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}
],
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"bounded_context": "",
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},
{
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},
{
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},
{
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"bounded_context": "",
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},
{
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},
{
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},
{
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},
{
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"bounded_context": "",
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]
},
{
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},
{
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},
{
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},
{
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"bounded_context": "",
"driven_by_skills": []
},
{
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},
{
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"bounded_context": "",
"driven_by_skills": []
},
{
"name": "ao membrane",
"path": "cli/cmd/ao/",
"purpose": "Self-improving membrane: turn escapes into membrane checks",
"bounded_context": "",
"driven_by_skills": []
},
{
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},
{
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"purpose": "The plan-pawl duel gate over discovery plans (docs/contracts/pawls.md)",
"bounded_context": "",
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},
{
"name": "ao provenance",
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"purpose": "Write and read the SDLC provenance edge ledger",
"bounded_context": "",
"driven_by_skills": []
},
{
"name": "ao quick-start",
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"purpose": "Set up AgentOps in your project (5 minutes)",
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"driven_by_skills": [
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]
},
{
"name": "ao ready",
"path": "cli/cmd/ao/",
"purpose": "Print harness-neutral ready bead state as JSON",
"bounded_context": "",
"driven_by_skills": []
},
{
"name": "ao robot-docs",
"path": "cli/cmd/ao/",
"purpose": "Print the paste-ready agent handbook for the ao CLI (Markdown)",
"bounded_context": "BC5",
"driven_by_skills": []
},
{
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"path": "cli/cmd/ao/",
"purpose": "Session lifecycle operations",
"bounded_context": "BC5",
"driven_by_skills": []
},
{
"name": "ao skills",
"path": "cli/cmd/ao/",
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"driven_by_skills": []
},
{
"name": "ao status",
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"driven_by_skills": []
},
{
"name": "ao validate",
"path": "cli/cmd/ao/",
"purpose": "Umbrella validation gate (exit-code-as-verdict with --gate)",
"bounded_context": "BC2",
"driven_by_skills": []
},
{
"name": "ao verdict-gate",
"path": "cli/cmd/ao/",
"purpose": "Reject verdicts without commands and independent judge identity",
"bounded_context": "",
"driven_by_skills": []
},
{
"name": "ao verify",
"path": "cli/cmd/ao/",
"purpose": "Independent cross-family verdict on your change — no verdict = not done",
"bounded_context": "",
"driven_by_skills": []
},
{
"name": "ao version",
"path": "cli/cmd/ao/",
"purpose": "Show version information",
"bounded_context": "BC4",
"driven_by_skills": [
"crank",
"shared"
]
},
{
"name": "ao yield",
"path": "cli/cmd/ao/",
"purpose": "Record dynamo yield-ledger events (per-bead operational stream)",
"bounded_context": "",
"driven_by_skills": []
}
],
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"aliases": [],
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"supersedes": null
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{
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{
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"path": ".claude/workflows/ship-beads.js",
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}
]
},
"capability_summary": {
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"skills": 62,
"cli_commands": 29,
"gates": 14,
"reference_impls": 0
},
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"governor",
"init",
"land",
"membrane",
"pawl",
"plan-pawl",
"provenance",
"quick-start",
"ready",
"robot-docs",
"session",
"skills",
"status",
"validate",
"verdict-gate",
"verify",
"version",
"yield"
],
"capabilities": [
{
"sku": "skill:account-rotation",
"name": "account-rotation",
"type": "skill",
"kind": "skill",
"bounded_context": "BC5",
"hex_role": "supporting",
"tier": "execution",
"capability_class": "safety",
"purpose": "Switch coding-agent accounts on a usage/rate limit. Routes by host+agent: macOS+Claude to claude-acct; Codex/Gemini and Linux/WSL to caam. Triggers: \"account-rotation\", \"account rotation\", \"switch coding-agent accounts on a\".",
"status": "active",
"disposition": "keep",
"runtime_targets": [
"claude",
"codex"
],
"runtime_reach": "cross",
"parity_policy": "required",
"aliases": [],
"supersedes": null,
"consumes": [],
"produces": [],
"drives_commands": [],
"path": "skills/account-rotation/",
"references": 0
},
{
"sku": "skill:agent-mail",
"name": "agent-mail",
"type": "skill",
"kind": "skill",
"bounded_context": "BC6",
"hex_role": "supporting",
"tier": "execution",
"capability_class": "orchestration",
"purpose": "Use when coordinating agents with Agent Mail locks, inboxes, threads, and conflict-prevention handoffs. Triggers: \"agent-mail\", \"agent mail\", \"use when coordinating agents with\".",
"status": "active",
"disposition": "keep",
"runtime_targets": [
"claude",
"codex"
],
"runtime_reach": "cross",
"parity_policy": "required",
"aliases": [],
"supersedes": null,
"consumes": [
"task-intent"
],
"produces": [
"agent-identity",
"file-reservation",
"acknowledged-handoff"
],
"drives_commands": [
"ao beads exec"
],
"path": "skills/agent-mail/",
"references": 8
},
{
"sku": "skill:agent-native",
"name": "agent-native",
"type": "skill",
"kind": "skill",
"bounded_context": "BC5",
"hex_role": "supporting",
"tier": "meta",
"capability_class": "execution",
"purpose": "Run persistent software-factory workers through a substrate-neutral lifecycle with observable readiness, engagement, evidence, bounded recovery, and handoff. Triggers: \"agent-native factory\", \"role-shaped agent panes\", \"supervise persistent workers\".",
"status": "active",
"disposition": "keep",
"runtime_targets": [
"claude",
"codex"
],
"runtime_reach": "cross",
"parity_policy": "required",
"aliases": [],
"supersedes": null,
"consumes": [
"specification",
"existing-tracked-work",
"task-intent"
],
"produces": [
"agent-worker-evidence",
"worker-handoff"
],
"drives_commands": [],
"path": "skills/agent-native/",
"references": 2
},
{
"sku": "skill:agy-native",
"name": "agy-native",
"type": "skill",
"kind": "skill",
"bounded_context": "BC5",
"hex_role": "driving-adapter",
"tier": "cross-vendor",
"capability_class": "execution",
"purpose": "|-",
"status": "active",
"disposition": "keep",
"runtime_targets": [
"claude",
"codex"
],
"runtime_reach": "cross",
"parity_policy": "required",
"aliases": [],
"supersedes": null,
"consumes": [],
"produces": [
"agy-run-evidence"
],
"drives_commands": [
"ao beads exec"
],
"path": "skills/agy-native/",
"references": 1
},
{
"sku": "skill:automation-shape-routing",
"name": "automation-shape-routing",
"type": "skill",
"kind": "skill",
"bounded_context": "BC4",
"hex_role": "supporting",
"tier": "meta",
"capability_class": "planning",
"purpose": "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\".",
"status": "active",
"disposition": "keep",
"runtime_targets": [
"claude",
"codex"
],
"runtime_reach": "cross",
"parity_policy": "required",
"aliases": [],
"supersedes": null,
"consumes": [
"task-intent"
],
"produces": [
"automation-shape-verdict"
