Dev Trace
SkillMonitoring & opsEvidence-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.
No other account needed.
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:
- OBSERVE — restate the observation precisely, no interpretation
- FRAME — define the exact "why" question
- HYPOTHESIZE — generate 2+ competing explanations
- GATHER EVIDENCE — for each, collect evidence FOR and AGAINST in parallel
- APPLY LENSES — systems / premortem / science
- REBUT — strongest alternative challenges the leader
- RANK — down-rank contradicted, weak-assumption, failed-prediction explanations
- SYNTHESIZE — best explanation, explicitly provisional if needed
- 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