zadanthony/meta-workflow/task-classification

Claude Code and agent skill by zadanthony/meta-workflow

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Use at the very start of a task, before anything else, to decide how much process it deserves — chat / trivial edits / simple docs get done immediately; design / build / exploration enter the loop. Judge by blast radius, not by how long the request was. Part of meta-workflow (Step 0).

Install

npx vskill@latest install zadanthony/meta-workflow/task-classification

SKILL.md

Step 0 — Classify the task (the throttle)

Why this exists: the cost of process must stay below the cost of the mistake it prevents. There are two opposite failures here, and most workflows only guard against one:

  • Running a full loop on a typo — process as theater.
  • Straight-lining a one-line change to shared infrastructure — a real mistake shipped fast.

This step is the throttle that avoids both.

The pre-check (do this first, it's the one people skip)

Is this message starting a new task, or pushing forward / signing off an in-flight heavy one? A short reply — "yes", "do B first", "ship the second one too" — that advances heavy work inherits that work's weight. Do not re-classify it by the literal size of the sentence.

(Inheriting weight ≠ re-running the full loop for every sub-action; a sign-off or wrap-up sub-step runs at its own actual risk, but the acceptance bar stays at the original task's level.)

Then classify (only for genuinely new tasks)

TypeExamplesWeight
Chat / Q&Aexplain a concept, look up a value, "what is X / will Y happen"answer directly
Trivial edittypo / config / single line, and the change touches nothing sharedjust do it, no self-check
Simple doc / codeone small function, doc wording, touching nothing shareddo it + light wrap-up check
Designmechanism / architecture / skill design, selection, design docsfull loop ①→⑤, weight ①②④
Buildmulti-stage feature / pipeline, cross-file change, or any "fix" whose change lands on shared infrafull loop, weight ② per-stage acceptance + ④ per-stage verify
Explorationthe goal itself can only be set by exploringopen loop (if budgeted)

The iron rules

  • Judge by where the change lands, not by how long the message is. Anything touching shared

infrastructure — hooks, schedulers, pipelines, eval, rules, automation, persistent state docs — is heavy even if it looks like "a small bug." Definition/architecture → Design; concrete feature/fix → Build; both run the full loop.

  • A metric claim (a number + a metric word: recall, precision, cost, coverage, latency…)

appearing → heavy by default, when this turn will actually produce a change. Pure explanation / diagnosis / questions about infra do not escalate — unless that diagnosis will drive a heavy decision or act as a quality gate.

  • When unsure, go heavier.

Output

State the task class and the weight you'll run at. Then proceed: trivial → do it; design/build → go to clarify-intent (Step ①).

Security

  • Security scanPassed, 90 of 100Pattern checks on the skill's files.
  • Model reviewPassed

Quality evaluation

  • Task evaluationNot runNo evaluation yet. Run one in Skill Studio.

Source

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