The library

scaffold-feature · Scaffolding a new feature when you want parallel file generation against a plan plus a built-in consistency review.

agi-cli-parity-1000 · Large-scale CLI parity audits when you need cited evidence across many dimensions with auto-synthesis into consolidated artifacts.

resident-daemon · Persisting resident Claude across CLI invocations when you need a Unix daemon that reuses existing ResidentPool without adding dependencies.

autopilot-finish-branch · Finishing a feature branch with hard-gated leak scanning and automatic PR creation/update in a single orchestrated flow.

otto-gateway-reliability-audit · Production-readiness audits of Go LLM gateways when you need multi-agent scanning + adversarial verification across reliability dimensions.

lets-plan-workflow · Multi-phase orchestration when phases need to be planned sequentially with approval checkpoints.

evolve-batch · Iterative batch refinement when you need multiple feedback cycles with controlled evolution.

hardening-pool-centralization · Hardening systems when you need to consolidate fragmented resource pools into a single managed center.

yasad-data-migration-wave · Large data migrations when you need staged waves with automatic rollback gates and data validation.

review-with-agent · Code review when you want an agent to async provide inline feedback on a specific diff.

agi-cli-migration-ux · CLI migrations when you need designed UX with clear deprecation paths and fallback.

test-gap-finder · Test improvement when you need to identify which code paths are untested and which tests are weak.

codebase-survey · Onboarding or refactoring when you want a comprehensive structure survey without running code.

hangar · Portfolio management when you need a workspace organizing multiple concurrent initiatives with clear blockers.

understand · Deep dives when you need a thorough mental model of a complex system from an agent.

adversarial-verify · Decision-making when you want an agent to systematically argue against a claim before committing.

routed_repo_review · Conducting structured code/design reviews with multiple perspectives in parallel.

finalize-testing-rules-audit · Conducting structured code/design reviews with multiple perspectives in parallel.

vjs-first-instance · Orchestrating multi-agent workflows with bounded costs and structured outputs.

maw-audit · Conducting structured code/design reviews with multiple perspectives in parallel.

forge-conventions-extract · Extracting and indexing knowledge from distributed sources.

goal · Executing goals with checkpoint commits, review loops, and deep judging until complete.

parallel-verify · Running isolated writers in parallel then integrating and verifying once.

env-ctl-phase1-vaultcore · Orchestrating multi-agent workflows with bounded costs and structured outputs.

ddd-council-review · Conducting structured code/design reviews with multiple perspectives in parallel.

typescript-migration · Coordinating large-scale code migrations with staged validation.

columbia-churn-2024-2026 · Orchestrating multi-agent workflows with bounded costs and structured outputs.

kiln-architecture · Applying DDD council review patterns with cross-examination and devil's advocacy.

submit_smoke · Orchestrating multi-agent workflows with bounded costs and structured outputs.

fan-out-reduce · Orchestrating multi-agent workflows with bounded costs and structured outputs.

canary · Post-deployment health monitoring with parallel metric collection and automated judging.

finish-l4-lora-recipe · Orchestrating multi-agent workflows with bounded costs and structured outputs.

synthetic-round-trip · Orchestrating multi-agent workflows with bounded costs and structured outputs.

security-audit · Conducting structured code/design reviews with multiple perspectives in parallel.

wf-swarm-synthesize · Gathering diverse perspectives and synthesizing a single authoritative result.

media-pairing-escalation-orchestrator · Orchestrating complex projects with implement->verify->escalate patterns.

nirs4all-docs-restructuring-proposal · When redesigning OSS library documentation with competing philosophies needing adversarial comparison.

software-factory-pipeline · When coordinating feature development with model-selection, telemetry, and integrated deployment.

vjs-supreme-court · When resolving constitutional questions requiring multi-justice written opinions and case law synthesis.

audit · When finding latent defects across mixed languages with mechanical refutation of false positives.

vcs-eval-start-round · When measuring whether agents properly isolate before editing a shared repository.

build-shell-v2 · When layering open-source packages with typed contracts that must stay green at each step.

mishkan-knowledge-gap-discovery · When auditing whether expected knowledge exists or needs research to fill gaps.

lets-backlog · When domain experts need to surface backlog gaps and cluster related themes in parallel.

sweep-civ · When batch-upgrading timeline events with photos and verification across multiple gates.

threat-audit · When identifying threat vectors requires multiple independent adversarial security lenses.

loop-until-budget · When a task needs to run repetitively until completion or token budget exhaustion.

full-quality-gate · When integrating code and docs require automated compliance gates before promotion.

test · When running tests needs detailed instrumentation and result aggregation.

kiln-validate · When validating codegen artifacts must match strict schema conformance rules.