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Evaluate 4 execution strategies (sequential, parallel-subagents, workflow, agent-team) for a phase or fan-out task. Outputs 7-signal score table, agent count math, cost guards, and strategy recommendation.
Passed 19 of 23 test cases with the skill, and 7 of 23 without it.
and 21 more in the full report
14 fixed7 passed either way3 still failing1 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 13 test cases the skill fixed. Same model, same prompt, with and without the skill.
Our active plan modifies 6 files including public auth contracts (`S2` and `S6` present). What mandatory step must the orchestrator take before spawning `vc-execute-agent`?
| Checked | Without skill | With skill |
|---|---|---|
| Surfaces strategy recommendation before spawning execute agent | Missed | Passed |
| Waits for explicit user confirmation before code edits begin | Passed | Passed |
The instructions your model reads when the skill loads.
Output style: Follow
process/development-protocols/communication-standards.md— answer-first, plain language, no unexplained jargon, TL;DR on long responses.
Evaluate 4 execution strategies for any RIPER-5 phase or fan-out task. Computes the 7-signal score, shows explicit agent count math, applies cost guards, and outputs a ranked strategy recommendation.
All strategies use the existing vc-system agents and skills. The question is only how they are orchestrated.
Every spawned agent — across ALL four strategies (sequential, parallel subagents, dynamic workflow, agent team) — defaults to sonnet. Spawn opus ONLY when the agent is carrying out real source-code or build execution (writing/editing code, running builds, applying migrations). Planning, research, analysis, validation, review, and synthesis all run on sonnet.
Concrete rules:
agent() call in a workflow. State the model explicitly when spawning.agent() step whose job is to modify source / run a build). The RIPER-5 phase that runs on opus is EXECUTE; all other phases (RESEARCH, SPEC, INNOVATE, PLAN, VALIDATE, UPDATE PROCESS) run on sonnet.model: 'sonnet' on agent() calls by default; pass model: 'opus' only on the execution stage that writes code or runs builds.Rationale: opus is reserved for the one place judgment-under-execution materially changes code quality. Everything upstream is sonnet-cheap without quality loss, and this keeps fan-outs (which multiply agent count) on the cost-efficient tier. This mirrors the live agent frontmatter: vc-execute-agent, vc-fast-mode-agent, and vc-quick-fix-agent are opus; every other vc-agent is sonnet.
This skill runs in one of two modes. Choose based on context availability and decision stakes.
Score the 7 signals from information already present in the conversation context. No additional file scanning.
Use Simple Mode when:
test cases passed, vs 7 / 23 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.