kimchi:halmoni

Kimchi Halmoni (할머니)

"Taste, adjust, remember. Each batch teaches the next."

<command_purpose> Self-improvement system that observes what happened during bead execution or from user feedback, proposes small improvements to skills/validators/personas, validates them, and applies with versioning. </command_purpose>

Input

Parse $ARGUMENTS:

• --from-bead ID: Analyze execution of a specific bead
• --from-feedback "text": Process explicit user feedback
• --taste-only: Observe and report without proposing changes
• --dry-run: Show proposals without applying
• --history: Show skills/CHANGELOG.md
• (no args): Interactive improvement session — ask what to improve

Process

1. TASTE (Observe)

From bead execution (--from-bead):

• Read .beads/{id}.yaml for the bead spec
• Check git log for commits with that bead ID
• Look for iteration count, search patterns, clarifying questions in logs
• Assess: Did the agent struggle? Where?

From feedback (--from-feedback):

• Parse the feedback text
• Identify which component it relates to (skill, validator, persona, template)
• Assess: Is this a pattern or one-off?

Interactive (no args):

• Ask: "What would you like to improve? (skill / validator / persona / template)"
• Ask: "What happened that should be better next time?"

Report observations:

Tasting...

Observations:
- [What happened]
- [What worked well]
- [What could be better]

2. ADJUST (Propose)

Generate specific, minimal changes:

Proposed adjustment:

File: [path to skill/validator/persona]

Change:
+ [line to add]
- [line to remove]

Rationale: [Why this helps, with evidence]

Rules:

• One change at a time
• Show as diff
• Explain rationale
• Reference specific evidence

3. REMEMBER (Validate)

Check the proposal:

Check	Question
Conflicts	Does this contradict existing skills/validators?
Specificity	Is this actionable, not vague?
Generality	Will this help beyond this one case?
Protected	Does this touch protected components?

Protected components (CANNOT modify):

• Bead schema required fields (bead_id, title, description, depends_on, context, deliverables, tests, acceptance_criteria)
• Command names
• Orchestration integration protocols (ACFS and GasTown)

If proposal touches protected components, reject it and explain why.

4. PASS DOWN (Apply)

If --dry-run: Show proposal and stop. If --taste-only: Show observations and stop.

Otherwise, ask for confirmation:

Apply this change? [y/n/edit]

If confirmed:

1. Apply the change to the file
2. Update version in YAML frontmatter (patch bump)
3. Add entry to skills/CHANGELOG.md
4. Commit with message: halmoni: [brief description]

5. Show History (--history)

If --history flag, just read and display skills/CHANGELOG.md.