clawic

Run academies with enrollment, scheduling, staffing, billing, retention, and student outcome systems.

Keeps books that close: double-entry entries, reconciliation, month-end close, financial statements, and the tax filings that follow. Use when transactions need coding to a chart of accounts, when the books do not balance or a reconciliation is off by an…

Design and optimize affiliate programs with partner scoring, commission economics, tracking QA, fraud controls, and compliance reviews.

Designs, debugs, evaluates, and hardens AI agents — the loop, tools, memory, context budget, cost, and escalation — independent of any framework. Use when an agent loops forever, repeats a tool call, drifts from its instructions after many turns, invents tool…

Send local files to nearby Apple devices through AirDrop with macOS guardrails, staging checks, and automation-friendly workflows.

Audits an AI agent's own setup — workspace, config, memory, skills, jobs, integrations — and reports what is broken, exposed, or wasteful. Use when asked to check the system, run a health check, or diagnose the setup, or when something feels off or the agent…

Builds, debugs, ships, and hardens Android apps: Gradle, Jetpack Compose, XML Views, ADB, and the Play release path. Use when a Gradle build fails or a dependency resolves to the wrong version, an APK will not install, or `adb` cannot see the device; when the…

Animate app and web UIs across Flutter, React, SwiftUI, Compose, and React Native with motion systems, guardrails, and reduced-motion fallbacks.

Run or change the macOS UX trace harness for action-to-visual-completion latency, scroll stability, fixture pressure, and baseline evidence.

Capture and compare Clawix UI performance budgets for critical flows before optimizing visible or runtime UI behavior.

Add or improve canonical data catalog collections, fields, aliases, relations, evidence tags, docs, and tests.

Work from a registered surface or transverse route by inspecting nodes, neighbors, edges, contracts, owners, tests, and gaps before editing.

Audit ClawJS/Clawix code hygiene without editing code, producing categorized findings, baseline status, and validation evidence.

Apply public, contributor-safe commit hygiene without maintainer-private automation, timestamps, ledger rules, or push policy.

Turn a new or changed ADR into implemented behavior, routing docs, tests, and guardrails rather than leaving it as standalone prose.

Change the public agent-facing CLI surface while preserving registry-backed discovery, JSON envelopes, aliases, docs, and tests.

Work from a registered surface or transverse route by inspecting nodes, neighbors, edges, contracts, owners, tests, and gaps before editing.

Add or improve canonical data catalog collections, fields, aliases, relations, evidence tags, docs, and tests.

Work on macOS control, permissions, native execution, audit, or Clawix host integration through the Mac Control Plane contracts.

Review Claw/ClawJS changes for zero-surprise install, progressive activation, module modes, optional dependencies, and capability/area visibility.

Evaluate Need Route Lab routes against CLI, framework, storage, UI, docs, tests, validation, permission, and data coverage.

Dedupe, score, relate, and prioritize Need Route Lab opportunities before backlog or report promotion.

Prepare approval-gated Need Route Lab opportunities for docs, report, backlog, or issue promotion without publishing directly.

Generate composable Need Route Lab scenarios from human needs, domains, target surfaces, autonomy preferences, and validation constraints.