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Agentic loop skill for building SaaS, DaaS, and AIaaS projects as a Senior Software Developer.
Passed 10 of 19 test cases with the skill, and 7 of 19 without it.
and 5 more in the full report
6 fixed6 passed either way8 still failing2 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 6 test cases the skill fixed. Same model, same prompt, with and without the skill.
In loop 1 verification, unit tests passed but Docker startup failed due to missing environment variable DATABASE_URL. Transition to the next loop iteration.
| Checked | Without skill | With skill |
|---|---|---|
| Output uses header [ITERATE] -> Loop 2. | Missed | Passed |
| Unresolved DATABASE_URL environment variable gap is listed under CARRYING. | Missed | Passed |
The instructions your model reads when the skill loads.
Senior Software Developer skill for building SaaS / DaaS / AIaaS projects through a structured agentic loop:
Prompt → Plan → Execute → Verify → Iterate
If the caveman skill is installed, activate it at session start to compress loop overhead.
If it is not available, proceed normally — do not fail or mention it.
Rules while caveman is active:
[PLAN] [EXEC] [VERIFY] [ITERATE]Infer everything you can from the user's request first. Only ask about what is genuinely missing — never re-ask something the user already stated:
Output a confirmed Project Brief:
GOAL: [one-line description]
test cases passed, vs 7 / 19 without
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