],
"drives_commands": [],
"path": "skills/automation-shape-routing/",
"references": 0
},
{
"sku": "skill:beads-br",
"name": "beads-br",
"type": "skill",
"kind": "skill",
"bounded_context": "BC3",
"hex_role": "supporting",
"tier": "execution",
"capability_class": "tracking",
"purpose": "Local-first issue tracker (beads_rust) for AI agents — track tasks, manage dependencies, find ready work, sync via git JSONL. Triggers: \"beads-br\", \"beads br\", \"local-first issue tracker beads rust\".",
"status": "active",
"disposition": "keep",
"runtime_targets": [
"claude",
"codex"
],
"runtime_reach": "cross",
"parity_policy": "required",
"aliases": [],
"supersedes": null,
"consumes": [],
"produces": [],
"drives_commands": [
"ao beads dir"
],
"path": "skills/beads-br/",
"references": 6
},
{
"sku": "skill:beads-bv",
"name": "beads-bv",
"type": "skill",
"kind": "skill",
"bounded_context": "BC3",
"hex_role": "supporting",
"tier": "execution",
"capability_class": "tracking",
"purpose": "Graph-aware task triage with bv and br — prioritize work, find bottlenecks, track dependencies across projects. Triggers: \"beads-bv\", \"beads bv\", \"graph-aware task triage with bv\".",
"status": "active",
"disposition": "keep",
"runtime_targets": [
"claude",
"codex"
],
"runtime_reach": "cross",
"parity_policy": "required",
"aliases": [],
"supersedes": null,
"consumes": [],
"produces": [],
"drives_commands": [],
"path": "skills/beads-bv/",
"references": 3
},
{
"sku": "skill:behavior-first-planning",
"name": "behavior-first-planning",
"type": "skill",
"kind": "skill",
"bounded_context": "BC3",
"hex_role": "domain",
"tier": "execution",
"capability_class": "planning",
"purpose": "Behavior-first planning discipline — intent → Gherkin behaviors → EXECUTED-red acceptance tests → spec → acceptance-gated bead DAG. No runnable acceptance test, no bead. Triggers: \"plan behavior-first\", \"acceptance-first planning\", \"give these beads runnable done-criteria\".",
"status": "active",
"disposition": "keep",
"runtime_targets": [
"claude",
"codex"
],
"runtime_reach": "cross",
"parity_policy": "required",
"aliases": [],
"supersedes": null,
"consumes": [
"standards"
],
"produces": [
".agents/plans/*.md",
"br-issue"
],
"drives_commands": [],
"path": "skills/behavior-first-planning/",
"references": 0
},
{
"sku": "skill:bootstrap",
"name": "bootstrap",
"type": "skill",
"kind": "skill",
"bounded_context": "BC4",
"hex_role": "driving-adapter",
"tier": "session",
"capability_class": "authoring",
"purpose": "Initialize AgentOps project files. Triggers: \"initialize AgentOps\", \"bootstrap project files\", \"set up .agents scaffolding\".",
"status": "active",
"disposition": "update",
"runtime_targets": [
"claude",
"codex"
],
"runtime_reach": "cross",
"parity_policy": "required",
"aliases": [],
"supersedes": null,
"consumes": [
"goals",
"product",
"doc",
"shared"
],
"produces": [],
"drives_commands": [
"ao gate check",
"ao quick-start",
"ao session bootstrap"
],
"path": "skills/bootstrap/",
"references": 3
},
{
"sku": "skill:cass",
"name": "cass",
"type": "skill",
"kind": "skill",
"bounded_context": "BC1",
"hex_role": "supporting",
"tier": "execution",
"capability_class": "corpus",
"purpose": "Mine past agent sessions for working prompts, decisions, and patterns (session archaeology). Triggers: \"cass\", \"mine past agent sessions for\", \"cass skill\".",
"status": "active",
"disposition": "keep",
"runtime_targets": [
"claude",
"codex"
],
"runtime_reach": "cross",
"parity_policy": "required",
"aliases": [],
"supersedes": null,
"consumes": [],
"produces": [],
"drives_commands": [],
"path": "skills/cass/",
"references": 16
},
{
"sku": "skill:cc-hooks",
"name": "cc-hooks",
"type": "skill",
"kind": "skill",
"bounded_context": "BC5",
"hex_role": "supporting",
"tier": "execution",
"capability_class": "execution",
"purpose": "Configure Claude Code hooks (PreToolUse, PostToolUse, Stop, Notification) — user-side, opt-in per host (AgentOps 3.0 ships none). Triggers: \"cc-hooks\", \"cc hooks\", \"configure claude code hooks pretooluse\".",
"status": "active",
"disposition": "keep",
"runtime_targets": [
"claude",
"codex"
],
"runtime_reach": "cross",
"parity_policy": "required",
"aliases": [],
"supersedes": null,
"consumes": [],
"produces": [],
"drives_commands": [],
"path": "skills/cc-hooks/",
"references": 7
},
{
"sku": "skill:codebase-recon",
"name": "codebase-recon",
"type": "skill",
"kind": "skill",
"bounded_context": "BC1",
"hex_role": "supporting",
"tier": "execution",
"capability_class": "corpus",
"purpose": "Reconstruct a repository as cited entry-to-test flows, bounded claims, and a reusable baseline or verified delta. Triggers: \"build a repository mental model\", \"trace this codebase\", \"refresh the prior recon\".",
"status": "active",
"disposition": "keep",
"runtime_targets": [
"claude",
"codex"
],
"runtime_reach": "cross",
"parity_policy": "required",
"aliases": [],
"supersedes": null,
"consumes": [
"repo-context",
"existing-docs"
],
"produces": [
"codebase-recon.v1",
"evidence-bounded-recon-report"
],
"drives_commands": [],
"path": "skills/codebase-recon/",
"references": 0
},
{
"sku": "skill:codex-exec",
"name": "codex-exec",
"type": "skill",
"kind": "skill",
"bounded_context": "BC5",
"hex_role": "driving-adapter",
"tier": "unknown",
"capability_class": "execution",
"purpose": "|-",
"status": "active",
"disposition": "keep",
"runtime_targets": [
"claude",
"codex"
],
"runtime_reach": "cross",
"parity_policy": "required",
"aliases": [],
"supersedes": null,
"consumes": [],
"produces": [
"codex-run-output"
],
"drives_commands": [],
"path": "skills/codex-exec/",
"references": 1
},
{
"sku": "skill:converge",
"name": "converge",
"type": "skill",
"kind": "skill",
"bounded_context": "BC5",
"hex_role": "driving-adapter",
"tier": "execution",
"capability_class": "orchestration",
"purpose": "Drive a fix -> re-run-judge-panel loop to terminal agreement or a hard BLOCK via the Go ao converge command. Triggers: \"converge\", \"drive a fix re-run-judge-panel loop\", \"converge skill\".",
"status": "active",
"disposition": "keep",
"runtime_targets": [
"claude",
"codex"
],
"runtime_reach": "cross",
"parity_policy": "required",
"aliases": [],
"supersedes": null,
"consumes": [
"command-help"
],
"produces": [
"stdout"
],
"drives_commands": [],
"path": "skills/converge/",
"references": 0
},
{
"sku": "skill:converter",
"name": "converter",
"type": "skill",
"kind": "skill",
"bounded_context": "BC4",
"hex_role": "driven-adapter",
"tier": "cross-vendor",
"capability_class": "authoring",
"purpose": "Convert AgentOps skill formats. Triggers: \"converter\", \"convert agentops skill formats.\", \"converter skill\".",
"status": "active",
"disposition": "keep",
"runtime_targets": [
"claude",
"codex"
],
"runtime_reach": "cross",
"parity_policy": "required",
"aliases": [],
"supersedes": null,
"consumes": [],
"produces": [
"converted-skill"
],
"drives_commands": [],
"path": "skills/converter/",
"references": 1
},
{
"sku": "skill:council",
"name": "council",
"type": "skill",
"kind": "skill",
"bounded_context": "BC2",
"hex_role": "domain",
"tier": "judgment",
"capability_class": "validation",
"purpose": "Run multi-judge consensus. Use when: an irreversible or high-stakes decision needs independent judges before committing — architecture forks, one-way doors, scoring options.",
"status": "active",
"disposition": "update",
"runtime_targets": [
"claude",
"codex"
],
"runtime_reach": "cross",
"parity_policy": "required",
"aliases": [],
"supersedes": null,
"consumes": [
"standards"
],
"produces": [
"result.json",
"verdict.json"
],
"drives_commands": [
"ao pawl"
],
"path": "skills/council/",
"references": 0
},
{
"sku": "skill:crank",
"name": "crank",
"type": "skill",
"kind": "skill",
"bounded_context": "BC3",
"hex_role": "domain",
"tier": "execution",
"capability_class": "orchestration",
