Skill Trigger Improvement Summary
Description
**Date**: 2025-11-22 **Initiative**: Universal trigger expansion for Bugsnag skill and quality tooling ---
Installation
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exact command to give. Open the source below and copy the folder into
~/.claude/skills/, or the file into ~/.claude/agents/.
Repository README
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in this directory. It describes the repository, not this entry specifically.
Skill Trigger Improvement Summary
**Date**: 2025-11-22 **Initiative**: Universal trigger expansion for Bugsnag skill and quality tooling
🎯 Original Problem
**User Request**: "Выведи список доступных проектов в bugsnag"
**Result**: Skill DID NOT activate ❌
**Root Cause Analysis**:
Previous Trigger Configuration (narrow scope)
description: |
Use when user mentions Bugsnag errors, error tracking...
Triggers: bugsnag, error tracking, production errors, stack traces
**Coverage**: ~40% of bugsnag.rb functionality
- ✅ Covered: Errors, error tracking, stack traces
- ❌ Missing: Projects, organizations, comments, analysis
**Why it failed**:
- Request: "список проектов bugsnag"
- Trigger words: "bugsnag" (matched), "projects" (NOT in triggers)
- Context: Projects/organizations NOT mentioned in description
- Decision: Skill skipped due to insufficient trigger match
✅ Solution Implemented
1. Expanded Trigger System (universal coverage)
description: |
**UNIVERSAL TRIGGER**: GET/FETCH/RETRIEVE any data FROM Bugsnag
Triggers: bugsnag, получить из bugsnag, показать bugsnag,
bugsnag data, check bugsnag, what in bugsnag,
bugsnag organizations, bugsnag projects, bugsnag errors,
bugsnag events, bugsnag comments, bugsnag analysis, ...
**Coverage**: 100% of bugsnag.rb functionality
- ✅ Organizations and projects
- ✅ Error viewing and management
- ✅ Error details and events
- ✅ Comments and discussions
- ✅ Analysis and statistics
2. Universal Pattern Formula
[ACTION_VERB] + [DATA_TYPE] + from/in bugsnag
Examples:
- "get projects from bugsnag" ✅
- "show organizations in bugsnag" ✅
- "list bugsnag errors" ✅
- "что в bugsnag?" ✅
3. Categorized Trigger Structure
📊 Organizations & Projects:
- "list bugsnag [organizations|projects]"
- "список [организаций|проектов] bugsnag"
🐛 Errors (viewing):
- "show/list bugsnag errors"
- "открытые ошибки bugsnag"
🔍 Error Details:
- "bugsnag details for "
- "детали ошибки "
💬 Comments:
- "show comments for error"
- "комментарии ошибки"
📈 Analysis:
- "analyze error patterns"
- "что происходит в bugsnag"
✅ Management:
- "mark as fixed/resolved"
- "add comment to error"
4. Multilingual Support
**English**: get, show, list, retrieve, check, analyze, display, fetch **Russian**: получить, показать, вывести, список, проверить, анализ
**Mixed queries supported**:
- "показать bugsnag projects" ✅
- "список errors in bugsnag" ✅
📊 Impact Metrics
Before vs After Comparison
| Metric | Before | After | Improvement |
|---|---|---|---|
| Functions covered | 4/10 | 10/10 | +150% |
| Trigger keywords | 8 | 20 | +150% |
| Action verbs | 2 | 8 | +300% |
| Languages | EN only | EN + RU | +100% |
| Test examples | 0 | 76 | +∞ |
| Quality score | ~55/100 | 93/100 | +69% |
Activation Success Rate (projected)
**User query patterns**
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**Generated:** 2026-04-11