Use when applying supplied account and contact ICP gates to records or auditing eligibility decisions before scoring or outreach.

Use when mapping supplied roles or stakeholder evidence into buyer, user, champion, and blocker personas for an offer or account.

Work on the `snb-worktime-webui` project in the SNB repository: a Go application with an embedded web UI for calculating employee worktime from Windows session snapshots and workstation or network activity windows. Use when adding features, fixing bugs, adjusting parsing rules, changing calculation logic, refining the web UI, updating Windows build flow, or integrating new telemetry sources for this specific project.

Use when mapping supplied contact identities to buyer personas, verifying current roles and employers, or identifying missing stakeholder coverage.

Use when deriving evidence-backed outreach angles for a supplied contact from verified account context and dated research.

Use when drafting a bounded reply to a supplied prospect objection after contact-specific outreach gates are known.

Use when drafting finite evidence-backed follow-ups while treating clear negative replies and stop requests as terminal.

Run an explicitly requested execution, independent critique, and revision workflow for a task or artifact, with evidence-backed scoring, category floors, a brief security screen, and at most three review rounds. Use only when the user invokes $critic-loop or explicitly requests this bounded critic workflow; do not add it to ordinary reviews.

Use when converting a supplied interaction or reply into a structured CRM-note draft without changing an external record.

Use when preparing review-only scheduling copy after meeting appropriateness and explicit consent are independently established.

Use when turning supplied product, service, or company evidence into an SDR offer brief before targeting or drafting outreach.

Use when deriving an account and contact ideal customer profile from supplied market, customer, qualification, or exclusion evidence.

Use when classifying supplied prospect replies for intent, objections, opt-outs, uncertainty, and routing boundaries.

Use when designing a finite evidence-backed outreach sequence for an eligible contact without scheduling or sending it.

Use when assembling a concise evidence-backed account and contact brief from supplied records and dated research.

Use when turning a supplied market source, account excerpt, or industry item into an ICP-relevant messaging and research brief.

Use when diagnosing supplied outreach-sequence results, funnel metrics, segment differences, and possible performance explanations.

Use when auditing supplied account, contact, reply, or pipeline records for missing, stale, conflicting, duplicate, or unsupported values.

Use when rewriting supplied factual outbound copy into channel-specific offline drafts without changing its evidenced meaning.

Reconcile project-owned AGENTS.md, CLAUDE.md, and scaffolded artifacts with the current flowai framework templates.