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Read at session start to route development work through the direct or full development loop on Claude Code and Codex.
Passed 3 of 12 test cases with the skill, and 2 of 12 without it.
and 1 more in the full report
4 fixed2 passed either way14 still failing2 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 4 test cases the skill fixed. Same model, same prompt, with and without the skill.
You are preparing to update `src/services/payment.ts` and need to record the plan updates. Can the plan file update and the code implementation be combined into a single patch call?
| Checked | Without skill | With skill |
|---|---|---|
| The response indicates that plan documentation updates and code changes must not be combined in a single patch. | Missed | Passed |
The instructions your model reads when the skill loads.
Skip this router for a bounded subagent task. Read the development loop. Resume an active plan at its recorded step; otherwise choose:
Direct applies only when the result, forced solution, and proof are clear. The change must be reversible and carry no business or design choice. Weighing more than one viable approach is a design choice.
Full applies to everything else. Inspect first, run brainstorming, and agree on the result and proof.
Use create-test for test work or business, integration, KPI, and probabilistic proof. Use best-practices when current external evidence can change a decision.
Then write the plan and chronicle.
In chat, cover result, checks, what is out of scope, approach, files, and risks. Offer the conversation-language equivalents of Approve / Edit / Cancel / Chat about, then stop. Only Approve after that presentation permits implementation; the original request does not.
After approval, implement, verify, explain concepts worth transferring, and review.
Create or update the repository plan and chronicle in completed tool calls before product or plugin edits. Never combine them in one patch. Record Current step: Implement, then complete Implement, Verify, Explain diff, and Review.
test cases passed, vs 2 / 12 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.