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Full-repo SAP CC Go compliance audit against review standards.
Passed 7 of 15 test cases with the skill, and 3 of 15 without it.
and 4 more in the full report
7 fixed3 passed either way10 still failing2 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 7 test cases the skill fixed. Same model, same prompt, with and without the skill.
When Phase 3 report compilation begins during an SAP CC codebase review, which file provides the report scaffold and templates?
| Checked | Without skill | With skill |
|---|---|---|
| loads references/output-templates.md | Missed | Passed |
The instructions your model reads when the skill loads.
Review every package against established review standards. Not checklist compliance — code-level review that finds over-engineering, dead code, interface violations, and inconsistent patterns.
| Signal | Load This File | When |
|---|---|---|
| Phase 1 begins | references/phase-1-discover-commands.md | Detection commands, package mapping, segmentation table |
| Phase 2 begins | references/phase-2-dispatch-agents.md | Full dispatch prompt and per-domain review checklist (11 areas) |
| Phase 3 begins | references/output-templates.md | Report scaffold, per-finding format, severity guide |
Load each reference file at the start of its phase. Do not load all three upfront.
Goal: Map the repository and plan the package segmentation.
Read references/phase-1-discover-commands.md for the exact detection commands, segmentation table, and file-count queries.
Verify this is an sapcc project (sapcc imports in go.mod). If not, stop immediately.
Map all packages, count files per package, and produce a segmentation table (5–8 agents, 5–15 files each).
Gate: Packages mapped, agents planned. Proceed to Phase 2.
Goal: Launch parallel agents that review packages against project standards.
Read references/phase-2-dispatch-agents.md for the full dispatch prompt (11 review areas: over-engineering, dead code, error messages, constructors, interface contracts, copy-paste, HTTP handlers, database patterns, type patterns, logging, mixed approaches).
test cases passed, vs 3 / 15 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.