Explicit Identity Across Boundaries

SkillDev tools

Explicit Identity Across Boundaries

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Explicit Identity Across Boundaries skill

What this skill tells your AI

The instructions your AI receives, as published by vibeeval/vibecosystem in skills/explicit-identity/SKILL.md and read by ahel’s review.

Never rely on "latest" or "current" when crossing process or async boundaries.

Pattern

Pass explicit identifiers through the entire pipeline. "Most recent" is a race condition.

DO

  • Pass --session-id $ID when spawning processes
  • Store IDs in state files for later correlation
  • Use full UUIDs, not partial matches
  • Keep different ID types separate (don't collapse concepts)

DON'T

  • Query for "most recent session" at execution time
  • Assume the current context will still be current after await/spawn
  • Collapse different ID types:
    • session_id = Claude Code session (human-facing)
    • root_span_id = Braintrust trace (query key)
    • turn_span_id = Braintrust turn within session

Example

// BAD: race condition at session boundaries
spawn('analyzer', ['--learn'])  // defaults to "most recent"

// GOOD: explicit identity
spawn('analyzer', ['--learn', '--session-id', input.session_id])

Source Sessions

  • 1c21e6c8: Defined session_id vs root_span_id distinction
  • 6a9f2d7a: Fixed wrong-session attribution via explicit passing
  • a541f08a: Confirmed pattern prevents race at session boundaries

Signals

GitHub stars
530
Forks
44
Last commit
Aug 2026

ahel recommends instead

Advanced
Catalog kind
skill
Gateway key
explicit-identity-vibeeval
Source
github.com/vibeeval/vibecosystem