Dev Trace

SkillMonitoring & ops

Evidence-driven causal tracing with competing hypotheses. Use when an observation has multiple plausible explanations and you need to systematically rank them with evidence FOR and AGAINST each. Pairs with @trail-tracer.

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 Dev Trace skill

What this skill tells your AI

The instructions your AI receives, as published by evolution-foundation/evo-nexus in .claude/skills/dev-trace/SKILL.md and read by ahel’s review.

Derived from oh-my-claudecode (MIT, Yeachan Heo). Adapted for the EvoNexus Engineering Layer.

Causal investigation with multi-hypothesis discipline. Generate at least 2 explanations, collect evidence FOR and AGAINST, rank by strength, end with a discriminating probe.

Use When

  • Observation has multiple plausible causes
  • "Why did this happen?" — and you don't want to jump to the first answer
  • Multi-causal problem (intermittent bugs, regional anomalies, performance puzzles)
  • Need to preserve uncertainty rather than collapse to one answer prematurely

Do Not Use When

  • Cause is obvious → just fix it via @hawk-debugger
  • Single-cause bug with clear stack trace → @hawk-debugger
  • Just needs codebase search → @scout-explorer

Workflow

Delegate to @trail-tracer:

  1. OBSERVE — restate the observation precisely, no interpretation
  2. FRAME — define the exact "why" question
  3. HYPOTHESIZE — generate 2+ competing explanations
  4. GATHER EVIDENCE — for each, collect evidence FOR and AGAINST in parallel
  5. APPLY LENSES — systems / premortem / science
  6. REBUT — strongest alternative challenges the leader
  7. RANK — down-rank contradicted, weak-assumption, failed-prediction explanations
  8. SYNTHESIZE — best explanation, explicitly provisional if needed
  9. PROBE — name the critical unknown and the discriminating next experiment

Output

Saved to workspace/development/debug/[C]trace-{topic}-{date}.md using the dev-trace-report.md template.

Pairs With

  • @trail-tracer (the executor)
  • @hawk-debugger (when trace converges to a clear bug)
  • @apex-architect (when trace reveals architectural issues)

Signals

GitHub stars
533
Forks
177
Last commit
May 2026
Advanced
Catalog kind
skill
Gateway key
dev-trace
Source
github.com/evolution-foundation/evo-nexus