End Learn

Overview

Close a learning session by synthesizing Claude's silent observations into a debrief the user reviews. Write the session log, update lesson state, and archive completed lessons.

When to Use

• User finishes a learning session
• User wants to save progress and stop
• Called by /learn when postponing or abandoning a lesson

Prerequisites

There must be an active lesson at ~/.claude/learning/lessons/current.md. If not, tell the user: "No active lesson found. Nothing to close."

Process

1. Read State

• ~/.claude/learning/lessons/current.md — current lesson state
• Session observations from the current conversation (hints given, struggles, successes)

2. Present Draft Debrief

Synthesize observations into a structured draft. Use this exact format:

Here's what I noticed this session:

**What you worked on**
- [summary of milestone(s) attempted and outcomes]

**Key learnings**
- [things the user demonstrated understanding of]
- [concepts that "clicked" based on observed aha moments]

**Struggled with**
- [areas where hints were needed]
- [repeated mistakes or confusion points]

**Still fuzzy on**
- [unresolved questions]
- [topics where understanding seemed incomplete]

If a section is empty (e.g., no struggles), include it with "Nothing notable — solid session!" rather than omitting it.

Ask: "Edit anything, add something I missed, or looks good?"

Wait for the user to confirm or make edits. Do NOT proceed until the user responds.

3. Determine Lesson Status

If all milestones are completed:

• Congratulate the user
• Status: completed

If not all milestones are done:

• Ask: "What should we do with this lesson?"
  • Continue next time — keep as current.md, no archive
  • Postpone — archive with status: postponed
  • Abandon — ask for a brief reason, archive with status: abandoned

4. Write Session Log

Write to ~/.claude/learning/logs/YYYY-MM-DD.md:

• If the file already exists (same-day session), use suffix: YYYY-MM-DD-2.md, YYYY-MM-DD-3.md, etc.
• Use the session log format from ~/.claude/skills/learning-data-spec.md
• Content comes from the confirmed debrief

5. Update Lesson State

If continuing next time:

• Update milestones_completed in current.md frontmatter
• Mark completed milestones as [x] in the milestones list
• Append a session log entry to current.md:

  ### Session N — YYYY-MM-DD
  - Completed: [milestones]
  - Struggled with: [summary]
  - Next: [what to tackle next]
  

If completed:

• Move current.md to lessons/archive/YYYY-MM-DD-<topic-slug>.md
• Set frontmatter: status: completed, closed: YYYY-MM-DD, sessions: N
• Add ## Key Learnings and ## Still Fuzzy On sections from accumulated observations
• Mark the corresponding backlog item as [x] done in backlog.md
• Delete current.md

If postponed:

• Move current.md to lessons/archive/YYYY-MM-DD-<topic-slug>.md
• Set frontmatter: status: postponed, closed: YYYY-MM-DD
• Preserve all milestone progress and session logs
• Delete current.md

If abandoned:

• Move current.md to lessons/archive/YYYY-MM-DD-<topic-slug>.md
• Set frontmatter: status: abandoned, closed: YYYY-MM-DD, abandoned_reason: <reason>
• Preserve all milestone progress and session logs
• Delete current.md

5.5. Update Insights

Invoke the learning-insights skill in "update insights" mode.

Pass the session's observations from the confirmed debrief:

• Struggles (from "Struggled with" section)
• Key learnings (from "Key learnings" section)
• Still fuzzy topics (from "Still fuzzy on" section)
• Hints given during the session (from silent observation tracking)
• Any incidental code observations noted during the session

The learning-insights skill will:

1. Update ~/.claude/learning/insights.md (create it if first time)
2. Return a one-liner if something meaningful changed

If a one-liner is returned, show it to the user before the confirmation message in step 6. Examples:

• "Insight updated: LCEL chain composition moved to confirmed strength"
• "Pattern detected: state management has come up in 3 sessions now"

If nothing meaningful changed, say nothing — proceed to step 6 silently.

6. Confirm

Tell the user what was saved:

• "Session log saved to logs/YYYY-MM-DD.md"
• If archived: "Lesson archived as [status] to lessons/archive/[filename]"
• If continuing: "Progress saved. Run /learn next time to continue from milestone X."

Important

• Always present the debrief and get user confirmation BEFORE writing any files
• Observations come from the current conversation — if /end-learn is called in a new conversation (without a preceding /learn), ask the user to describe what they did
• Create directories if they don't exist (logs/, lessons/archive/)
• The slug for archive filenames: lowercase, hyphens, max 50 chars (e.g., "react-dashboard-api-metrics")