"purpose": "Execute epics through waves. Triggers: \"crank an epic\", \"execute epics through waves\", \"drive the bead wave plan\".",
"status": "active",
"disposition": "refactor",
"runtime_targets": [
"claude",
"codex"
],
"runtime_reach": "cross",
"parity_policy": "required",
"aliases": [],
"supersedes": null,
"consumes": [
"beads-br",
"implement",
"post-mortem",
"swarm",
"validate"
],
"produces": [
".agents/swarm/results/*.json",
"git-changes"
],
"drives_commands": [
"ao beads dir",
"ao beads exec",
"ao done",
"ao gate check",
"ao pawl",
"ao pawl review",
"ao provenance emit-verdict",
"ao provenance verify",
"ao session handoff",
"ao version"
],
"path": "skills/crank/",
"references": 32
},
{
"sku": "skill:dcg",
"name": "dcg",
"type": "skill",
"kind": "skill",
"bounded_context": "BC5",
"hex_role": "supporting",
"tier": "execution",
"capability_class": "safety",
"purpose": "Handle blocked destructive commands and configure agent safety guardrails. Triggers: \"dcg\", \"handle blocked destructive commands. use\", \"dcg skill\".",
"status": "active",
"disposition": "keep",
"runtime_targets": [
"claude",
"codex"
],
"runtime_reach": "cross",
"parity_policy": "required",
"aliases": [],
"supersedes": null,
"consumes": [],
"produces": [],
"drives_commands": [],
"path": "skills/dcg/",
"references": 6
},
{
"sku": "skill:discovery",
"name": "discovery",
"type": "skill",
"kind": "skill",
"bounded_context": "BC3",
"hex_role": "domain",
"tier": "meta",
"capability_class": "planning",
"purpose": "Create dense execution packets. Fold target for brainstorm + design (goal clarification, product-fit pressure testing). Triggers: \"run discovery\", \"shape intent as BDD\", \"scope a feature into an execution packet\".",
"status": "active",
"disposition": "update",
"runtime_targets": [
"claude",
"codex"
],
"runtime_reach": "cross",
"parity_policy": "required",
"aliases": [],
"supersedes": null,
"consumes": [
"plan",
"pre-mortem",
"research",
"shared"
],
"produces": [
".agents/plans/*.md",
"br-issue",
"execution-packet.json"
],
"drives_commands": [
"ao beads exec",
"ao plan-pawl decide"
],
"path": "skills/discovery/",
"references": 15
},
{
"sku": "skill:doc",
"name": "doc",
"type": "skill",
"kind": "skill",
"bounded_context": "BC4",
"hex_role": "supporting",
"tier": "product",
"capability_class": "docs",
"purpose": "Generate and validate repo docs, READMEs, and OSS doc packs. Triggers: \"doc\", \"generate and validate repo docs\", \"doc skill\".",
"status": "active",
"disposition": "update",
"runtime_targets": [
"claude",
"codex"
],
"runtime_reach": "cross",
"parity_policy": "required",
"aliases": [],
"supersedes": null,
"consumes": [
"repo-context"
],
"produces": [
"documentation"
],
"drives_commands": [],
"path": "skills/doc/",
"references": 12
},
{
"sku": "skill:domain",
"name": "domain",
"type": "skill",
"kind": "skill",
"bounded_context": "BC4",
"hex_role": "domain",
"tier": "knowledge",
"capability_class": "docs",
"purpose": "Ubiquitous language for human-AI software building — canonical definitions (vertical slice, tracer bullet, primitive) loaded JIT when a term needs pinning. Triggers: \"domain\", \"canonical vocabulary for human-ai software\", \"domain skill\".",
"status": "active",
"disposition": "keep",
"runtime_targets": [
"claude",
"codex"
],
"runtime_reach": "cross",
"parity_policy": "required",
"aliases": [],
"supersedes": null,
"consumes": [],
"produces": [
"stdout"
],
"drives_commands": [
"ao eval run",
"ao gate check",
"ao session bootstrap"
],
"path": "skills/domain/",
"references": 19
},
{
"sku": "skill:dueling-idea-genies",
"name": "dueling-idea-genies",
"type": "skill",
"kind": "skill",
"bounded_context": "BC2",
"hex_role": "domain",
"tier": "execution",
"capability_class": "validation",
"purpose": "Challenge a contested one-way-door idea with sealed independent perspectives, cross-review, and preserved dissent. Triggers: \"challenge this irreversible idea\", \"compare independent proposals\", \"stress-test a one-way door\".",
"status": "active",
"disposition": "keep",
"runtime_targets": [
"claude",
"codex"
],
"runtime_reach": "cross",
"parity_policy": "required",
"aliases": [],
"supersedes": null,
"consumes": [
"idea-portfolio.v1",
"task-question"
],
"produces": [
"idea-challenge.v1"
],
"drives_commands": [
"ao plan-pawl decide"
],
"path": "skills/dueling-idea-genies/",
"references": 0
},
{
"sku": "skill:evolve",
"name": "evolve",
"type": "skill",
"kind": "skill",
"bounded_context": "BC3",
"hex_role": "domain",
"tier": "experimental",
"capability_class": "orchestration",
"purpose": "Run autonomous improvement loops. Triggers: \"evolve\", \"improve everything\", \"autonomous improvement\".",
"status": "active",
"disposition": "refactor",
"runtime_targets": [
"claude",
"codex"
],
"runtime_reach": "cross",
"parity_policy": "required",
"aliases": [],
"supersedes": null,
"consumes": [
"rpi",
"goals",
"post-mortem"
],
"produces": [
"git-changes",
"goals-fitness-delta"
],
"drives_commands": [
"ao beads exec",
"ao gate check",
"ao goals measure",
"ao pawl",
"ao skills edit digest",
"ao skills edit seal"
],
"path": "skills/evolve/",
"references": 27
},
{
"sku": "skill:gc-membrane",
"name": "gc-membrane",
"type": "skill",
"kind": "skill",
"bounded_context": "BC6",
"hex_role": "supporting",
"tier": "library",
"capability_class": "orchestration",
"purpose": "The agentops-membrane pack: fail-closed cross-family verdict-bound close door on stock gc — close gate, finalize, pawl-verdict.v1, RBAC, quest intake, doctor. JIT via using-gc. Triggers: \"gc-membrane\", \"membrane pack\", \"pawl-verdict.v1\", \"gc close door\".",
"status": "active",
"disposition": "keep",
"runtime_targets": [
"claude",
"codex"
],
"runtime_reach": "cross",
"parity_policy": "required",
"aliases": [],
"supersedes": null,
"consumes": [],
"produces": [],
"drives_commands": [],
"path": "skills/gc-membrane/",
"references": 0
},
{
"sku": "skill:goal-design",
"name": "goal-design",
"type": "skill",
"kind": "skill",
"bounded_context": "BC3",
"hex_role": "driving-adapter",
"tier": "execution",
"capability_class": "planning",
"purpose": "Create validated goal-design packets. Triggers: \"goal prompt\", \"goal-design packet\", \"turn this goal into loop-ready work\".",
"status": "active",
"disposition": "keep",
"runtime_targets": [
"claude",
"codex"
],
"runtime_reach": "cross",
"parity_policy": "required",
"aliases": [],
"supersedes": null,
"consumes": [
"project-goals",
"existing-docs"
],
"produces": [
".agents/goal-design/<slug>/intent.md",
".agents/goal-design/<slug>/driver.md"
],
"drives_commands": [
"ao gate check",
"ao plan-pawl decide"
],
"path": "skills/goal-design/",
"references": 0
},
{
"sku": "skill:goals",
"name": "goals",
"type": "skill",
"kind": "skill",
"bounded_context": "BC3",
"hex_role": "domain",
"tier": "product",
"capability_class": "planning",
"purpose": "Maintain AgentOps goals. Triggers: \"goals\", \"maintain agentops goals.\", \"goals skill\".",
"status": "active",
"disposition": "keep",
"runtime_targets": [
"claude",
"codex"
],
"runtime_reach": "cross",
"parity_policy": "required",
"aliases": [],
"supersedes": null,
"consumes": [],
"produces": [
"result.json"
],
"drives_commands": [
"ao eval scenario",
"ao goals",
"ao goals add",
"ao goals drift",
"ao goals export",
"ao goals history",
"ao goals init",
"ao goals measure",
"ao goals meta",
"ao goals migrate",
"ao goals prune",
"ao goals render",
"ao goals scenarios",
"ao goals steer",
"ao goals steer add",
"ao goals steer apply",
"ao goals steer prioritize",
"ao goals steer recommend",
"ao goals steer remove",
"ao goals trace",
"ao goals validate"
],
"path": "skills/goals/",
"references": 4
},
{
"sku": "skill:handoff",
"name": "handoff",
"type": "skill",
"kind": "skill",
"bounded_context": "BC1",
"hex_role": "supporting",
"tier": "session",
"capability_class": "corpus",
"purpose": "Write compact session handoffs. Triggers: \"handoff\", \"write compact session handoffs.\", \"handoff skill\".",
"status": "active",
