tonone-ai

Survey legal artifacts for audit readiness. Use when asked "are we audit ready", "what legal artifacts exist", or "survey our legal docs".

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Design a performance benchmark for an API — test scenarios, metrics, and tooling. Use when asked to "benchmark this API", "design a load test", or "measure throughput".

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Survey existing compliance artifacts — policies, audits, certifications. Use when asked "what compliance docs do we have", "survey our policies", or "inventory our compliance artifacts".

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Design ticket triage system -- routing rules, priority tags, queue structure, and first-response automation. Use when asked to "design our ticket routing", "how should we tag tickets", "set up our helpdesk", or "reduce time to first response".

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Review and redline a contract — flag risk, missing clauses, one-sided terms. Use when asked to "review this contract", "redline this agreement", or "is this contract risky".

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Audit AI spend — per-model cost breakdown, top consumers, waste identification, optimization levers. Use when asked "why is our AI bill so high", "audit LLM spend", or "where is our token waste".

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Design cost reduction strategies — model tiering, prompt compression, caching, batch inference. Use when asked to "reduce our AI costs", "set up model tiering", or "cut LLM spend".

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Map AI cost topology — billing attribution, team-level spend, forecast vs actuals, alert gaps. Use when asked to "map our AI spend", "who is spending on LLMs", or "set up AI cost attribution".

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Reach ANY tonone specialist on demand, even ones not installed in this session's roster — no restart needed. Use when asked "which agent handles this", "reach a specialist we didn't install", "route this to the right agent", or whenever a scoped apex-profile roster is missing the right hat for the job.

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CTO-level project status from git and codebase state. Use when asked "where are we", "project status", "what's done", or at the start of a work session.

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System takeover — take ownership of an existing codebase or inherited system. Use when "we acquired this", "previous team left", "take over this system", "inherited this codebase".

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Spawn-count analytics for the tonone roster — which agents this project actually uses, from local session transcripts. Use when "which agents do we actually use", "show tonone stats", "prune the roster", or before running apex-profile.

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Maintain per-repo and cross-repo changelogs — append structured entries after agent work. Use when asked to "log this change", "update changelog", "what changed", "change history".

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Write support playbook -- response templates, issue-type runbooks, tone guide, and common resolution paths. Use when asked to "write support templates", "build a support playbook", "train our support agents", or "standardize our support responses".

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