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mimicailab
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mimicailab

按仓库查看 1 个 GitHub 仓库中的 12 个已收集 skills。

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2026-05-11
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仓库与代表性 skills

mimic-eval
数据科学家

Run Mimic-generated eval scenarios against a target agent skill (default `revenue-recovery`) inside this Claude Code session. Reads `.mimic/exports/mimic-scenarios.json`, sub-agents one run per scenario via the Agent tool, scores responses with hybrid (strict substring + LLM-judge-on-miss + numeric-range) checks, and prints a scored table. Use when the user says any of "run the mimic eval", "score the agent", "eval against the facts", "/mimic-eval".

2026-05-11
churn-investigation
市场调研分析师与营销专员

Identifies cancelled and downgraded customers in the window, with prior MRR, current MRR, delta, and reasons pulled from Stripe cancellation_details and Postgres support_notes. Sub-step inside revenue-recovery.

2026-05-07
mrr-diagnosis
财务和投资分析师

Quantifies the MRR delta for a window and decomposes it into involuntary churn, voluntary churn, downgrades, refunds, and expansion offset. Sub-step inside revenue-recovery — do not invoke standalone unless the operator explicitly asks for the diagnosis only.

2026-05-07
payment-failures
税务审查员、征收员与税收代理人

Pulls failed payment_intents from Stripe in the window, ranks retry candidates by success probability based on decline reason, and surfaces patterns (BIN clusters, expiry waves, single-bank declines). Sub-step inside revenue-recovery.

2026-05-07
reconciliation
数据库架构师

Compares every customer present in both Postgres and Stripe and surfaces drift — status mismatches, mrr_cents disagreements, orphans, and refunds in Stripe not reflected in payments. Sub-step inside revenue-recovery.

2026-05-07
revenue-recovery
会计师与审计师

Use when the operator asks why MRR dropped, who's affected, or what to do about failed payments and churn. Investigates Postgres + Stripe in parallel, produces a recovery plan, and on explicit approval executes payment retries, refunds, and subscription changes against Stripe. Two-phase contract — never auto-executes writes.

2026-05-07
risk-signals
金融风险专家

Correlates affected customers (from churn-investigation, payment-failures, reconciliation) with internal risk_flags and support_notes to surface "we knew this was coming" findings. Promotes any customer with a relevant prior signal up one risk tier in the recovery plan.

2026-05-07
briefing-prep
高级秘书和行政助理

Use when the user has an upcoming external meeting and needs context. Pulls from CRM, meeting notes, email, internal Slack, and the product DB in parallel and produces a one-screen briefing. Strictly read-only — never writes to any system.

2026-05-05
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