AI Feedback Reporter
CRITICAL - Before ANY file write, audit loaded skills for violations. Auto-report via feedback command.
Best use case
AI Feedback Reporter is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
CRITICAL - Before ANY file write, audit loaded skills for violations. Auto-report via feedback command.
Teams using AI Feedback Reporter should expect a more consistent output, faster repeated execution, less prompt rewriting.
When to use this skill
- You want a reusable workflow that can be run more than once with consistent structure.
When not to use this skill
- You only need a quick one-off answer and do not need a reusable workflow.
- You cannot install or maintain the underlying files, dependencies, or repository context.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/feedback-reporter/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How AI Feedback Reporter Compares
| Feature / Agent | AI Feedback Reporter | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
CRITICAL - Before ANY file write, audit loaded skills for violations. Auto-report via feedback command.
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
SKILL.md Source
# Feedback Reporter ## **Priority: P0 - Auto-detect skill violations before file writes** ## 🚨 Checkpoint: Before File Writes **Quick check before `write_to_file`, `replace_file_content`, `multi_replace_file_content`:** 1. **Check** - Any skills loaded for this file extension? - NO → ✅ Skip, proceed safely - YES → Continue to step 2 2. **Audit** - Does planned code violate loaded skill rules? - NO → ✅ Proceed - YES → Run feedback command, then fix ## Detection Flow ``` Before file write? ├─ Check file extension → Identify loaded skills ├─ Review skill anti-patterns/rules ├─ Code matches anti-pattern? │ ├─ YES → 🚨 VIOLATION → feedback command │ └─ NO → ✅ Proceed └─ No skills loaded → ✅ Proceed ``` ## Examples (Quick Reference) **Flutter**: `color: Colors.blue` → Rule: No hardcoded colors → Report + use theme **React**: `class MyComponent extends...` → Rule: Use functions → Report + convert **SKILL.md**: 105 lines → Rule: ≤100 lines max → Report + extract to references/ [More examples →](references/violation-examples.md) ## Command (Copy-Paste) ```bash npx agent-skills-standard feedback \ --skill="[skill-id]" \ --issue="[violation]" \ --skill-instruction="[exact rule]" \ --actual-action="[what I did]" ``` ## Pre-Completion Check Before `notify_user` or task completion: **Did I write code?** YES → **Did I audit skills?** NO → Audit now ## Anti-Patterns - **No "I'll check later"**: Check before writing, not after - **No "minor change skip"**: Every write needs check - **No "user waiting skip"**: 10-second check > pattern violation
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