reputation-patterns
Agent reputation scoring, performance tier system, trust calibration, and task affinity matching
Profile →npx skills add vibeeval/vibecosystem --skill reputation-patterns --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# Reputation Patterns ## Agent Reputation Score (ARS) ```typescript interface AgentReputation { agentId: string score: number // 0-100 tier: 'S' | 'A' | 'B' | 'C' | 'D' totalTasks: number successRate: number // 0-1 firstPassRate: number // QA'den ilk seferde geçme oranı avgRetries: number specialties: string[] // Başarılı olduğu task tipleri weaknesses: string[] // Başarısız olduğu task tipleri } // Score hesaplama function calculateARS(agent: AgentReputation): number { const weights = { successRate: 0.35, firstPassRate: 0.25, consistency: 0.20, // son 10 task varyansı efficiency: 0.20 // ortalama retry sayısı } return ( agent.successRate * weights.successRate * 100 + agent.firstPassRate * weights.firstPassRate * 100 + (1 - agent.avgRetries / 3) * weights.consistency * 100 + (agent.totalTasks > 5 ? 1 : 0.5) * weights.efficiency * 100 ) } ``` ## Tier System | Tier | ARS Range | Yetki | Açıklama | |------|-----------|-------|----------| | **S** | 90-100 | Otonom | Her task'ı alabilir, QA skip | | **A** | 75-89 | Güvenilir | Çoğu task, standart QA | | **B** | 60-74 | Normal | Standart task, tam QA | | **C** | 40-59 | İzlemede | Basit task, sıkı QA | | **D** | 0-39 | Kısıtlı | Cross-tr
- Agent Reputation Score (ARS)
- Tier System
- Decay & Recovery
- Task-Type Affinity
- Reliability Prediction
- Canavar Integration
- Checklist
- Anti-Patterns
Skill matrix'ten data çek
cat ~/.claude/canavar/skill-matrix.json | jq '.agents[] | {name, score, tier}'
Error ledger'dan failure pattern
cat ~/.claude/canavar/error-ledger.jsonl | jq 'select(.agent == "spark")'
Leaderboard
node ~/.claude/hooks/dist/canavar-cli.mjs leaderboardWhat does the reputation-patterns skill do?
Agent reputation scoring, performance tier system, trust calibration, and task affinity matching
How do I install it?
Run `npx skills add vibeeval/vibecosystem --skill reputation-patterns --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From vibeeval/vibecosystem, a repository with 521 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.