ObserveCo skill audit
Tells you if your AI agents are working, what they're doing, and where your money goes.
Pro

Skill Audit

Every skill loads into every session. Bloated skills cost you tokens you never use. Free: manual scan. Pro: auto-watch catches bloat the week it happens.
132
Skills installed
44,700
Tokens loaded per session
$124
Yearly cost (DeepSeek) Free
Manual trim saves $51/yr โ†’ $73
$47
Yearly cost after Pro auto-watch
โฌ‡ $77 saved โ€” 8.5x Pro price
๐Ÿ”’ Auto-Watch Pro
Weekly scan + drift tracking + threshold alerts to Telegram. Catches bloat the week it happens.
Off On ๐Ÿ”’
Identity
Skills
Memory
Tools
Guidance
# Skill Tokens Composition Drift Last used $/yr
1
weather โ›” 4,200
devops
4,200
โฌ† +12% this scan 3 months ago $22.80
2
database 3,100
devops
3,100
โฌ† +58% in 4 weeks 2 weeks ago $16.80
3
github-code-review 2,850
github
2,850
โ€” +3% (stable) Yesterday $15.40
4
second-brain-wiki 2,100
knowledge
2,100
โฌ‡ -8% (trimmed) Daily $11.40
5
imessage 1,800
apple
1,800
โ€” 0% 3 days ago $9.70
6
dspy 1,650
research
1,650
โ€” +2% Last week $8.90
7
stealth-web-scraper 1,420
devops
1,420
โฌ† +22% this scan 2 days ago $7.70

๐Ÿท๏ธ By Category

devops 12 skills ยท 8,720 tokens
github 8 skills ยท 6,540 tokens
knowledge 6 skills ยท 4,210 tokens
apple 5 skills ยท 3,880 tokens
research 10 skills ยท 5,100 tokens
Others (18 categories) 91 skills ยท 16,250 tokens
๐Ÿ”’ Pro Auto-Watch: weekly scan catches bloat the week it starts. $77/year savings on DeepSeek.
ObserveCo ยท Runtime observability for AI agents