AgentSkillsCN

trifecta_telemetry_analysis

分析 Trifecta CLI 遥测数据，生成简洁明了的报告，包含各项指标、命令统计与深度洞察。当用户请求分析 Trifecta 某个片段的遥测数据时使用。

SKILL.md
--- frontmatter
name: trifecta_telemetry_analysis
description: Analyzes Trifecta CLI telemetry data and generates concise reports with metrics, command statistics, and insights. Use when user asks to analyze telemetry from a Trifecta segment.

Trifecta Telemetry Analysis

Analyzes Trifecta CLI telemetry and generates concise report.

Usage

When user asks to analyze telemetry from a Trifecta segment:

  1. •Read telemetry data from <segment>/_ctx/telemetry/events.jsonl
  2. •Calculate metrics (command counts, hit rate, latency)
  3. •Generate report using EXACT format below

Telemetry Event Structure

Events are JSON lines with this schema:

  • •ts: ISO8601 timestamp
  • •cmd: Command name (ctx.search, ctx.sync, ast.symbols, etc.)
  • •result.hits: Number of search hits (for ctx.search)
  • •timing_ms: Execution time in milliseconds
  • •args: Command arguments
  • •status: Result status (success/error)

Output Format (MANDATORY - ALWAYS USE THIS)

markdown
## Summary
| Metric | Value |
|--------|-------:|
| Commands | N |
| Searches | N |
| Hit rate | X% |
| Avg latency | Nms |

## Top Commands
| Command | Count | % |
|---------|------:|---:|
| ctx.search | N | NN% |
| ctx.sync | N | NN% |

## Insights
- ✅/⚠️ One insight per line
- Max 5 insights
- Max 50 lines total

Rules

  1. •Max 50 lines total - Never exceed
  2. •Only tables - No paragraphs, no explanations
  3. •Max 5 insights - Bullet points only
  4. •No fluff - Direct data only
  5. •No intro/outro - Start with table, end with insights

Examples

See examples/basic_output.md for reference output format.

Example Insights

  • •✅ Low average latency (< 5ms)
  • •⚠️ High zero-hit rate (> 50%)
  • •✅ Strong cache hit rate (> 80%)
  • •⚠️ Elevated error rate in ctx.sync
  • •✅ Spanish alias recovery working well