Give your AI an operating system. Open-source framework for persistent AI context.
Agent
Fresh-context adversarial reviewer for a freshly-authored .claude/ artifact (skill, hook, or agent). Dispatched by /author's design-review gate after fill, before verify. Attacks the artifact's DESIGN — wrong step graph, missing gate, prose describing a deterministic step, a description that will never fire, unhandled…
Agent
Fresh-context adversarial reviewer — catches blind spots hot-context self-review cannot. Dispatched by /implement-audit skill for the core review work. Input is a curated brief (commit SHA range, changed-files list, project context, optional SPEC). Output is triaged findings (must-fix / should-fix / nit) in a…
Agent
Fresh-context in-repo investigator. Dispatched by /explain (and any skill needing a focused deep-dive that shouldn't pollute the main context). Returns structured findings with exact file:line citations so the caller can synthesize without carrying the search traffic. Single-round, cannot self-invoke.
Agent
Fresh-context reviewer that checks whether compressing a rule dropped any behavior. Dispatched by /author's efficacy-gate step during rule compression. Receives the original rule text, the compressed rewrite, and the list of dropped clauses — blind to the author's rationale — and returns a per-clause verdict of…
Agent
Fresh-context reviewer that checks whether a SPEC's interpretation matches the user's verbatim ask. Reads ONLY the user's literal words + the SPEC's Behavior section — nothing else. Flags interpretation drift (e.g., user said "function", SPEC describes "deployed service"). Dispatch it after writing a SPEC, before it…