery.

Responding to Auto-Capture Hook

When you see a message from the auto-capture hook:

🕐 Journal auto-capture triggered
   N messages exchanged since last capture
   Project: <project-name>

📝 Please capture this session to the journal:
   - Summarize the goal (what we were trying to do)
   - Summarize what was accomplished
   - Use journal_auto_capture with a brief summary

⚠️  Claude: You MUST respond to this trigger, even if you decide not to capture.
   Either create a journal entry OR explain why you're not capturing.

You MUST respond to this trigger every time. Follow these steps:

  1. Acknowledge the trigger - Let the user know you saw the auto-capture signal
  2. Analyze the conversation - Review what happened since the last capture
  3. Decide and act:
    • If significant work occurred: Call journal_auto_capture with an appropriate title and description
    • If nothing substantial happened: Explicitly explain why you're not capturing (e.g., "Only trivial Q&A since last capture, nothing substantial to record")

IMPORTANT: Never silently ignore the hook trigger. The user needs visibility into your decision-making process, even if you decide not to capture.

Benefits

Proactive capture helps:

  • Rebuild context after /clear
  • Track progress across sessions
  • Remember past solutions
  • Build institutional knowledge
  • Generate progress reports