LucaDominici
UserAI development governance framework — generates AGENTS.md, tool configs, GitHub infrastructure, and quality gates for any repo
Categories
Indexed Skills (18)
close-gold-gap
Use when the gold-audit reports an N/P gap (or a manual check) and you want the deterministic remediation recipe — scaffold/test/config/process — that closes it for a REAL reason, never by faking it.
gold-audit
Use when the user wants to measure how close the project is to gold-standard quality — runs the deterministic `arbiter gold-audit` engine and reports the level band plus a prioritized list of what is missing. Read-only; never changes code.
levelup
Use when the user wants to raise a governed project's gold level honestly — runs /gold-audit, composes a remediation wave that closes each gap for a REAL reason via /close-gold-gap, then re-audits with the no-regress ratchet + anti-fake-green guards. The level rises only by a real verdict flip; un-closeable gaps become needs-human, never faked.
refutation
Adversarial refutation-by-majority protocol (M13). Dispatch N independent read-only skeptics with an explicit REFUTE mandate per high-stakes finding; a finding survives only with a strict UPHELD majority. Persist skeptic verdicts as E1 agent-return envelopes and write the refutation-required marker so scripts/check-refutation-verdicts.mjs can adjudicate.
senior-survey
Use BEFORE creating any new file under src/. Guides grep + classify + decide protocol and emits a structured Survey block for the plan that the pre-edit hook can validate.
ssot-navigation
Use when starting any task to determine which arbiter SSOT documents to read and in what order.
visual-verification
Automated visual regression check via Playwright — 5 DOM checks × 3 viewports (375/768/1280). Produces pass/fail grid + screenshot paths under .arbiter/evidence/visual/.
wave-drain
Use when draining the open backlog at maximum throughput. Batch up to ~10 workable issues into a WAVE, plan and review the wave once cumulatively, dispatch parallel TDD agents in isolated worktrees, then integrate into a SINGLE wave PR merged GREEN. Issues that cannot proceed become needs-human with a blocker report. The orchestrator directs parallel agents — it never implements.
tabletop
Use when the user wants a use case walked end to end the way a user lives it — narrate the journey as the persona, execute every read-only or dry-run step, compare what the docs promise against what actually happens, and record the disagreements as owned findings. Evidence only; never changes the repo.
clean-code
Gate-map for code quality — which gate mechanically enforces each limit (jscpd/knip/madge/complexity/ratchet). Use when reviewing code quality or before adding code that might duplicate or over-complicate.
tdd
Use when implementing any feature or bugfix. Red-Green-Refactor cycle enforced. Write the failing test first, then minimal implementation.
architect-review
Use when introducing new modules, adding external dependencies, or making structural changes that cross module boundaries. On-demand architecture review.
brainstorming
Structured brainstorming skill — explore solution space, produce design doc and GH issue, then STOP. No auto-implementation.
codebase-audit
Use when running a comprehensive codebase verification. Dispatches parallel agents across disjoint scopes to check invariant compliance, dead code, test coverage gaps, and naming consistency.
configure
Use when the user wants to change arbiter.json settings (governance level, feature flags, thresholds) without re-running the full wizard.
epic-decompose
Use when breaking down a large feature (epic) into independently deliverable tasks. Produces a sequenced task list with dependencies, acceptance criteria, and size estimates.
understand-code
Use when exploring an unfamiliar code path, tracing a feature end-to-end, or when asked "how does X work?". Structured 4-step comprehension protocol. READ-ONLY.
verification
Use before claiming work is complete, before committing, or before creating PRs. Verify tests pass, gate passes, and no invariants are violated.
Bio shown is the top-scored skill's repo description as a fallback — real GitHub bios land in a future update.