"disposition": "update",
"runtime_targets": [
"claude",
"codex"
],
"runtime_reach": "cross",
"parity_policy": "required",
"aliases": [],
"supersedes": null,
"consumes": [],
"produces": [
".agents/handoff/*.md"
],
"drives_commands": [
"ao beads exec",
"ao session handoff"
],
"path": "skills/handoff/",
"references": 0
},
{
"sku": "skill:heal-skill",
"name": "heal-skill",
"type": "skill",
"kind": "skill",
"bounded_context": "BC4",
"hex_role": "supporting",
"tier": "meta",
"capability_class": "authoring",
"purpose": "Repair skill hygiene and deep-audit SKILL.md quality (absorbed skill-auditor). Triggers: \"heal-skill\", \"heal skill\", \"repair skill hygiene\", \"skill-auditor\", \"audit skill\", \"skill audit\".",
"status": "active",
"disposition": "update",
"runtime_targets": [
"claude",
"codex"
],
"runtime_reach": "cross",
"parity_policy": "required",
"aliases": [],
"supersedes": null,
"consumes": [],
"produces": [
"audit-report.json"
],
"drives_commands": [],
"path": "skills/heal-skill/",
"references": 4
},
{
"sku": "skill:idea-genie",
"name": "idea-genie",
"type": "skill",
"kind": "skill",
"bounded_context": "BC3",
"hex_role": "domain",
"tier": "execution",
"capability_class": "planning",
"purpose": "Generate an evidence-grounded opportunity portfolio for an open-ended product or engineering question. Triggers: \"generate ideas from repository evidence\", \"what should we build next\", \"find supported opportunities\".",
"status": "active",
"disposition": "keep",
"runtime_targets": [
"claude",
"codex"
],
"runtime_reach": "cross",
"parity_policy": "required",
"aliases": [],
"supersedes": null,
"consumes": [
"repo-context",
"task-question"
],
"produces": [
"idea-portfolio.v1"
],
"drives_commands": [],
"path": "skills/idea-genie/",
"references": 0
},
{
"sku": "skill:implement",
"name": "implement",
"type": "skill",
"kind": "skill",
"bounded_context": "BC3",
"hex_role": "driving-adapter",
"tier": "execution",
"capability_class": "execution",
"purpose": "Implement one tracked issue. Triggers: \"implement\", \"implement one tracked issue.\", \"implement skill\".",
"status": "active",
"disposition": "update",
"runtime_targets": [
"claude",
"codex"
],
"runtime_reach": "cross",
"parity_policy": "required",
"aliases": [],
"supersedes": null,
"consumes": [
"domain"
],
"produces": [
"git-changes"
],
"drives_commands": [
"ao beads exec"
],
"path": "skills/implement/",
"references": 7
},
{
"sku": "skill:ms",
"name": "ms",
"type": "skill",
"kind": "skill",
"bounded_context": "BC1",
"hex_role": "supporting",
"tier": "execution",
"capability_class": "corpus",
"purpose": "meta_skill (ms) — the skill-search/load engine over both corpora (agentops + jsm). Find a skill for a task, search skills, or load runnable skill guidance. Triggers: \"ms\", \"meta_skill\", \"skill search\", \"find a skill for\", \"load skill guidance\".",
"status": "active",
"disposition": "keep",
"runtime_targets": [
"claude",
"codex"
],
"runtime_reach": "cross",
"parity_policy": "required",
"aliases": [
"meta_skill"
],
"supersedes": null,
"consumes": [],
"produces": [],
"drives_commands": [],
"path": "skills/ms/",
"references": 0
},
{
"sku": "skill:ntm",
"name": "ntm",
"type": "skill",
"kind": "skill",
"bounded_context": "BC6",
"hex_role": "supporting",
"tier": "execution",
"capability_class": "orchestration",
"purpose": "Orchestrate NTM tmux agent swarms and robot APIs — spawn/send panes, read robot state, triage, locks/mail, safety, pipelines. Single owner of swarm-tending doctrine. Triggers: \"ntm\", \"orchestrates ntm tmux agent swarms\", \"ntm skill\".",
"status": "active",
"disposition": "keep",
"runtime_targets": [
"claude",
"codex"
],
"runtime_reach": "cross",
"parity_policy": "required",
"aliases": [],
"supersedes": null,
"consumes": [
"task-intent"
],
"produces": [
"ntm-robot-state",
"agent-worker-transcript"
],
"drives_commands": [
"ao beads exec",
"ao pawl doctor",
"ao pawl health",
"ao pawl reap",
"ao pawl review",
"ao pawl up"
],
"path": "skills/ntm/",
"references": 16
},
{
"sku": "skill:operationalize",
"name": "operationalize",
"type": "skill",
"kind": "skill",
"bounded_context": "BC1",
"hex_role": "domain",
"tier": "experimental",
"capability_class": "corpus",
"purpose": ">-",
"status": "active",
"disposition": "keep",
"runtime_targets": [
"claude",
"codex"
],
"runtime_reach": "cross",
"parity_policy": "required",
"aliases": [],
"supersedes": null,
"consumes": [
".agents/research/*.md",
"pattern-mining.v1"
],
"produces": [
".agents/operationalize/*.md",
"routed-handoffs"
],
"drives_commands": [],
"path": "skills/operationalize/",
"references": 3
},
{
"sku": "skill:pattern-mining",
"name": "pattern-mining",
"type": "skill",
"kind": "skill",
"bounded_context": "BC1",
"hex_role": "supporting",
"tier": "execution",
"capability_class": "corpus",
"purpose": "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\".",
"status": "active",
"disposition": "keep",
"runtime_targets": [
"claude",
"codex"
],
"runtime_reach": "cross",
"parity_policy": "required",
"aliases": [],
"supersedes": null,
"consumes": [
"repo-context",
"task-question"
],
"produces": [
"pattern-mining.v1"
],
"drives_commands": [],
"path": "skills/pattern-mining/",
"references": 0
},
{
"sku": "skill:pawl-review",
"name": "pawl-review",
"type": "skill",
"kind": "skill",
"bounded_context": "BC2",
"hex_role": "driving-adapter",
"tier": "judgment",
"capability_class": "validation",
"purpose": "Run one fresh, read-only, nonce-bound reviewer lane and hand its evidence to ao pawl without deciding the panel verdict. Triggers: \"run a pawl reviewer\", \"fresh-context review lane\", \"collect independent review evidence\".",
"status": "active",
"disposition": "keep",
"runtime_targets": [
"claude",
"codex"
],
"runtime_reach": "cross",
"parity_policy": "required",
"aliases": [
"pre-land-refuters"
],
"supersedes": "pre-land-refuters",
"consumes": [
"code-under-review",
"specification"
],
"produces": [
"review-lane-result.v1"
],
"drives_commands": [
"ao pawl"
],
"path": "skills/pawl-review/",
"references": 0
},
{
"sku": "skill:plan",
"name": "plan",
"type": "skill",
"kind": "skill",
"bounded_context": "BC3",
"hex_role": "domain",
"tier": "execution",
"capability_class": "planning",
"purpose": "Decompose goals into issue plans. Triggers: \"plan\", \"decompose goals into issue plans.\", \"plan skill\".",
"status": "active",
"disposition": "update",
"runtime_targets": [
"claude",
"codex"
],
"runtime_reach": "cross",
"parity_policy": "required",
"aliases": [],
"supersedes": null,
"consumes": [
"standards"
],
"produces": [
".agents/plans/*.md",
"execution-packet.json"
],
"drives_commands": [
"ao beads exec",
"ao beads verify",
"ao plan-pawl decide"
],
"path": "skills/plan/",
"references": 14
},
{
"sku": "skill:post-mortem",
"name": "post-mortem",
"type": "skill",
"kind": "skill",
"bounded_context": "BC3",
"hex_role": "domain",
"tier": "judgment",
"capability_class": "corpus",
"purpose": "Review completed work and learn. Use when: a task, PR arc, or session is finished and you want to extract learnings, or after ≥5 PRs (the scope checkpoint).",
"status": "active",
"disposition": "update",
"runtime_targets": [
"claude",
"codex"
],
"runtime_reach": "cross",
"parity_policy": "required",
"aliases": [],
"supersedes": null,
"consumes": [
"implement",
"validate",
"council"
],
"produces": [
"result.json"
],
"drives_commands": [
"ao beads exec",
"ao goals history",
"ao goals measure",
"ao membrane digest",
"ao membrane triage",
"ao session close"
],
"path": "skills/post-mortem/",
"references": 22
},
{
"sku": "skill:pr-prep",
"name": "pr-prep",
"type": "skill",
"kind": "skill",
"bounded_context": "BC5",
"hex_role": "driving-adapter",
"tier": "contribute",
"capability_class": "delivery",
"purpose": "Prepare PR commits and body. Triggers: \"pr-prep\", \"pr prep\", \"prepare pr commits and body.\".",
"status": "active",
"disposition": "update",
"runtime_targets": [
