Design, implement, organize, document, and verify Humungousaur platform OS collectors for macOS, Windows, or Linux using official OS API references, shared event envelopes, helper health, privacy-first metadata, and repo-native adapter boundaries.
Parent skill for code inspection, debugging, tests, CI, reviews, dependency security, skill authoring, experiments, and engineering workflows.
Apply user, stranger, group, channel, and action access tiers using native channel policy, allowlists, approvals, and cognitive review.
Assess the assistant's readiness, capability fit, safety risks, tool coverage, and verification plan before or during complex work. Use when work is high-impact, ambiguous, risky, long-running, or failure-prone.
Review recent agent behavior, uncertainty, mistakes, interaction quality, and lessons so the assistant can improve future work. Use after complex tasks, failures, user corrections, or long sessions.
Treat unmentioned group-room chatter as quiet context unless policy, mention, direct request, or model-led cognition decides a response is appropriate. Use for Slack channels, Discord servers, Telegram groups, Matrix rooms, and similar shared spaces.
Require explicit human approval before purchases, messages, installs, file writes, remote API mutations, app control, or other irreversible actions.
Inspect run history, approvals, outbox, interpreter manifests, screenshots, and memory events to reconstruct what the agent actually did.