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Guides a new developer through five staged challenge sets covering architecture, domain, patterns, and hardening.
Passed 22 of 22 test cases with the skill, and 3 of 22 without it.
and 18 more in the full report
19 fixed3 passed either way0 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 19 test cases the skill fixed. Same model, same prompt, with and without the skill.
In our staged codebase orientation framework, what exact difficulty score is defined for Stage 3 (Interfaces)?
| Checked | Without skill | With skill |
|---|---|---|
| States that Stage 3 difficulty is 3. | Missed | Passed |
The instructions your model reads when the skill loads.
Walk a new developer through the codebase in structured stages.
gauntlet:challenge)gauntlet:extract)| Stage | Focus | Categories | Difficulty |
|---|---|---|---|
| 1 | Big picture | architecture, data_flow | 1-2 |
| 2 | Core domain | business_logic | 2-3 |
| 3 | Interfaces | api_contract, data_flow | 3 |
| 4 | Patterns | pattern, dependency | 3-4 |
| 5 | Hardening | error_handling, business_logic | 4-5 |
After stage 5, the developer enters the regular gauntlet. Answer history carries over.
test cases passed, vs 3 / 22 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.