"claude",
"codex"
],
"runtime_reach": "cross",
"parity_policy": "required",
"aliases": [],
"supersedes": null,
"consumes": [
"domain"
],
"produces": [
"git-changes"
],
"drives_commands": [],
"path": "skills/pr-prep/",
"references": 4
},
{
"sku": "skill:pre-mortem",
"name": "pre-mortem",
"type": "skill",
"kind": "skill",
"bounded_context": "BC2",
"hex_role": "domain",
"tier": "judgment",
"capability_class": "validation",
"purpose": "Stress-test plans before work. Use when: a plan is drafted but not yet executed and you want to surface failure modes, risks, and what would prove it wrong before committing.",
"status": "active",
"disposition": "update",
"runtime_targets": [
"claude",
"codex"
],
"runtime_reach": "cross",
"parity_policy": "required",
"aliases": [],
"supersedes": null,
"consumes": [
"standards"
],
"produces": [
"result.json",
"verdict.json"
],
"drives_commands": [
"ao beads verify",
"ao plan-pawl decide"
],
"path": "skills/pre-mortem/",
"references": 14
},
{
"sku": "skill:product",
"name": "product",
"type": "skill",
"kind": "skill",
"bounded_context": "BC3",
"hex_role": "domain",
"tier": "product",
"capability_class": "planning",
"purpose": "Create or refine PRODUCT.md. Triggers: \"product\", \"create or refine product.md.\", \"product skill\".",
"status": "active",
"disposition": "keep",
"runtime_targets": [
"claude",
"codex"
],
"runtime_reach": "cross",
"parity_policy": "required",
"aliases": [],
"supersedes": null,
"consumes": [],
"produces": [
"result.json"
],
"drives_commands": [],
"path": "skills/product/",
"references": 1
},
{
"sku": "skill:push",
"name": "push",
"type": "skill",
"kind": "skill",
"bounded_context": "BC5",
"hex_role": "driving-adapter",
"tier": "execution",
"capability_class": "delivery",
"purpose": "Validate, commit, and push. Triggers: \"push\", \"ship it\", \"commit and push\".",
"status": "active",
"disposition": "update",
"runtime_targets": [
"claude",
"codex"
],
"runtime_reach": "cross",
"parity_policy": "required",
"aliases": [],
"supersedes": null,
"consumes": [
"git-changes"
],
"produces": [
"git-changes"
],
"drives_commands": [
"ao gate check",
"ao pawl"
],
"path": "skills/push/",
"references": 0
},
{
"sku": "skill:rch",
"name": "rch",
"type": "skill",
"kind": "skill",
"bounded_context": "BC5",
"hex_role": "supporting",
"tier": "execution",
"capability_class": "execution",
"purpose": "Use when offloading slow builds to remote workers or recovering RCH worker, hook, SSH, sync, or disk issues. Triggers: \"rch\", \"use when offloading slow builds\", \"rch skill\".",
"status": "active",
"disposition": "keep",
"runtime_targets": [
"claude",
"codex"
],
"runtime_reach": "cross",
"parity_policy": "required",
"aliases": [],
"supersedes": null,
"consumes": [],
"produces": [],
"drives_commands": [],
"path": "skills/rch/",
"references": 16
},
{
"sku": "skill:reality-check",
"name": "reality-check",
"type": "skill",
"kind": "skill",
"bounded_context": "BC2",
"hex_role": "domain",
"tier": "execution",
"capability_class": "validation",
"purpose": ">-",
"status": "active",
"disposition": "keep",
"runtime_targets": [
"claude",
"codex"
],
"runtime_reach": "cross",
"parity_policy": "required",
"aliases": [],
"supersedes": null,
"consumes": [
"implement"
],
"produces": [
"result.json"
],
"drives_commands": [
"ao beads exec"
],
"path": "skills/reality-check/",
"references": 0
},
{
"sku": "skill:refactor",
"name": "refactor",
"type": "skill",
"kind": "skill",
"bounded_context": "BC3",
"hex_role": "supporting",
"tier": "execution",
"capability_class": "execution",
"purpose": "Execute safe refactors. Triggers: \"refactor\", \"execute safe refactors.\", \"refactor skill\".",
"status": "active",
"disposition": "update",
"runtime_targets": [
"claude",
"codex"
],
"runtime_reach": "cross",
"parity_policy": "required",
"aliases": [],
"supersedes": null,
"consumes": [
"repo-context"
],
"produces": [
"git-changes"
],
"drives_commands": [],
"path": "skills/refactor/",
"references": 1
},
{
"sku": "skill:release",
"name": "release",
"type": "skill",
"kind": "skill",
"bounded_context": "BC2",
"hex_role": "supporting",
"tier": "product",
"capability_class": "delivery",
"purpose": "Run release validation. Triggers: \"run release validation\", \"cut a release\", \"check release readiness\".",
"status": "active",
"disposition": "update",
"runtime_targets": [
"claude",
"codex"
],
"runtime_reach": "cross",
"parity_policy": "required",
"aliases": [],
"supersedes": null,
"consumes": [],
"produces": [
"result.json"
],
"drives_commands": [
"ao goals init"
],
"path": "skills/release/",
"references": 8
},
{
"sku": "skill:research",
"name": "research",
"type": "skill",
"kind": "skill",
"bounded_context": "BC1",
"hex_role": "driving-adapter",
"tier": "execution",
"capability_class": "corpus",
"purpose": "Explore and write findings. Triggers: \"research\", \"explore and write findings.\", \"research skill\".",
"status": "active",
"disposition": "update",
"runtime_targets": [
"claude",
"codex"
],
"runtime_reach": "cross",
"parity_policy": "required",
"aliases": [],
"supersedes": null,
"consumes": [
"repo-context"
],
"produces": [
".agents/research/*.md",
"result.json"
],
"drives_commands": [],
"path": "skills/research/",
"references": 18
},
{
"sku": "skill:reverse-engineer",
"name": "reverse-engineer",
"type": "skill",
"kind": "skill",
"bounded_context": "BC1",
"hex_role": "supporting",
"tier": "execution",
"capability_class": "corpus",
"purpose": "Reverse-engineer an authorized repo, binary, or product into a verifiable feature inventory and adoption map. Triggers: \"reverse-engineer X\", \"tear down Y\", \"what should we steal from Z\", \"evaluate competitor/upstream\", \"should we fork/adopt/build-native\".",
"status": "active",
"disposition": "keep",
"runtime_targets": [
"claude",
"codex"
],
"runtime_reach": "cross",
"parity_policy": "required",
"aliases": [
"reverse-engineer-rpi"
],
"supersedes": "reverse-engineer-rpi",
"consumes": [],
"produces": [
".agents/research/*.md"
],
"drives_commands": [],
"path": "skills/reverse-engineer/",
"references": 0
},
{
"sku": "skill:rpi",
"name": "rpi",
"type": "skill",
"kind": "skill",
"bounded_context": "BC3",
"hex_role": "domain",
"tier": "meta",
"capability_class": "orchestration",
"purpose": "Run discovery, crank, validation. Triggers: \"run rpi\", \"research-plan-implement one turn\", \"drive a turn through the operating loop\".",
"status": "active",
"disposition": "refactor",
"runtime_targets": [
"claude",
"codex"
],
"runtime_reach": "cross",
"parity_policy": "required",
"aliases": [],
"supersedes": null,
"consumes": [
"crank",
"discovery",
"domain",
"validate"
],
"produces": [
".agents/rpi/*.md"
],
"drives_commands": [
"ao beads exec",
"ao pawl"
],
"path": "skills/rpi/",
"references": 18
},
{
"sku": "skill:sbh",
"name": "sbh",
"type": "skill",
"kind": "skill",
"bounded_context": "BC5",
"hex_role": "supporting",
"tier": "execution",
"capability_class": "safety",
"purpose": ">-",
"status": "active",
"disposition": "keep",
"runtime_targets": [
"claude",
"codex"
],
"runtime_reach": "cross",
"parity_policy": "required",
"aliases": [],
"supersedes": null,
"consumes": [],
"produces": [],
"drives_commands": [],
"path": "skills/sbh/",
"references": 0
},
{
"sku": "skill:scaffold",
"name": "scaffold",
"type": "skill",
"kind": "skill",
"bounded_context": "BC4",
"hex_role": "supporting",
"tier": "execution",
"capability_class": "authoring",
"purpose": "Stamp project/component/CI scaffolds — but reach for it mainly for the repo-specific domain-slice binding (generic trees a frontier model needs no skill for). Triggers: \"scaffold\", \"create project component or boilerplate\".",
"status": "active",
"disposition": "update",
"runtime_targets": [
"claude",
"codex"
],
"runtime_reach": "cross",
"parity_policy": "required",
"aliases": [],
"supersedes": null,
"consumes": [],
"produces": [
"converted-skill"
],
"drives_commands": [
"ao goals scenarios"
