skills/explicit-identity/SKILL.md
Explicit Identity Across Boundaries
npx skillsauth add vibeeval/vibecosystem explicit-identityInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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Never rely on "latest" or "current" when crossing process or async boundaries.
Pass explicit identifiers through the entire pipeline. "Most recent" is a race condition.
--session-id $ID when spawning processessession_id = Claude Code session (human-facing)root_span_id = Braintrust trace (query key)turn_span_id = Braintrust turn within session// BAD: race condition at session boundaries
spawn('analyzer', ['--learn']) // defaults to "most recent"
// GOOD: explicit identity
spawn('analyzer', ['--learn', '--session-id', input.session_id])
development
Goal-based workflow orchestration - routes tasks to specialist agents based on user goals
tools
Wiring Verification
development
Connection management, room patterns, reconnection strategies, message buffering, and binary protocol design.
testing
VP Engineering perspective - org design (team topologies), process improvement, cross-team dependencies, engineering culture, OKRs, incident management maturity, platform strategy, DX optimization, release management at scale