backend-endpoint
Create REST/GraphQL API endpoint with validation, error handling, and tests. Auto-invoke when user says "add endpoint", "create…
Simplify and refine code for clarity, consistency, and maintainability while preserving all functionality. Focuses on recently modified code. Auto-invoke after implementation skills or on-demand.
$ npx -y skills add qf-studio/navigator --skill nav-simplify --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/nav-simplifyContext preview
The summary Claude sees to decide when to auto-load this skill.
Simplify and refine code for clarity, consistency, and maintainability while preserving all functionality. Focuses on recently modified code. Auto-invoke after implementation skills or on-demand.
name: nav-simplify description: Simplify and refine code for clarity, consistency, and maintainability while preserving all functionality. Focuses on recently modified code. Auto-invoke after implementation skills or on-demand. allowed-tools: Read, Write, Edit, Bash, Glob, Grep version: 1.0.0 model: opus
Simplify recently modified code for clarity, consistency, and maintainability while preserving exact functionality. Based on Anthropic's internal code-simplifier pattern.
**Clarity over brevity. Functionality preserved absolutely.**
You are an expert code simplification specialist. Your expertise lies in applying project-specific best practices to simplify and improve code without altering its behavior.
**Auto-invoke after**:
**Manual invoke when user says**:
**DO NOT invoke if**:
**Option A: Git-based detection (preferred)**
# Get files modified in current session/commits git diff --name-only HEAD~3 -- '*.ts' '*.tsx' '*.js' '*.jsx' '*.py' '*.go' '*.rs' 2>/dev/null || \ git diff --name-only --cached -- '*.ts' '*.tsx' '*.js' '*.jsx' '*.py' '*.go' '*.rs' 2>/dev/null || \ git diff --name-only -- '*.ts' '*.tsx' '*.js' '*.jsx' '*.py' '*.go' '*.rs'
**Option B: User-specified scope**
If user mentions specific files or directories, use those instead.
**Option C: Recent conversation context**
Analyze conversation for files that were written/edited in this session.
Check for project-specific configuration:
if [ -f ".agent/.nav-config.json" ]; then
python3 -c "import json; c=json.load(open('.agent/.nav-config.json')); s=c.get('simplification',{}); print('auto_apply=' + str(s.get('auto_apply', False)).lower()); print('enabled=' + str(s.get('enabled', True)).lower())"
fiDefault configuration:
{
"simplification": {
"enabled": true,
"trigger": "post-implementation",
"scope": "modified",
"model": "opus",
"skip_patterns": ["*.test.*", "*.spec.*", "*.md", "*.json", "*.yaml"],
"max_file_size": 50000,
"auto_apply": false,
"preserve_comments": true
}
}After loading config, determine the invocation mode:
**Autonomous** (no human in the loop):
**Interactive** (human reviewing):
**Decision matrix**:
| `auto_apply` | Context | Action | |---|---|---| | `true` | autonomous | Apply directly (Step 7 silent) | | `true` | interactive | Apply directly, show summary | | `false` | autonomous | **SKIP simplification entirely** — emit warning, return to caller. Never pause an autonomous flow waiting for approval. | | `false` | interactive | Show diff per file, prompt for approval |
When skipping in autonomous-mode-with-false, emit:
⚠️ nav-simplify skipped: auto_apply=false but invoked autonomously. To enable: set simplification.auto_apply=true in .agent/.nav-config.json To disable cleanly: set simplification.enabled=false
**Load from CLAUDE.md** (required):
Read(file_path: "CLAUDE.md")
Extract coding standards:
For each modified file, analyze for simplification opportunities:
**Complexity Indicators** (look for):
**Run analysis**:
PLUGIN_DIR="${CLAUDE_PLUGIN_ROOT:-$(cat "${NAVIGATOR_CONFIG_HOME:-${XDG_CONFIG_HOME:-$HOME/.config}/navigator}/plugin-root" 2>/dev/null)}"
[ -d "$PLUGIN_DIR/skills" ] || PLUGIN_DIR="$HOME/.claude/plugins/marketplaces/navigator-marketplace"
# Pass --scoring roi to enable cost/benefit gating (default: complexity,
# legacy behavior).
python3 "$PLUGIN_DIR/skills/nav-simplify/scripts/code_analyzer.py" --file "$file" --scoring roiIf `simplification.scoring.mode` is `"roi"` in `.agent/.nav-config.json` (or `--scoring roi` was passed), the analyzer emits `benefit_score`, `cost_score`, `roi_score`, and a `gate_action` field. Honor the gate:
| `gate_action` | Behavior | |---|---| | `skip` | Skip this file. Emit a one-line reason with ROI math. Continue to next file. | | `suggest` | Force interactive mode for this file regardless of `auto_apply`. Show diff + reason. | | `apply` | Proceed with Step 5+ as normal (honor `auto_apply`). |
**Skip emission format**:
⏭️ {file} — low ROI (B={B}/10, C={C}/10, ROI={R}). Skipping.
{reason}`{reason}` summarizes the dominant cost factor (e.g., "stable file (412 days), 8 import references" or "below skip_below threshold").
**Mode is opt-in.** When `scoring.mode == "complexity"` (default), Step 4.5 is a no-op and behavior is unchanged from prior versions.
**Anthropic Simplification Rules**:
1. **Preserve Functionality**: Never change what the code does - only how it does it. All original features, outputs, and behaviors must re
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