],
"path": "skills/scaffold/",
"references": 3
},
{
"sku": "skill:scope",
"name": "scope",
"type": "skill",
"kind": "skill",
"bounded_context": "BC5",
"hex_role": "driven-adapter",
"tier": "execution",
"capability_class": "safety",
"purpose": "Hard-block edits outside declared frozen directories and protect paths during risky changes. Triggers: \"scope\", \"hard-block edits outside declared frozen\", \"scope skill\".",
"status": "active",
"disposition": "keep",
"runtime_targets": [
"claude",
"codex"
],
"runtime_reach": "cross",
"parity_policy": "required",
"aliases": [],
"supersedes": null,
"consumes": [],
"produces": [
"filesystem-gate"
],
"drives_commands": [],
"path": "skills/scope/",
"references": 3
},
{
"sku": "skill:security",
"name": "security",
"type": "skill",
"kind": "skill",
"bounded_context": "BC2",
"hex_role": "driven-adapter",
"tier": "product",
"capability_class": "safety",
"purpose": "Run repository security scans for vulnerabilities, dependency risk, secrets, and release gates. Triggers: \"security\", \"run repository security scans for\", \"security skill\".",
"status": "active",
"disposition": "keep",
"runtime_targets": [
"claude",
"codex"
],
"runtime_reach": "cross",
"parity_policy": "required",
"aliases": [],
"supersedes": null,
"consumes": [
"repo-context"
],
"produces": [
"security-report.json"
],
"drives_commands": [],
"path": "skills/security/",
"references": 2
},
{
"sku": "skill:shared",
"name": "shared",
"type": "skill",
"kind": "skill",
"bounded_context": "BC4",
"hex_role": "domain",
"tier": "library",
"capability_class": "authoring",
"purpose": "Shared AgentOps skill contracts. Triggers: \"shared\", \"shared agentops skill contracts.\", \"shared skill\".",
"status": "active",
"disposition": "keep",
"runtime_targets": [
"claude",
"codex"
],
"runtime_reach": "cross",
"parity_policy": "required",
"aliases": [],
"supersedes": null,
"consumes": [],
"produces": [
"stdout"
],
"drives_commands": [
"ao beads verify",
"ao version"
],
"path": "skills/shared/",
"references": 16
},
{
"sku": "skill:skill-builder",
"name": "skill-builder",
"type": "skill",
"kind": "skill",
"bounded_context": "BC4",
"hex_role": "supporting",
"tier": "meta",
"capability_class": "authoring",
"purpose": "Scaffold or absorb new SKILL.md files against the unified AgentOps template. Triggers: \"create a skill\", \"scaffold skill\", \"absorb external skill\", \"new skill\".",
"status": "active",
"disposition": "update",
"runtime_targets": [
"claude",
"codex"
],
"runtime_reach": "cross",
"parity_policy": "required",
"aliases": [],
"supersedes": null,
"consumes": [],
"produces": [
"converted-skill"
],
"drives_commands": [],
"path": "skills/skill-builder/",
"references": 4
},
{
"sku": "skill:standards",
"name": "standards",
"type": "skill",
"kind": "skill",
"bounded_context": "BC4",
"hex_role": "domain",
"tier": "library",
"capability_class": "docs",
"purpose": "Provide repo coding standards. Triggers: \"standards\", \"provide repo coding standards.\", \"standards skill\".",
"status": "active",
"disposition": "keep",
"runtime_targets": [
"claude",
"codex"
],
"runtime_reach": "cross",
"parity_policy": "required",
"aliases": [],
"supersedes": null,
"consumes": [],
"produces": [
"stdout"
],
"drives_commands": [],
"path": "skills/standards/",
"references": 25
},
{
"sku": "skill:status",
"name": "status",
"type": "skill",
"kind": "skill",
"bounded_context": "BC3",
"hex_role": "driving-adapter",
"tier": "session",
"capability_class": "tracking",
"purpose": "Show AgentOps work status. Triggers: \"status\", \"show agentops work status.\", \"status skill\".",
"status": "active",
"disposition": "update",
"runtime_targets": [
"claude",
"codex"
],
"runtime_reach": "cross",
"parity_policy": "required",
"aliases": [],
"supersedes": null,
"consumes": [
"br"
],
"produces": [
"stdout"
],
"drives_commands": [
"ao beads exec",
"ao session bootstrap"
],
"path": "skills/status/",
"references": 2
},
{
"sku": "skill:swarm",
"name": "swarm",
"type": "skill",
"kind": "skill",
"bounded_context": "BC6",
"hex_role": "supporting",
"tier": "execution",
"capability_class": "orchestration",
"purpose": "Dispatch parallel agents. Triggers: \"swarm\", \"dispatch parallel agents.\", \"swarm skill\".",
"status": "active",
"disposition": "update",
"runtime_targets": [
"claude",
"codex"
],
"runtime_reach": "cross",
"parity_policy": "required",
"aliases": [],
"supersedes": null,
"consumes": [
"implement",
"validate"
],
"produces": [
".agents/swarm/results/*.json"
],
"drives_commands": [],
"path": "skills/swarm/",
"references": 21
},
{
"sku": "skill:test",
"name": "test",
"type": "skill",
"kind": "skill",
"bounded_context": "BC2",
"hex_role": "supporting",
"tier": "execution",
"capability_class": "validation",
"purpose": "Generate tests and coverage plans. Triggers: \"test\", \"generate tests and coverage plans.\", \"test skill\".",
"status": "active",
"disposition": "update",
"runtime_targets": [
"claude",
"codex"
],
"runtime_reach": "cross",
"parity_policy": "required",
"aliases": [],
"supersedes": null,
"consumes": [
"standards",
"repo-context"
],
"produces": [
"result.json"
],
"drives_commands": [
"ao beads exec"
],
"path": "skills/test/",
"references": 6
},
{
"sku": "skill:toil-mining",
"name": "toil-mining",
"type": "skill",
"kind": "skill",
"bounded_context": "BC1",
"hex_role": "supporting",
"tier": "execution",
"capability_class": "corpus",
"purpose": ">-",
"status": "active",
"disposition": "keep",
"runtime_targets": [
"claude",
"codex"
],
"runtime_reach": "cross",
"parity_policy": "required",
"aliases": [],
"supersedes": null,
"consumes": [],
"produces": [
"result.json"
],
"drives_commands": [
"ao beads exec"
],
"path": "skills/toil-mining/",
"references": 1
},
{
"sku": "skill:using-gc",
"name": "using-gc",
"type": "skill",
"kind": "skill",
"bounded_context": "BC6",
"hex_role": "supporting",
"tier": "cross-vendor",
"capability_class": "orchestration",
"purpose": "Drive an explicitly selected Gas City factory: stand up a city, sling quests, watch the AgentOps membrane close gate, resolve stalls, and converge. Triggers: \"using-gc\", \"gas city\", \"drive a gc city\", \"sling a quest\", \"gc stall\".",
"status": "active",
"disposition": "keep",
"runtime_targets": [
"claude",
"codex"
],
"runtime_reach": "cross",
"parity_policy": "required",
"aliases": [],
"supersedes": null,
"consumes": [],
"produces": [],
"drives_commands": [],
"path": "skills/using-gc/",
"references": 3
},
{
"sku": "skill:validate",
"name": "validate",
"type": "skill",
"kind": "skill",
"bounded_context": "BC2",
"hex_role": "driving-adapter",
"tier": "judgment",
"capability_class": "validation",
"purpose": "Produce PASS/WARN/FAIL verdicts for artifacts, plans, code, PRs, or gates — quick pre-commit checks (absorbs vibe) through completion audits. Triggers: \"validate an artifact\", \"PASS/WARN/FAIL verdict\", \"readiness / completion audit\".",
"status": "active",
"disposition": "keep",
"runtime_targets": [
"claude",
"codex"
],
"runtime_reach": "cross",
"parity_policy": "required",
"aliases": [],
"supersedes": null,
"consumes": [],
"produces": [
"result.json"
],
"drives_commands": [
"ao beads exec",
"ao pawl"
],
"path": "skills/validate/",
"references": 24
},
{
"sku": "skill:workflow-builder",
"name": "workflow-builder",
"type": "skill",
"kind": "skill",
"bounded_context": "BC4",
"hex_role": "supporting",
"tier": "meta",
"capability_class": "authoring",
"purpose": "Scaffold a new Claude Workflow script — deterministic multi-agent orchestration. Triggers: \"build a workflow\", \"create a workflow\", \"scaffold workflow\", \"author a workflow\".",
"status": "active",
"disposition": "keep",
"runtime_targets": [
"claude",
"codex"
],
"runtime_reach": "cross",
"parity_policy": "required",
"aliases": [],
"supersedes": null,
"consumes": [],
"produces": [
"workflow-script"
],
"drives_commands": [],
"path": "skills/workflow-builder/",
"references": 0
},
{
