🎯

reflect

🎯Skill

from llama-farm/llamafarm

VibeIndex|
What it does

Proactively analyzes skill performance by identifying corrections, successes, and edge cases to suggest targeted improvements.

πŸ“¦

Part of

llama-farm/llamafarm(18 items)

reflect

Installation

Install ScriptRun install script
curl -fsSL https://raw.githubusercontent.com/llama-farm/llamafarm/main/install.sh | bash
git cloneClone repository
git clone https://github.com/llama-farm/llamafarm.git
npm installInstall npm package
npm install -g nx
πŸ“– Extracted from docs: llama-farm/llamafarm
8Installs
-
AddedFeb 4, 2026

Skill Details

SKILL.md

Analyze 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".

Overview

# Reflect Skill

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):

```

β”Œβ”€ Skill Reflection: [skill-name] ───────────────────┐

β”‚ β”‚

β”‚ Signals: X corrections, Y successes β”‚

β”‚ β”‚

β”‚ Proposed changes: β”‚

β”‚ β”‚

β”‚ πŸ”΄ [HIGH] + Add constraint: "[specific constraint]"β”‚

β”‚ 🟑 [MED] + Add preference: "[specific preference]"β”‚

β”‚ πŸ”΅ [LOW] ~ Note for review: "[observation]" β”‚

β”‚ β”‚

β”‚ Commit: "[skill]: [summary of changes]" β”‚

β”‚ β”‚

β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜

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 push
  • n – Skip this update
  • Or describe any tweaks to the proposed changes

Step 4: If Approved

  1. Read the current skill file from .claude/skills/[skill-name]/SKILL.md
  2. Apply the changes using the Edit tool
  3. Run git commands:

```bash

cd .claude/skills

git add [skill-name]/SKILL.md

git commit -m "[skill]: [change summary]"

git push origin main

```

  1. 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:

  1. Create/update ~/.claude/reflect-skill-state.json with {"enabled": true, "updatedAt": "[timestamp]"}
  2. Confirm: "Auto-reflect enabled. Sessions will be analyzed automatically when you stop."

`/reflect off`

Disable automatic reflection:

  1. Update ~/.claude/reflect-skill-state.json with {"enabled": false, "updatedAt": "[timestamp]"}
  2. Confirm: "Auto-reflect disabled. Use /reflect manually to analyze sessions."

`/reflect status`

Check current status:

  1. Read ~/.claude/reflect-skill-state.json
  2. 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:

```

β”Œβ”€ Skill Reflection: frontend-design ───────────────┐

β”‚ β”‚

β”‚ Signals: 2 corrections, 3 successes β”‚

β”‚ β”‚

β”‚ Proposed changes: β”‚

β”‚ β”‚

β”‚ πŸ”΄ [HIGH] + Constraints/NEVER: β”‚

β”‚ "Use gradients unless explicitly requested" β”‚

β”‚ β”‚

β”‚ πŸ”΄ [HIGH] + Color & Theme: β”‚

β”‚ "Dark backgrounds: use #000, not #1a1a1a" β”‚

β”‚ β”‚

β”‚ 🟑 [MED] + Layout: β”‚

β”‚ "Prefer CSS Grid for card layouts" β”‚

β”‚ β”‚

β”‚ Commit: "frontend-design: no gradients, #000 dark"β”‚

β”‚ β”‚

β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜

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 push in 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