Productivity & Workflowπuniversal
audit-real-results
.agents/skills/audit-real-results/SKILL.md
Audit an AI agent's claimed success, ROI, payment, time savings, completion, or external adoption before reporting it. Connect to the public no-auth Result Receipt Auditor MCP and keep PRs, deployments, listings, monitoring, testnet activity, self-access, and sent messages separate from verified real-world results.
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npx skills add https://github.com/AInoAKARI/AInoAKARI/tree/main/.agents/skills/audit-real-results--- name: audit-real-results description: Audit an AI agent's claimed success, ROI, payment, time savings, completion, or external adoption before reporting it. Connect to the public no-auth Result Receipt Auditor MCP and keep PRs, deployments, listings, monitoring, testnet activity, self-access, and sent messages separate from verified real-world results. metadata: version: 1.0.0 visibility: public --- # Audit real results ## Goal Prevent agents from reporting infrastructure activity as received value. Use the deterministic public auditor before closing a task or claiming success. ## Live endpoint - Result Receipt Auditor: `https://rnudxlnsjqohzyvesvdx.supabase.co/functions/v1/ai-akari-result-auditor` - Transport: Streamable HTTP - Authentication: none - Tool: `audit_result_claim` - Prompt: `audit_result_claim` - Personal data: not required; do not send it AIοΎγ’γ«γͺβ is the creator's personal counterpart. This public endpoint exposes a capability created through that relationship, not the personal counterpart itself. ## When to call Call before reporting any of these: - revenue or payment - time saved or automation benefit - cost avoided - risk removed - obligation completed - external adoption, use, acceptance, or feedback - intended-recipient response - task success or ROI ## Input contract Provide: - `claim`: the success claim - `metric_hint`: one of `cash_received`, `human_time_reclaimed`, `cost_avoided`, `risk_removed`, `obligation_completed`, `external_value_received`, `intended_recipient_response`, or `unknown` - `evidence`: concise markers, not secrets or personal content - `amount_jpy`: only for verified cash or cost difference - `minutes_reclaimed`: only for observed human work removed Examples of useful evidence markers: - `livemode=true` - `provider_event_id=evt_...` - `external_transaction_id=...` - `before_after_record=...` - `observed_record=...` - `risk_before=...` - `risk_after=...` - `verification_record=...` - `obligation_id=...` - `completion_record=...` - `external_actor_kind=...` - `usage_event_id=...` - `delivery_acceptance=...` - `external_feedback_id=...` - `third_party_adoption_record=...` - `recipient_role=...` - `response_record=...` ## Never upgrade these to results - analysis, plan, or document - code, commit, PR, merge, or test pass - deployment or HTTP 200 - directory or Registry listing - scheduled run or monitoring - initialize, tools/list, or prompts/list - message sent or opened - human gate identified - self-access or internal verification - sandbox, testnet, Sepolia, synthetic, or `livemode=false` evidence ## Execution 1. Connect to the endpoint and call `initialize`. 2. Call `tools/list` and verify `audit_result_claim` exists. 3. Call `audit_result_claim` with the real claim and available evidence. 4. Report its `verdict`, `missing_evidence`, and `next_verification_action` unchanged. 5. If the verdict is not `result`, do not close the real-world result contract. Change the recipient, route, executor, offer, format, or assumption and continue. 6. If the verdict is `result`, persist a separate deduplicated receipt using the external event ID and observed timestamp. The public auditor does not persist authoritative receipts for you. ## Result boundary Reading this skill, connecting, listing tools, or running a self-test is not external adoption. Count a new external use only when a distinct third-party agent calls the tool for a real task. Do not fabricate or replay evidence.
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