"sku": "cmd:ao.beads",
"name": "ao beads",
"type": "cli-command",
"bounded_context": "",
"purpose": "Complementary tooling for the bd (beads) issue tracker",
"status": "active",
"driven_by_skills": [],
"flags": [
"--config",
"--dry-run",
"--json",
"--output",
"--verbose"
],
"path": "cli/cmd/ao/"
},
{
"sku": "cmd:ao.capabilities",
"name": "ao capabilities",
"type": "cli-command",
"bounded_context": "BC5",
"purpose": "Print the machine-readable CLI contract (JSON)",
"status": "active",
"driven_by_skills": [],
"flags": [
"--config",
"--dry-run",
"--json",
"--output",
"--verbose"
],
"path": "cli/cmd/ao/"
},
{
"sku": "cmd:ao.claim",
"name": "ao claim",
"type": "cli-command",
"bounded_context": "BC3",
"purpose": "Claim a BR bead or manage claim-evidence bindings",
"status": "active",
"driven_by_skills": [],
"flags": [
"--claim",
"--config",
"--dry-run",
"--json",
"--level",
"--output",
"--path",
"--verbose"
],
"path": "cli/cmd/ao/"
},
{
"sku": "cmd:ao.close",
"name": "ao close",
"type": "cli-command",
"bounded_context": "",
"purpose": "Close a bead and persist the explicit ledger/evidence paths",
"status": "active",
"driven_by_skills": [],
"flags": [
"--config",
"--dry-run",
"--json",
"--output",
"--verbose"
],
"path": "cli/cmd/ao/"
},
{
"sku": "cmd:ao.config",
"name": "ao config",
"type": "cli-command",
"bounded_context": "BC4",
"purpose": "Manage configuration",
"status": "active",
"driven_by_skills": [],
"flags": [
"--config",
"--dry-run",
"--json",
"--output",
"--show",
"--verbose"
],
"path": "cli/cmd/ao/"
},
{
"sku": "cmd:ao.council-gate",
"name": "ao council-gate",
"type": "cli-command",
"bounded_context": "",
"purpose": "Fail-closed two-plus judge verdict aggregation",
"status": "active",
"driven_by_skills": [],
"flags": [
"--config",
"--dry-run",
"--json",
"--output",
"--verbose"
],
"path": "cli/cmd/ao/"
},
{
"sku": "cmd:ao.doctor",
"name": "ao doctor",
"type": "cli-command",
"bounded_context": "BC4",
"purpose": "Check AgentOps health",
"status": "active",
"driven_by_skills": [],
"flags": [
"--before",
"--config",
"--dry-run",
"--explain",
"--fix",
"--json",
"--online",
"--only",
"--output",
"--quick",
"--robot",
"--robot-triage",
"--severity",
"--since",
"--skip",
"--verbose",
"--yes"
],
"path": "cli/cmd/ao/"
},
{
"sku": "cmd:ao.done",
"name": "ao done",
"type": "cli-command",
"bounded_context": "",
"purpose": "Close a bead with a verdict-referenced stamp — no verdict = not done",
"status": "active",
"driven_by_skills": [
"crank"
],
"flags": [
"--config",
"--dry-run",
"--force-no-verdict",
"--json",
"--output",
"--reason",
"--sha",
"--verbose"
],
"path": "cli/cmd/ao/"
},
{
"sku": "cmd:ao.eval",
"name": "ao eval",
"type": "cli-command",
"bounded_context": "BC2",
"purpose": "Run deterministic local evaluation suites",
"status": "active",
"driven_by_skills": [],
"flags": [
"--config",
"--delete",
"--dry-run",
"--json",
"--output",
"--tmp-files",
"--verbose"
],
"path": "cli/cmd/ao/"
},
{
"sku": "cmd:ao.gate",
"name": "ao gate",
"type": "cli-command",
"bounded_context": "BC2",
"purpose": "Human review gates",
"status": "active",
"driven_by_skills": [],
"flags": [
"--config",
"--dry-run",
"--json",
"--output",
"--reason",
"--verbose"
],
"path": "cli/cmd/ao/"
},
{
"sku": "cmd:ao.goals",
"name": "ao goals",
"type": "cli-command",
"bounded_context": "BC3",
"purpose": "Fitness goal measurement and validation",
"status": "active",
"driven_by_skills": [
"goals"
],
"flags": [
"--config",
"--dry-run",
"--file",
"--json",
"--output",
"--timeout",
"--verbose"
],
"path": "cli/cmd/ao/"
},
{
"sku": "cmd:ao.governor",
"name": "ao governor",
"type": "cli-command",
"bounded_context": "",
"purpose": "The membrane's SPC control-loop governor (error budget, special-cause)",
"status": "active",
"driven_by_skills": [],
"flags": [
"--config",
"--dry-run",
"--json",
"--output",
"--verbose"
],
"path": "cli/cmd/ao/"
},
{
"sku": "cmd:ao.init",
"name": "ao init",
"type": "cli-command",
"bounded_context": "BC4",
"purpose": "Initialize AgentOps in the current repository",
"status": "active",
"driven_by_skills": [],
"flags": [
"--config",
"--dry-run",
"--json",
"--output",
"--stealth",
"--verbose"
],
"path": "cli/cmd/ao/"
},
{
"sku": "cmd:ao.land",
"name": "ao land",
"type": "cli-command",
"bounded_context": "",
"purpose": "Land a bead through the trusted pawl path with a fresh in-checkout binary, then atomic pawl-land",
"status": "active",
"driven_by_skills": [],
"flags": [
"--config",
"--dry-run",
"--json",
"--output",
"--scope",
"--verbose"
],
"path": "cli/cmd/ao/"
},
{
"sku": "cmd:ao.membrane",
"name": "ao membrane",
"type": "cli-command",
"bounded_context": "",
"purpose": "Self-improving membrane: turn escapes into membrane checks",
"status": "active",
"driven_by_skills": [],
"flags": [
"--config",
"--dry-run",
"--json",
"--output",
"--verbose"
],
"path": "cli/cmd/ao/"
},
{
"sku": "cmd:ao.pawl",
"name": "ao pawl",
"type": "cli-command",
"bounded_context": "",
"purpose": "Cross-family membrane review and verdict tooling (the in-repo acceptance pawl)",
"status": "active",
"driven_by_skills": [
"council",
"crank",
"evolve",
"pawl-review",
"push",
"rpi",
"validate"
],
"flags": [
"--config",
"--dry-run",
"--dual",
"--json",
"--models",
"--output",
"--tri",
"--verbose"
],
"path": "cli/cmd/ao/"
},
{
"sku": "cmd:ao.plan-pawl",
"name": "ao plan-pawl",
"type": "cli-command",
"bounded_context": "",
"purpose": "The plan-pawl duel gate over discovery plans (docs/contracts/pawls.md)",
"status": "active",
"driven_by_skills": [],
"flags": [
"--config",
"--dry-run",
"--json",
"--output",
"--verbose"
],
"path": "cli/cmd/ao/"
},
{
"sku": "cmd:ao.provenance",
"name": "ao provenance",
"type": "cli-command",
"bounded_context": "",
"purpose": "Write and read the SDLC provenance edge ledger",
"status": "active",
"driven_by_skills": [],
"flags": [
"--config",
"--dry-run",
"--json",
"--output",
"--verbose"
],
"path": "cli/cmd/ao/"
},
{
"sku": "cmd:ao.quick-start",
"name": "ao quick-start",
"type": "cli-command",
"bounded_context": "BC3",
"purpose": "Set up AgentOps in your project (5 minutes)",
"status": "active",
"driven_by_skills": [
"bootstrap"
],
"flags": [
"--config",
"--dry-run",
"--json",
"--minimal",
"--no-beads",
"--output",
"--verbose"
],
"path": "cli/cmd/ao/"
},
{
"sku": "cmd:ao.ready",
"name": "ao ready",
"type": "cli-command",
"bounded_context": "",
"purpose": "Print harness-neutral ready bead state as JSON",
"status": "active",
"driven_by_skills": [],
"flags": [
"--config",
"--dry-run",
"--json",
"--output",
"--verbose"
],
"path": "cli/cmd/ao/"
},
{
"sku": "cmd:ao.robot-docs",
"name": "ao robot-docs",
"type": "cli-command",
"bounded_context": "BC5",
"purpose": "Print the paste-ready agent handbook for the ao CLI (Markdown)",
"status": "active",
"driven_by_skills": [],
"flags": [
"--config",
"--dry-run",
"--json",
"--output",
"--verbose"
],
"path": "cli/cmd/ao/"
},
{
"sku": "cmd:ao.session",
"name": "ao session",
"type": "cli-command",
"bounded_context": "BC5",
"purpose": "Session lifecycle operations",
"status": "active",
"driven_by_skills": [],
"flags": [
"--config",
"--dry-run",
"--json",
"--output",
"--session",
"--verbose"
],
"path": "cli/cmd/ao/"
},
{
"sku": "cmd:ao.skills",
"name": "ao skills",
"type": "cli-command",
"bounded_context": "BC4",
"purpose": "Inspect and validate the skills/ tree",
"status": "active",
"driven_by_skills": [],
"flags": [
"--config",
"--dry-run",
"--json",
"--output",
"--verbose"
],
"path": "cli/cmd/ao/"
},
{
"sku": "cmd:ao.status",
"name": "ao status",
"type": "cli-command",
"bounded_context": "BC3",
"purpose": "Show AgentOps status",
"status": "active",
"driven_by_skills": [],
"flags": [
"--config",
"--dry-run",
"--json",
"--output",
"--verbose"
],
"path": "cli/cmd/ao/"
},
{
"sku": "cmd:ao.validate",
"name": "ao validate",
"type": "cli-command",
"bounded_context": "BC2",
"purpose": "Umbrella validation gate (exit-code-as-verdict with --gate)",
"status": "active",
"driven_by_skills": [],
