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Public Behavior Usage 57 EN
riido-publicaudit is a Go maintainer tool for collecting evidence about small public behaviors. Humans and agents can inspect inputs, errors and source revisions. It does not choose models or approve code edits. General users continue using riidolaya/riido-shortclaim.
From the repository root with Go1.27.1, replay actual APIs and compare preserved outputs, sources and expectations on Linux or macOS. This does not run the historical Darwin binary on another OS or create official samples.
go test ./cmd/riido-publicaudit -run TestPublishedFiniteAuditReplay -count=1Raw UTF-8 and hex in probes must agree. Original observations distinguish normative, descriptive API and stronger policy expectations. source_read_hypothesis is a pre-observation prediction, never acceptance criteria. The tool does not fill model prose with derived outcomes or hidden source IDs.
The original collection used this sequence. Build with Go1.27.1 Darwin/arm64, CGO0 and the three flags in the recipe; the executable must match the plan's SHA. Existing files/directories are refused. Fresh output is not a global execution-count gate; the official one-attempt record belongs to the external experiment ledger.
CGO_ENABLED=0 go build -trimpath -buildvcs=false -p=1 -o ./riido-publicaudit ./cmd/riido-publicaudit
./riido-publicaudit plan --repo . --source-commit 9e99914f6d1e35aa9d97413f80fc6e03768e97ce --out NEW_PLAN_FILE
./riido-publicaudit audit --repo . --input-commit 1462c705087f24666049f8bd31d317490c05dbeb --out NEW_RESULT_DIRECTORYaudit reads fixed repository execution-plan-57.json and probes-57.json. Creating a plan does not automatically replace them. Original frozen commits must be available locally; a checkout containing only squashed main history needs to fetch those public commits separately. Another OS/toolchain/binary requires a separate experiment with new plan/input freeze, preserving historical observations.
Only strict_parse, compare, glob_match and glob_validate are supported. No arbitrary source execution or filesystem globbing. Invalid UTF-8, oversized inputs, unlisted source, tampering, duplicate keys, extra fields and missing input freeze fail before observations. Known library errors are observations; panic/unclassified errors remain unknown.
Expectation disagreement is a valid research outcome and does not itself fail the process. Incomplete/unknown observations and storage failures return nonzero. Storage-failure diagnostics retain the already-started observation count; no automatic official retry occurs. This tool is not a CPU/RSS/GPU/latency profiler.
riidolaya is experimental. No demonstrated Codex cost savings; repository selection is preview-only.
riidolaya는 실험 단계입니다. Codex 절감은 미입증이며 저장소 선택은 preview입니다.
English README · 한국어 README · Versioned Wiki sources / Wiki 원본
이전 연구 안내 펼치기 / Earlier research
- 실제 이어 학습 V3 · 한국어 · Actual V3 training · English
- 진행·완료 보고·질문100건 결과 KO · 100-case results EN
- 라벨·이모지·상태 힌트 KO · Content/state hints EN
- 개발 진행·완료 보고·질문 pilot KO · Development pilot EN
- 작은 검증 기록 KO · Compact evidence EN
- 현재 개발 자료 35개·다음 학습 조건 · 35-row data and next training gates
- 개발용 학습 자료 2개 · Two qualified training requests
- 첫 두 과제 실제 관측 · First two actual observations
- 전체 사용법 KO · Full usage EN
- 작은 동작 힌트 KO · Small hints EN
- 설명 보강 비교76 · Caption diagnostic76
- Go 압축 가중치78 · Packed Go weights78
- 공개 함수 동작 검증 · Public function verification
- 다음 학습 자료 준비 · Training data preparation
- 동작에서 학습 정답·실제 학습79 · Grounded labels and actual fit79
- 소스 동작 관찰 · Source observations
- 저장 크기와 RAM · Storage and RAM
- 라이선스 · Licensing
- 시점별 기록 원문 / Chronological history
- 전체 연구 링크 / Full research index
- 문서 목록 / Documentation