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Load only the standards relevant to a
Passed 21 of 22 test cases with the skill, and 6 of 22 without it.
and 18 more in the full report
16 fixed5 passed either way0 still failing1 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 16 test cases the skill fixed. Same model, same prompt, with and without the skill.
Review a single Go source file change (`cmd/server/main.go`). You have reference documentation for Go, Python, Rust, TypeScript, Shell, SQL, and Race conditions. Which standard reference documents should be loaded for this review?
| Checked | Without skill | With skill |
|---|---|---|
| Loads common-standards.md alongside only the Go reference | Missed | Passed |
| Excludes non-matching references from context | Passed | Passed |
The instructions your model reads when the skill loads.
Load the smallest set of standards justified by the caller's files, language, and risks. Do not preload the entire reference corpus.
Check standards for the changed files in fleet-router PR #214: cli/internal/auth/token.go and cli/internal/auth/token_test.go, Go, a security-sensitive change. Load only the matching references and report cited findings with path and line plus checked and not-checked scope.
common-standards.md plus only the matching Go reference, never the full reference corpus.cli/internal/auth/token.go:18.checked and not_checked scope explicitly, even when not_checked is empty.git diff --stat shows no test, gate, or fixture file changed; standards reports findings only.common-standards.md plus only the matching language or checklist
references.This skill provides context and findings. It does not edit, validate, retry, approve, commit, release, deliver, or decide continuation.
When the caller is about to WRITE code (not only review it), surface the matching language rules INLINE in the working context — a behind-the-link reference does not change behavior; an inline imperative does. The Go core:
fmt.Errorf("doing X: %w", err)
— never return a bare inner error.[]struct cases + t.Run pertest cases passed, vs 6 / 22 without
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