session-analysis-patterns — independently scanned and version-tracked by SaferSkills.
SaferSkills independently audited session-analysis-patterns (Agent Skill) and scored it 100/100 (green). The audit ran 55 deterministic rules across Security, Supply Chain, Maintenance, Transparency, and Community; it found 0 high-severity and 0 lower-severity findings. The full rule-by-rule trace and per-finding evidence are below. Free, methodology-open.
Findings & checks · 0 flagged
Every scanned point with the score it earned and what moved between them.
First recorded scan — no prior version to compare against.
The primary manifest — the file an agent reads to learn what this artifact does.
| Metrik | İyi | Orta | Kötü |
|---|---|---|---|
| Tokens per task | <50K | 50-100K | >100K |
| Tool calls per task | <20 | 20-40 | >40 |
| Repeated reads | 0-1 | 2-3 | >3 |
| Blind edits | 0 | 1 | >1 |
| Agent spawn efficiency | >80% useful | 50-80% | <50% |
| # | Pattern | Tespit | Fix |
|---|---|---|---|
| 1 | Repeated Read | Aynı dosya 3+ kez okunmuş | Bilgiyi ilk seferde kaydet |
| 2 | Wide Grep | Pattern'siz geniş arama | Spesifik pattern + glob filter |
| 3 | Blind Edit | Dosya okumadan edit | Read → Edit sırası zorunlu |
| 4 | Idle Agent | Agent spawn edilip sonuç kullanılmamış | Gereksiz spawn etme |
| 5 | Cascade Fail | Aynı hata 3+ kez retry | Root cause analiz et |
| 6 | Context Pollution | Ana context'te gereksiz büyük dosya okuma | Agent'a delege et |
| 7 | Premature Agent | Basit iş için agent spawn | Direkt tool kullan |
| 8 | Missing Parallel | Bağımsız işler sıralı | Paralel agent/tool call |
| 9 | Over-Engineering | Basit fix için büyük refactoring | Minimal değişiklik |
def calculate_efficiency(session):
score = 100
# Penalties
score -= session.repeated_reads * 5 # -5 per repeated read
score -= session.blind_edits * 15 # -15 per blind edit
score -= session.wide_greps * 3 # -3 per wide grep
score -= session.idle_agents * 10 # -10 per idle agent
score -= session.cascade_fails * 8 # -8 per cascade fail
# Bonuses
score += session.parallel_calls * 2 # +2 per parallel batch
score += session.first_pass_success * 5 # +5 per first-try success
return max(0, min(100, score))| Metrik | Session A | Session B | Delta |
|--------|-----------|-----------|-------|
| Total tokens | 45,000 | 120,000 | +167% |
| Tool calls | 12 | 38 | +217% |
| Time (min) | 3 | 12 | +300% |
| Tasks completed | 2 | 2 | 0% |
| Efficiency score | 88 | 42 | -52% |# Session analizi
btca sessions list --last 7d
btca session <id> --metrics
# Pattern detection
btca session <id> --anti-patterns
# Cost analysis
btca sessions list --sort cost --desc~30 seconds. Free. No account. Every finding cites a rule and a line of evidence.