Small inconsistencies in motion, surfaces, and icons can make an interface feel unfinished. This skill provides concrete rules and values for focused improvements.

AI work can appear complete before the result is opened, tested, or checked against the request. This skill adds staged planning, real-environment verification, and honest completion levels.

Connecting external identity and payment providers to InsForge requires careful token, database, and protocol setup. This skill provides provider-specific implementation and verification guidance.

HyperFrames projects can become difficult to edit when scenes and media create unlabeled timeline rows. This skill defines track grouping, scene composition, caption placement, and safe-zone rules for Studio.

Convex applications need reliable coverage for data access, authentication, errors, and scheduled work. This skill guides you through focused Vitest tests against an in-memory backend.

Production failures can be difficult to collect and investigate without exposing sensitive data. This skill guides Sentinel setup, redaction, monitoring, and optional automated triage.

Production errors often produce uncertain fixes that stop before verification. This skill triages defects, prepares certified changes, and keeps merging under human control.

Existing Convex applications can accumulate security, scaling, dependency, and observability gaps. This skill creates a prioritized plan and applies approved improvements.

Convex teams need a reliable way to react to the next important development or production event. This skill waits for typed events and directs the response.

Production schema migrations can fail when existing documents do not match new validators. This skill rehearses the migration on snapshot-seeded preview data before promotion.

Convex incidents can be difficult to explain from large log streams and health events. This skill produces focused findings with evidence and verification links.

Convex onboarding problems can remain hidden inside coding-session transcripts. This skill submits an approved transcript for analysis and summarizes actionable system improvements.

Understanding an unfamiliar Convex application requires connecting schemas, functions, authentication, and integrations. This skill produces a structured, source-grounded architecture map without modifying the application.

Recurring jobs can fail, duplicate work, or expose public functions when schedules and handlers are poorly designed. This skill guides Claude, Codex, and Claude Code to create safe Convex schedules with internal, idempotent, small handlers.

Shot notes are difficult to compare with footage when they live in separate files. This skill combines both into a synchronized video with an animated shot panel.

Firestore Rules can expose private data when access and validation logic are incomplete. This skill helps create structured rules with least-privilege access, schema checks, and security test scenarios.

Manual shot breakdowns are slow and timing estimates are unreliable. This skill measures cuts and motion, then produces structured reviews and interactive reports.

Mobile web applications often feel awkward because browser defaults conflict with touch interaction and changing viewports. This skill applies focused CSS and metadata fixes for a more native mobile experience.

Reusable GTM work needs consistent setup, testing, approvals, and run tracking. This skill creates and maintains workflow projects with cost-aware checks and deployment steps.

GTM context can become inconsistent when organization files, members, and Git history are managed manually. This skill guides creation, updates, validation, migration, and repair with clear approvals.