"flags": [
"--bead",
"--changes",
"--config",
"--dry-run",
"--gate",
"--json",
"--lenient",
"--lenient-expiry",
"--output",
"--strict",
"--verbose",
"--warn-as-fail"
],
"path": "cli/cmd/ao/"
},
{
"sku": "cmd:ao.verdict-gate",
"name": "ao verdict-gate",
"type": "cli-command",
"bounded_context": "",
"purpose": "Reject verdicts without commands and independent judge identity",
"status": "active",
"driven_by_skills": [],
"flags": [
"--config",
"--dry-run",
"--json",
"--output",
"--verbose"
],
"path": "cli/cmd/ao/"
},
{
"sku": "cmd:ao.verify",
"name": "ao verify",
"type": "cli-command",
"bounded_context": "",
"purpose": "Independent cross-family verdict on your change — no verdict = not done",
"status": "active",
"driven_by_skills": [],
"flags": [
"--author-family",
"--config",
"--context",
"--converge",
"--dir",
"--dry-run",
"--export-env",
"--from-verdict",
"--head",
"--json",
"--output",
"--rebind",
"--scope",
"--show-config",
"--stable",
"--strict",
"--verbose"
],
"path": "cli/cmd/ao/"
},
{
"sku": "cmd:ao.version",
"name": "ao version",
"type": "cli-command",
"bounded_context": "BC4",
"purpose": "Show version information",
"status": "active",
"driven_by_skills": [
"crank",
"shared"
],
"flags": [
"--config",
"--dry-run",
"--json",
"--output",
"--verbose"
],
"path": "cli/cmd/ao/"
},
{
"sku": "cmd:ao.yield",
"name": "ao yield",
"type": "cli-command",
"bounded_context": "",
"purpose": "Record dynamo yield-ledger events (per-bead operational stream)",
"status": "active",
"driven_by_skills": [],
"flags": [
"--config",
"--dry-run",
"--json",
"--output",
"--verbose"
],
"path": "cli/cmd/ao/"
},
{
"sku": "gate:changes",
"name": "changes",
"type": "gate",
"bounded_context": "BC2",
"purpose": "CI validation gate (.github/workflows/validate.yml).",
"status": "active",
"path": ".github/workflows/validate.yml"
},
{
"sku": "gate:go-gate-shadow",
"name": "go-gate-shadow",
"type": "gate",
"bounded_context": "BC2",
"purpose": "CI validation gate (.github/workflows/validate.yml).",
"status": "active",
"path": ".github/workflows/validate.yml"
},
{
"sku": "gate:skill-gates",
"name": "skill-gates",
"type": "gate",
"bounded_context": "BC2",
"purpose": "CI validation gate (.github/workflows/validate.yml).",
"status": "active",
"path": ".github/workflows/validate.yml"
},
{
"sku": "gate:correctness",
"name": "correctness",
"type": "gate",
"bounded_context": "BC2",
"purpose": "CI validation gate (.github/workflows/validate.yml).",
"status": "active",
"path": ".github/workflows/validate.yml"
},
{
"sku": "gate:lint",
"name": "lint",
"type": "gate",
"bounded_context": "BC2",
"purpose": "CI validation gate (.github/workflows/validate.yml).",
"status": "active",
"path": ".github/workflows/validate.yml"
},
{
"sku": "gate:security",
"name": "security",
"type": "gate",
"bounded_context": "BC2",
"purpose": "CI validation gate (.github/workflows/validate.yml).",
"status": "active",
"path": ".github/workflows/validate.yml"
},
{
"sku": "gate:skills-integrity",
"name": "skills-integrity",
"type": "gate",
"bounded_context": "BC2",
"purpose": "CI validation gate (.github/workflows/validate.yml).",
"status": "active",
"path": ".github/workflows/validate.yml"
},
{
"sku": "gate:contracts-sync",
"name": "contracts-sync",
"type": "gate",
"bounded_context": "BC2",
"purpose": "CI validation gate (.github/workflows/validate.yml).",
"status": "active",
"path": ".github/workflows/validate.yml"
},
{
"sku": "gate:codex-parity",
"name": "codex-parity",
"type": "gate",
"bounded_context": "BC2",
"purpose": "CI validation gate (.github/workflows/validate.yml).",
"status": "active",
"path": ".github/workflows/validate.yml"
},
{
"sku": "gate:doctrine-proof",
"name": "doctrine-proof",
"type": "gate",
"bounded_context": "BC2",
"purpose": "CI validation gate (.github/workflows/validate.yml).",
"status": "active",
"path": ".github/workflows/validate.yml"
},
{
"sku": "gate:eval",
"name": "eval",
"type": "gate",
"bounded_context": "BC2",
"purpose": "CI validation gate (.github/workflows/validate.yml).",
"status": "active",
"path": ".github/workflows/validate.yml"
},
{
"sku": "gate:skill-eval",
"name": "skill-eval",
"type": "gate",
"bounded_context": "BC2",
"purpose": "CI validation gate (.github/workflows/validate.yml).",
"status": "active",
"path": ".github/workflows/validate.yml"
},
{
"sku": "gate:process-hygiene",
"name": "process-hygiene",
"type": "gate",
"bounded_context": "BC2",
"purpose": "CI validation gate (.github/workflows/validate.yml).",
"status": "active",
"path": ".github/workflows/validate.yml"
},
{
"sku": "gate:summary",
"name": "summary",
"type": "gate",
"bounded_context": "BC2",
"purpose": "CI validation gate (.github/workflows/validate.yml).",
"status": "active",
"path": ".github/workflows/validate.yml"
}
],
"workflows": [
{
"id": "bdd-foundry",
"kind": "workflow",
"bounded_context": "BC3",
"hex_role": "driving-adapter",
"capability_class": "planning",
"runtime_targets": [
"claude"
],
"runtime_reach": "claude",
"parity_policy": "exempt",
"aliases": [],
"path": ".claude/workflows/bdd-foundry.js",
"supersedes": null
},
{
"id": "bead-crank",
"kind": "workflow",
"bounded_context": "BC3",
"hex_role": "driving-adapter",
"capability_class": "orchestration",
"runtime_targets": [
"claude"
],
"runtime_reach": "claude",
"parity_policy": "exempt",
"aliases": [
"crank"
],
"path": ".claude/workflows/bead-crank.js",
"supersedes": "ship-beads"
},
{
"id": "operating-loop",
"kind": "workflow",
"bounded_context": "BC3",
"hex_role": "driving-adapter",
"capability_class": "orchestration",
"runtime_targets": [
"claude"
],
"runtime_reach": "claude",
"parity_policy": "exempt",
"aliases": [],
"path": ".claude/workflows/operating-loop.js",
"supersedes": null
},
{
"id": "ship-beads",
"kind": "workflow",
"bounded_context": "BC3",
"hex_role": "driving-adapter",
"capability_class": "orchestration",
"runtime_targets": [
"claude"
],
"runtime_reach": "claude",
"parity_policy": "exempt",
"aliases": [
"crank",
"bead-crank"
],
"path": ".claude/workflows/ship-beads.js",
"supersedes": null
}
],
"cadence_recommendations": [
{
"name": "dream-cycle",
"cadence": "nightly",
"cron": "0 3 * * *",
"job_type": "dream.run",
"description": "Full knowledge consolidation: harvest → forge → inject → defrag",
"skills": [
"curate",
"forge",
"compile",
"inject"
]
},
{
"name": "knowledge-forge",
"cadence": "hourly",
"cron": "5 * * * *",
"job_type": "wiki.forge",
"description": "Mine session transcripts into learnings",
"skills": [
"forge"
]
},
{
"name": "eval-suite",
"cadence": "nightly",
"cron": "0 4 * * *",
"job_type": "eval.suite",
"description": "Run behavioral eval suite against skill changes",
"skills": [
"scenario"
]
},
{
"name": "wiki-build",
"cadence": "weekly",
"cron": "0 5 * * 0",
"job_type": "wiki.build",
"description": "Full .agents/compiled rebuild",
"skills": [
"compile"
]
},
{
"name": "flywheel-health",
"cadence": "weekly",
"cron": "0 6 * * 1",
"job_type": null,
"description": "Knowledge flywheel staleness and pool depth check",
"skills": [
"flywheel"
]
},
{
"name": "deps-audit",
"cadence": "weekly",
"cron": "0 7 * * 2",
"job_type": null,
"description": "Dependency vulnerability and license audit",
"skills": [
"deps"
]
},
{
"name": "security-scan",
"cadence": "weekly",
"cron": "0 7 * * 3",
"job_type": null,
"description": "Repository security scan",
"skills": [
"security"
]
},
{
"name": "evolve-loop",
"cadence": "weekly",
"cron": "0 2 * * 6",
"job_type": "rpi.run",
"description": "Autonomous fitness-scored improvement cycle",
"skills": [
"evolve",
"rpi"
]
},
{
"name": "pre-push-gate",
"cadence": "per-push",
"cron": null,
"job_type": null,
"description": "Local cockpit validation before push to main",
"skills": []
},
{
"name": "session-inject",
"cadence": "per-session",
"cron": null,
"job_type": null,
"description": "Context injection at session start",
"skills": [
"inject",
"recover"
]
}
]
}
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