xvision

Orient an agent USING xvision as a product — running `xvn` CLI verbs, the embedded dashboard, MCP tools, strategy/eval workflows, the live Tailscale nodes, and the remote CLI job surface. USAGE ONLY. If the task is editing crates/**, frontend/web/**, migrations, contracts, or CI/deploy scripts, use `xvision-dev` instead; do not load this skill just because the cwd is the xvision repo.

Use when QAing the xvision app through direct API or CLI calls, especially to verify Strategy, Scenario, and Eval create/edit/delete behavior, detect manifest drift, duplicate records, or invalid model resolution, and collect raw HTTP evidence without the browser UI.

Use when asked for a UX/UI audit, design review of the running product, "audit the site", or before a demo/launch — boots the real site, screenshots every page (desktop + mobile), audits like a senior design lead on day one, prioritizes P0-P3, fixes safe small issues on the spot, and writes an actionable report to docs/design-audit/.

Operate the xvision autooptimizer: distill Observations into candidate Patterns, run the gate against today and the untouched test period, record blind findings, activate or retire Patterns, and preserve the lineage evidence for audit.

Operate and audit the xvision self-improvement flywheel across memory capture, autooptimizer, training run example pools, child training, lineage, velocity, and look-ahead-protection evidence.

This skill is for interface design — dashboards, admin panels, apps, tools, and interactive products. NOT for marketing design (landing pages, marketing sites, campaigns).

Operate xvision's persistent memory layer: inspect Observations and Patterns, preview recall safely, manage Pattern lifecycle, run leakage probes, and avoid F+L+T violations.

Use when starting a new team-coordination track in the xvision repo. Walks through the sync-before-work ritual — checks `team/board.md`, validates the worktree state against `team/contracts/<slug>.md`, runs `scripts/board-lint.sh`, and outputs the briefing statement before any code is touched. Pair with `xvision-dev`.

Authoring SQLx migrations or schema changes in the xvision repo. Enforces the 2026-05-10 terminology lock (Strategy/Agent/cycle_id), the dual-migration-dir layout (xvision-core + xvision-engine), and migration safety conventions. Use when adding a file under `crates/*/migrations/`, renaming a column, or changing the cycle/agents/strategies schema. Read this skill before writing any `*.sql` under crates/.