agent-native
openbooklet.com/s/agent-nativeopenbooklet.com/s/[email protected]GET /api/v1/skills/agent-nativeOperate explicit orchestrator, implementer, validator, and scribe roles through a caller-selected agent runtime. Triggers: "agent-native factory", "role-shaped agent panes", "persistent workers".
Switch coding-agent accounts on a usage/rate limit or to spread swarm lanes. Routes by host+agent: macOS+Claude via claude-acct; Codex/Gemini and Linux/WSL via caam. Triggers: "account-rotation", "account rotation", "switch coding-agent accounts on a".
Front door for agent automation: choose inline, bounded fanout, reusable skill/workflow/gate, persistent agent-native workers, or explicit Gas City. Triggers: "build automation", "which orchestration shape", "should this use NTM".
> **Quick Ref:** Turn an intent into beads that each carry a *runnable acceptance test* defining "done". The generative discipline behind the `bdd-foundry` workflow â extracted here so behavior-first planning survives independent of any orchestrator. Output: frozen Gherkin â executed-red tests â
Run one prompt through headless Claude with scoped permissions and a time bound. Use when: scripting or automating a `claude -p` call, even a simple one.
Reconstruct a repository as cited entry-to-test flows and bounded claims. Triggers: "codebase recon", "trace this codebase", "repository audit", "refresh the prior recon".
Convert AgentOps skill formats. Triggers: "converter", "convert agentops skill formats.", "converter skill".
Load the AgentOps language and bounded-context contracts when a term needs precise meaning. Triggers: "define this domain term", "check the bounded context".
Measure declared project fitness goals
Reference for the agentops-membrane Gas City pack: the fail-closed, cross-family, verdict-bound close door composed onto stock gc â close-gate mechanics, finalize semantics (nonce, â¥2 families, DEGRADED), pawl-verdict.v1 anatomy, trinity RBAC, quest intake, doctor checks. Loaded JIT by using-gc. Triggers: "gc-membrane", "membrane pack", "pawl-verdict.v1", "gc close door".
Name the skills reserved for people to invoke â where the runtime honors disable-model-invocation â and when to reach for each. Triggers: "human-only skills", "which skills must I run myself".
Generate evidenced opportunities or challenge an idea with sealed perspectives. Triggers: "idea genie", "what should we build", "challenge this idea", "compare proposals".
Pick the next work in an epic or bead graph; closed is not proven. Use when: asked what is next or whether an epic is done.
Distill context (research, recon, learnings) into evidence-anchored rules routed to automation shapes. Use when a finished artifact should become skills, gates, or beads.
Test repeated implementation shapes against independent exemplars and a holdout before routing an earned abstraction. Triggers: "mine a recurring code pattern", "is this abstraction earned", "extract invariants from implementations".
Stamp a bounded project, component, or CI scaffold and verify the generated result once. Triggers: "scaffold", "create project component or boilerplate".
Semantically retired 2026-07-29 (bead `age-skill-overhaul-reboot-sjv7v.11`). The runtime-neutrality contract this library carried now lives at its declared owner: [docs/contracts/runtime-neutrality.md](../../docs/contracts/runtime-neutrality.md).
Mine usage history (cass, rtk, shell) for
Operate the Agentic Coding Flywheel as a
Operate a caller-selected Gas City 1.4 with upstream registry packs and native run-centered surfaces while keeping GC runtime state out of AgentOps verdicts. Triggers: "using gc", "gas city", "drive the mayor", "dispatch through gc".
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