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Reflect

  • 43 installs
  • 835 repo stars
  • Updated June 10, 2026
  • llama-farm/llamafarm

Helps with ai & agent building tasks.

About

reflect is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted development.

  • reflect
  • AI & Agent Building
  • AI-coding skill

Reflect by the numbers

  • 43 all-time installs (skills.sh)
  • +1 installs in the week ending Aug 2, 2026 (Skillselion tracking)
  • Ranked #7,921 of 16,546 AI & Agent Building skills by installs in the Skillselion catalog
  • Data as of Aug 2, 2026 (Skillselion catalog sync)
npx skills add https://github.com/llama-farm/llamafarm --skill reflect

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Listed on Skillselion
Installs43
repo stars835
Last updatedJune 10, 2026
Repositoryllama-farm/llamafarm

What it does

Helps with ai & agent building tasks.

Files

SKILL.mdMarkdownGitHub ↗

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):

┌─ 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 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:

   cd .claude/skills
   git add [skill-name]/SKILL.md
   git commit -m "[skill]: [change summary]"
   git push origin main

4. 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:

┌─ 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 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

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