The library

market-news · daily market briefing synthesis from multiple news angles with citations

qiskit-platform-research · accuracy-critical resource curation for public learning platforms

trace-boundaries · stress-testing workflow runtime edge cases and error recovery

phase-f-probe-swarm · systematic panic elimination via dedup and root-cause fixing

add-format · implementing new data parsers with 0-mutation hardening

standards-verify · fan-out parallel research with synthesized results

phase-e-mass-ungate · fan-out parallel research with synthesized results

consolidate-memory · unifying distributed agent state into a single source of truth

pathfinder-v2-verdict-pass · fan-out parallel research with synthesized results

node-strategies-demo · Demonstrating workflow-kit multi-strategy nodes (script, external LLM, Claude) with payload passing via files.

demo · fan-out parallel research with synthesized results

visual-loop · fan-out parallel research with synthesized results

gate · fan-out parallel research with synthesized results

engine-quality-battery · fan-out parallel research with synthesized results

test-coverage · fan-out parallel research with synthesized results

dependency-upgrade · fan-out parallel research with synthesized results

scout-and-combine · fan-out parallel research with synthesized results

rebench-binary-survey · Comprehensive multi-phase scan across heterogeneous source corpus with parallel validation.

playlist-subs-full · Chunked batch download with parallel agents and sequential within-chunk ordering.

fetch-images · Chunked batch download with parallel agents and sequential within-chunk ordering.

tooltuner-gen · Multi-phase tooltuner-gen orchestration with structured phase control and receipts.

model-convert-benchmark · Multi-phase model-convert-benchmark orchestration with structured phase control and receipts.

phase-b0-verify · Adversarial pre-commit validation across multiple crates with structured findings.

orchestrate-dispatch-wave · Fanned dispatch of isolated sub-tasks with worktree isolation and receipts.

loom-research · Multi-angle research with parallel search, aggregation, and adversarial contradiction resolution.

UI Audit · Comprehensive multi-phase scan across heterogeneous source corpus with parallel validation.

translate-miru-privacy · Localizing privacy policies and UI text into 24 languages with strict JSON validation and placeholder preservation.

i18n-rollout · Bulk text localization across codebase with consistent dictionary structure.

lean4-cpg-validation · Adversarial pre-commit validation across multiple crates with structured findings.

phase-d-crate-shard · Multi-phase phase-d-crate-shard orchestration with structured phase control and receipts.

claude-md-audit-remediate · Comprehensive multi-phase scan across heterogeneous source corpus with parallel validation.

references-audit-classify · Comprehensive multi-phase scan across heterogeneous source corpus with parallel validation.

fuzz · Multi-phase fuzz orchestration with structured phase control and receipts.

xproject · Multi-phase xproject orchestration with structured phase control and receipts.

scaffold-team · Multi-phase scaffold-team orchestration with structured phase control and receipts.

health-audit · Comprehensive multi-phase scan across heterogeneous source corpus with parallel validation.

loop-until-dry · Multi-phase loop-until-dry orchestration with structured phase control and receipts.

cf-parallel-harvester-rawload · Append-loading UK Contracts Finder historical data (2016-2026) into BigQuery in resumable 2-month shards.

qa-run · Multi-phase qa-run orchestration with structured phase control and receipts.

news-graph-extract · Building knowledge graphs from news corpora where entities and relationships must be structured for Neo4j ingestion.

metal-candle-free-flip · Mechanical candle-core → kt-native GPU kernel substrate swaps where logic must be preserved byte-for-byte (#1082).

phase-h-windows-errors · Cross-platform Rust projects where Windows compilation is gated and errors must be fixed in parallel per file.

implement-test-plan-reviewer · Building QA tools where the plan must be the authoritative spec and implementation is adversarially validated.

recipe-grind-r2 · Automated recipe repair where root cause must be diagnosed from real CI failure output.

phase-b1-tier · Cross-crate compilation where gating must preserve Phase-A drafts and later tiers depend on stubs.

boardroom-blind-review · High-stakes decisions where reviewer independence must be enforced structurally via separate agent contexts.

qa · Budget-gated QA where lite testing is the gate before heavier runs.

parallel-swarm.workflow · Batch operations where each item can be independently processed in parallel.

wait-for-pr-review · CI pipelines where Claude-generated reviews must complete before merging.

sprite-restyle-judge · Game asset QA where visual consistency to canon must be both scored and gated per character.