📚 resourceActiveCuratedlow

ai-observer

by tobilg

Unified local observability for AI coding assistants

Stars

228

Skill Type

📊 Data Fetching & Analysis

Quality Score

130/200

License

MIT

Forks

20

Last Updated

Jun 11, 2026

Discovered

Mar 27, 2026

Validation

Passed

github.com/tobilg/ai-observer

Quality Breakdown

130/ 200

Content Signals

✓Gotchas/Edge Cases+40
✓Progressive Disclosure+30
â—‹Trigger Description+20
✓Verification/Safety+20
✓Code Examples+15
â—‹Composability+15

Repo Health

✓Recent Activity+15
✓Scripts/Automation+10
â—‹Real Usage (Issues)+10
â—‹Single Responsibility+10
✓Config/Persistence+10
✓Install Instructions+5

Multi-platform bonus: +5 pts if tool supports 2+ platforms. Score derived from 12 structural signals — not stars or popularity.

Trust & Verification

low

Standard permissions only. Safe for general use.

Active

Updated within the last 90 days. Actively maintained.

Unverified skill. Always review source code before installing any skill from an unknown author.

Risk Assessment

  • Repository is an observability/monitoring backend tool, not a code execution framework
  • No autonomous agent spawning or multi-agent orchestration detected
  • No install scripts or bootstrap automation that modifies system state
  • No persistent configuration modification files like MEMORY.md (CLAUDE.md is documentation only)
  • No external code execution or remote command execution capabilities
  • No offensive security, pentesting, or exploit language in codebase