Reflect Skill
SkillDev toolsAnalyze the current session and propose improvements to skills. **Proactively invoke this skill** when you notice user corrections after skill usage, or at the end of skill-heavy sessions. Also use when user says "reflect", "improve skill", or "learn from this".
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the Reflect Skill skill
What this skill tells your AI
The instructions your AI receives, as published by llama-farm/llamafarm in .claude/skills/reflect/SKILL.md and read by ahel’s review.
Analyze the current session and propose improvements to skills based on what worked, what didn't, and edge cases discovered.
Trigger
Run /reflect or /reflect [skill-name] after a session where you used a skill.
Additional commands:
/reflect on- Enable automatic end-of-session reflection/reflect off- Disable automatic reflection/reflect status- Check if auto-reflect is enabled
Workflow
Step 1: Identify the Skill
If skill name not provided, ask:
Which skill should I analyze this session for?
- frontend-design
- code-reviewer
- [other]
Step 2: Analyze the Conversation
Look for these signals in the current conversation:
Corrections (HIGH confidence):
- User said "no", "not like that", "I meant..."
- User explicitly corrected output
- User asked for changes immediately after generation
Successes (MEDIUM confidence):
- User said "perfect", "great", "yes", "exactly"
- User accepted output without modification
- User built on top of the output
Edge Cases (MEDIUM confidence):
- Questions the skill didn't anticipate
- Scenarios requiring workarounds
- Features user asked for that weren't covered
Preferences (accumulate over sessions):
- Repeated patterns in user choices
- Style preferences shown implicitly
- Tool/framework preferences
Step 3: Propose Changes
Present findings using accessible colors (WCAG AA 4.5:1 contrast ratio):
┌─ Skill Reflection: [skill-name] ───────────────────┐
│ │
│ Signals: X corrections, Y successes │
│ │
│ Proposed changes: │
│ │
│ 🔴 [HIGH] + Add constraint: "[specific constraint]"│
│ 🟡 [MED] + Add preference: "[specific preference]"│
│ 🔵 [LOW] ~ Note for review: "[observation]" │
│ │
│ Commit: "[skill]: [summary of changes]" │
│ │
└────────────────────────────────────────────────────┘
Apply these changes? [Y/n] or describe tweaks
Accessible Color Palette (use ANSI codes in terminal output):
- HIGH:
\033[1;31m(bold red #FF6B6B - 4.5:1 on dark) - MED:
\033[1;33m(bold yellow #FFE066 - 4.8:1 on dark) - LOW:
\033[1;36m(bold cyan #6BC5FF - 4.6:1 on dark) - Reset:
\033[0m
Avoid: pure red (#FF0000) on black, green on red (colorblind users)
User Response Options:
Y– Apply changes, commit, and pushn– Skip this update- Or describe any tweaks to the proposed changes
Step 4: If Approved
- Read the current skill file from
.claude/skills/[skill-name]/SKILL.md - Apply the changes using the Edit tool
- Run git commands:
cd .claude/skills git add [skill-name]/SKILL.md git commit -m "[skill]: [change summary]" git push origin main - Confirm: "Skill updated and pushed to GitHub"
Step 5: If Declined
Ask: "Would you like to save these observations for later review?"
If yes, append to .claude/skills/[skill-name]/OBSERVATIONS.md
Toggle Commands
/reflect on
Enable automatic end-of-session reflection:
- Create/update
~/.claude/reflect-skill-state.jsonwith{"enabled": true, "updatedAt": "[timestamp]"} - Confirm: "Auto-reflect enabled. Sessions will be analyzed automatically when you stop."
/reflect off
Disable automatic reflection:
- Update
~/.claude/reflect-skill-state.jsonwith{"enabled": false, "updatedAt": "[timestamp]"} - Confirm: "Auto-reflect disabled. Use /reflect manually to analyze sessions."
/reflect status
Check current status:
- Read
~/.claude/reflect-skill-state.json - Report: "Auto-reflect is [enabled/disabled]" with last updated timestamp
Note: The state file is saved in the global Claude user directory (~/.claude/) so it persists across plugin upgrades.
Example Session
User runs /reflect frontend-design after a UI session:
┌─ Skill Reflection: frontend-design ───────────────┐
│ │
│ Signals: 2 corrections, 3 successes │
│ │
│ Proposed changes: │
│ │
│ 🔴 [HIGH] + Constraints/NEVER: │
│ "Use gradients unless explicitly requested" │
│ │
│ 🔴 [HIGH] + Color & Theme: │
│ "Dark backgrounds: use #000, not #1a1a1a" │
│ │
│ 🟡 [MED] + Layout: │
│ "Prefer CSS Grid for card layouts" │
│ │
│ Commit: "frontend-design: no gradients, #000 dark"│
│ │
└───────────────────────────────────────────────────┘
Apply these changes? [Y/n] or describe tweaks
Git Integration
This skill has permission to:
- Read skill files from
.claude/skills/ - Edit skill files (with user approval)
- Run
git add,git commit,git pushin the skills directory
The skills repo should be initialized at .claude/skills with a remote origin.
Important Notes
- Always show the exact changes before applying
- Never modify skills without explicit user approval
- Commit messages should be concise and descriptive
- Push only after successful commit
Signals
- GitHub stars
- 838
- Forks
- 56
- Last commit
- Jun 2026
Advanced
- Catalog kind
- skill
- Gateway key
reflect-llama-farm- Source
- github.com/llama-farm/llamafarm