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Skill Trigger Improvement Summary

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Description

**Date**: 2025-11-22 **Initiative**: Universal trigger expansion for Bugsnag skill and quality tooling ---

Installation

This entry records only its repository, not the path inside it, so there is no exact command to give. Open the source below and copy the folder into ~/.claude/skills/, or the file into ~/.claude/agents/.

Repository README

This is the README for dapi/claude-code-marketplace, shared by 4 entries 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**