Desk Journal

SkillDocs & knowledge

Lets your agent write, append to, and read a persistent journal so it remembers work across sessions.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Desk Journal skill

About this capability

Write, append, or read desk journal entries. The journal is persistent memory — what survives session boundaries. A good entry has: what was done, current state, next step.

What this skill tells your AI

The instructions your AI receives, as published by github/awesome-copilot in skills/desk-journal/SKILL.md and read by ahel’s review.

Manage a desk's journal — the persistent memory that survives session boundaries.

When to use

  • End of session: Write what was done, current state, next step
  • Start of session: Read the journal to pick up where you left off
  • Mid-session checkpoint: Note significant progress or decisions
  • Desk wind-down: Write a final summary when a desk is being closed

How to write a journal entry

Append to desks/<desk-name>/journal.md. Each entry is a section:

## <date> — <short summary>
- **Worked on:** <what was done this session>
- **Current state:** <where things stand right now>
- **Next step:** <what the next session should pick up>

Guidelines

  • Be specific. "Worked on security scanning" is useless to the next session. "Scanned repos A, B, C for CWE-502; found 3 findings in A, 0 in B and C; findings triaged to bench" — that's a trail.
  • Include what didn't work. Dead ends are valuable — they prevent the next session from walking the same path.
  • Keep it short. The journal is a trail marker, not a diary. 3-5 lines per entry. If you need more, the important context should go on the bench as a separate artifact.
  • Always include next step. The next session starts from zero. Without a next step, it has to re-derive everything.

End-of-desk entry

When a desk is being wound down (not just a session ending, but the desk itself closing):

## <date> — Desk closed
- **Summary:** <what this desk accomplished overall>
- **Artifacts:** <what's on the bench from this desk>
- **Handoff:** <anything another desk or the operator needs to know>

Reading the journal

At session start, read the desk's journal to pick up context. The most recent entry is the most important — it has the current state and next step. Earlier entries provide history if needed.

Principles

  • The journal is a cairn — stones left so the next traveler finds the way. Every entry is a stone.
  • Honesty over completeness. "I got stuck on X and don't know why" is more useful than silence.
  • The journal is for the next session, not for the current one. Write for someone who knows nothing about what you just did.

Signals

GitHub stars
39k
Forks
5k
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
desk-journal
Source
github.com/github/awesome-copilot