Confirm the work is actually done. Use when you ask whether something is finished. Requires evidence: a command that ran, a page that…
Infer the current Ultra route, baseline gaps, stale evidence, task risk, and installation health from repository files and host manifests.
This skill should be used when the user asks a broad engineering question that could match several areas, asks "which skill covers this"…
Use when drafting the RSS (Robotics: Science and Systems) invited one-page rebuttal — the above-threshold-only response read primarily by…
Use when auditing an RSS (Robotics: Science and Systems) submission for OpenReview readiness — the abstract/paper/supplement deadline…
Use when planning an RSS (Robotics: Science and Systems) campaign end to end — the late-January abstract/paper/supplement cascade, the…
It works alone towards the current objective in check-act cycles, with hard brakes, until the done condition is met.
Author and run declarative YAML workflows on the Marshal fleet - reusable orchestration recipes (fan a goal out across clients, collect…
Turn settled decisions into an implementation plan for requested planning, handoffs, or multi-session work.
Continue working on an OpenSpec change by creating the next artifact.
Make any code/UI change reversibly with a rollback-first checkpoint system.
Protects AI agent sessions from content inspection failures and 400 error loops during external web research on moderated model backends.
Multi-agent collaboration plugin that spawns N parallel subagents competing on the same task via git worktree isolation.
Start an autonomous experiment loop with user-selected interval (10min, 1h, daily, weekly, monthly).
Run a single experiment iteration. Edit the target file, evaluate, keep or discard. Use when the user runs /ar:run or asks for one manual…
Set up a new autoresearch experiment interactively.
Assembles comprehensive board and investor update decks by pulling perspectives from all C-suite roles.
Router/index for the 4 business & growth skills bundled in this plugin: customer-success-manager (health scoring, churn risk, expansion)…
Business investment analysis and capital allocation advisor.
Use when running, diagnosing, or designing internal business operations — process documentation, vendor SLAs, capacity planning, internal…
Index and router for the C-level advisory bundle: 33 skills covering 14 C-suite roles, orchestration, cross-cutting capabilities, and…