dag-mutation-strategist vs truenas-aiops

Two General Claude Code skills, side by side. Pick the right skill for your workflow with a side-by-side look at metadata, sample code, and install commands.

Side-by-side

Tag overlap

Sample code from each SKILL.md

flowchart TD
  F[Failure detected] --> T{Failure type?}
  
  T -->|Transient: API timeout, rate limit| R[Retry with backoff]
  T -->|Model: wrong format, refusal| M{Budget allows upgrade?}
  M -->|Yes| U[Replace with stronger model]
  M -->|No| P[Rephrase prompt, same model]
  
  T -->|Contract: output schema mismatch| C[Retry with explicit schema in prompt]
  T -->|Quality: below threshold| Q{Iteration count?}
  Q -->|< max| L[Loop back with feedback from dag-quality]
  Q -->|≥ max| E{Challenge…

uv tool install truenas-aiops
truenas-aiops init       # interactive wizard: connection + encrypted API key
truenas-aiops doctor

When to choose each

dag-mutation-strategist — Decides HOW to mutate a DAG when a node fails, quality is below threshold, or new information changes the plan. Selects from mutation strategies (add node, replace agent, fork paths, loop back, downgrade model) based…

truenas-aiops — Use this skill whenever the user needs to operate TrueNAS SCALE storage — a one-shot health overview, system info, read-only diagnostics / RCA (pool health, alerts & dataset capacity), inspect ZFS pools…

Both are free to install. If you're unsure, install both — Claude Code skills are isolated by filename and only collide if their trigger phrases overlap (rare). The richest signal is the SKILL.md body itself — open both skill pages and read the first paragraph of each.

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