Independent re-verification of an AI session's recorded work: extract the falsifiable claims from commit messages, lab logs, and boards since a git ref, fan out FRESH-context workers to re-derive them (never trusting the session's own verification), report…
Unattended, long-running inspection that generates candidate defects mechanically and verifies them before reporting. Trigger on 'overnight audit', 'run an audit while I sleep', 'automate finding what we keep missing', or 'nightly inspection'. NOT an…
Proactive hunt for latent bugs nobody reported: inventory prior coverage, partition by failure mode, fan out code-skeptic workers, then verify and rank what returns. Trigger on 'hunt for bugs', 'scan for latent defects', 'find what's silently wrong', or…
In-depth, tool-grounded code review, distinct from the built-in /code-review. Default scope is the WHOLE codebase (runs linters/tests, reads architecture, checks for AI slop, renders a Continue/Refactor/Rebuild verdict); scopes down to a deep change review…
Compare a parser or scientific tool against an independent reference implementation over a real corpus. Trigger on 'differential test', 'compare against ASE/cclib/OpenBabel', 'validate parser output', or 'does this agree with a reference?'. Produces a…
Triage a hung, slow, or wedged build, test run, or process: is it my code, my toolchain, or my machine? Trigger on 'the build hangs', 'tests never finish', 'why is this so slow', a process sitting at zero CPU, or when a second theory about an environment…
Slow, exhaustive planning sessions: question the user one decision at a time until requirements are fully confirmed, then optionally chain into research scouts, a readiness audit, an architecture draft, and a staged roadmap. Trigger on "help me plan", "let's…
Answer a how-to / syntax / config / factual question from a SOURCE the user points at (a docs URL, or a local file/directory of docs), not from memory, and cite the exact location so they can read around it. Trigger on a doc link or local path plus a…