livepowers-role-finance

Plugin livepowers-role-finance from marketplace livepowers-marketplace in zhanglunet/livepowers. Commands read from the repo's manifest — today.

Skills (10)

• acceptance-gates

  Use when any candidate capability, ontology change, spec implementation or agent-produced result is about to enter production, or whenever an agent or person says "done" and that claim needs to be confirmed. 报表上线、注册前需要独立审查验收，候选能力进入生产、或任何"已完成"需要被确认时使用。

• env-scan-ontology

  Use when onboarding a new database, business system, API set or customer site, when starting a brownfield or greenfield delivery, or whenever schema / interface drift is suspected. 接入新环境、扫描库表生成本体、检测环境漂移时使用。

• explore-with-evidence

  Use when the capability registry misses, when a request is new, rare or the environment has changed, and the agent must reason it out with the LLM (write SQL, analyze, trial-and-error, orchestrate tools). 注册表未命中、需要 Agent 自主探索时使用。

• night-loop-planning

  Use when a task must run for hours or overnight, should use idle off-peak compute, needs a strong model to plan and cheaper models to execute, or must be split into resumable concurrent jobs. 规划夜间 / 长程任务时使用。

• oltp-action-safety

  Use before exploring, crystallizing or executing any action that writes production state (create, update, transfer, approve, bill, push configuration), including on legacy systems without transactions. 任何写生产状态的动作之前使用。

• ontology-evolution

  Use when a task needs an object, relation, state, metric definition or rule the ontology does not have, when two definitions conflict, or when a business rule changes (new policy, new threshold, new effective date). 需要新增或修改本体定义、规则变更时使用。

• ontology-grounded-spec

  Use before implementing any business feature, report, dashboard, query, transactional command or workflow, and whenever a request is ambiguous about scope, definitions or acceptance. 实现任何业务功能之前使用。

• outcome-ledger

  Use when committing to a business outcome, choosing pilot scenarios, reporting value, comparing delivery approaches, or preparing outcome- or workflow-based pricing. 衡量业务结果、核算单位成本、论证价值时使用。

• system1-first

  Use when handling any business request (query, report, dashboard, business operation, routine task), before reasoning it out from scratch. 收到业务请求准备动手，或想先找注册表里的现成固化能力时使用。

• using-livepowers

  Use when starting any conversation that touches business software, data analysis, transactional systems, ontology, agent product delivery, long-running jobs or multi-agent work, before any response or action. 开始任何企业业务软件 / 数据分析 / 交易系统 / 本体 / 智能体交付 / 长程任务 / 多智能体工作前使用。

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