메뉴
Use when changing shared cache, failure ledger, BudgetGate, or StateLedger foundations.
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
SOC 직업 분류 기준
Use when updating TulingResearch Plus architecture docs, MCP namespaces, or YAML contracts.
Use when maintaining the minimal TulingResearch Core MCP tool loop.
Use when maintaining Campaign -> Strategy -> Tactic -> SOP runtime behavior.
Use when maintaining context init, checkpoint, recover, index, or summarize behavior.
Use when maintaining candidate scoring, ranking, feasibility assessment, and promotion decisions.
Use when maintaining deterministic idea generation and quality-diversity filtering.
| name | tulingresearch-cache-and-ledger |
| description | Use when changing shared cache, failure ledger, BudgetGate, or StateLedger foundations. |
Protect deterministic cache keys, cache metadata, failure retries, budget gates, and state ledger append behavior.
Use this skill when work touches the owner lane, related contracts, modules, tests, or release gates listed below.
tulingresearch-cache-and-ledger or the matching TulingResearch Plus lane.lanes/00_master_ledger.md and the owner lane.src/tuling_research/cache/src/tuling_research_plus/budget/src/tuling_research_plus/ledger/contracts/core_tools.yamlcontracts/error_schema.yamlcontracts/artifact_schema.yamllanes/06_workflow_orchestration.mdtests/unit/test_cache_keys.pytests/unit/test_cache_manager.pytests/unit/test_failure_ledger.pytests/unit/test_budget_models.pytests/unit/test_state_ledger.pytuling_research and Plus package is tuling_research_plus.tulingresearch-plus.tulingresearch- prefix.TulingResearch/TulingResearch_plus.lanes/00_master_ledger.md after meaningful changes.locked.release-critical.