arcasilesgroup

Proactive governance advisor — checks standards, decisions, and quality trends during development. Always advisory, NEVER blocks. Three modes: `advise` (post-edit), `gate` (pre-dispatch), `drift` (on-demand decision audit). Trigger for 'governance check',…

Designs motion, transitions, and micro-interactions for UI components: spring animations, gestures, easing, staggers, scroll-triggered and loading/skeleton motion. Trigger for 'animate this', 'add transitions', 'micro-interactions for', 'gesture design',…

Delivers large multi-concern specs and backlog runs autonomously: decomposes specs into sub-specs (or normalizes work items into a backlog DAG), deep-plans with parallel agents, builds a dependency DAG, implements in waves, runs a single final quality loop…

Operates the project board (GitHub Projects v2 or Azure DevOps): discovers configuration after install (fields, state mappings, process templates) and syncs work-item state at lifecycle transitions. Trigger for 'set up the board', 'configure our ADO board',…

Forces rigorous design interrogation BEFORE any code: explores approaches, surfaces ambiguity, gathers evidence, produces an approved spec that becomes the contract for /ai-plan. Trigger for 'lets add X', 'how should we handle Y', 'whats the best approach',…

Cleans branches safely: switches to the default branch, prunes merged and squash-merged branches, syncs to remote, sweeps stale specs, rotates `.ai-engineering/runtime/` per retention policy. Trigger for 'tidy up', 'tidy branches', 'sync to main', 'delete old…

Canonical implementation gateway: reads approved plan.md, resolves stack from manifest, deterministic-routes each task to its adapter, dispatches the build agent in an isolated worktree, runs TDD self-validation per task, then a single final quality loop with…

Writes production code that satisfies stack-context standards on the first pass: interface-first design, backward-compatibility checks, lightweight self-review. Trigger for 'implement this', 'write the code for', 'add X to Y', 'build this function', 'make…

Turns an approved spec into a numbered task list where every task names one file, one check that fails, and how to undo it. When the spec adds anything deployable, the plan must carry a CI/CD task and an observability task; they are not optional. Trigger for…

Writes the governed record of a decision before code exists: evidence, the problem, at least two real options, one recommendation and self-challenge, assumptions, unresolved risks, observable examples and the authority for proceeding. Trigger for "let's add",…

Writes technical documentation for this repository: a README, a wiki page, product documentation, API docs or a technical post. Applies the framework's single writing standard (`.agents/skills/ai-report/references/documentation-writer.md`, spec 039) and…

Runs one request through the whole governed cycle in a single pass — research, spec, challenge, council, build, review, verify, security, audit, ship — and stops only to hand a person a tested thing to try. Your invocation is the standing approval; nobody…

Judges a diff the way a staff engineer would: does it do what it claims, is it correct at its boundaries, is it safe, is it tested, and is there a smaller version of it. Never claims the result of a mechanical gate — those ran in CI and it says so. Trigger…

Reasons about trust boundaries, authentication, data, dependencies, skills and supply chain, runs the scanners this repository already pins, and reports PASS, FAIL or INCOMPLETE with the command behind each one. Trigger for "threat model this", "is this auth…

Attacks a written specification from outside it: executes the sentences it claims are true, and reports where the tree disagrees. Trigger for "challenge this spec", "attack this decision", "is this spec true", "grill this before I approve it". Not for judging…

Reads one specification through five lenses that never see each other, then has them read each other anonymously to find what every one of them missed and to refute what does not hold, then a chairman writes the page a person reads. Trigger for "council this…

Watch a video (URL or local path) like an editor. Extracts scene-change frames, pacing metrics (cuts/min, shot length), and a dense 0-10s hook microscope; pulls transcript from captions or Whisper. Produces an ingest-ready `report.md` and, after answering the…

Run the /watch video-analysis pipeline against the NaN Builders cluster (api.nan.builders) — whisper-large-v3 for transcription and qwen3.6 (multimodal) as the analyzing model. Use whenever /watch is invoked from a session whose provider is nan (omp, pi,…