The library

research-digest · Aggregating research signals from 7 heterogeneous sources with real-time relevance ranking and dedup.

dag-inventory · Cataloging and classifying large numbers of DAGs for safe migration or archival decisions.

markup-repair-sonnet · Preserving localization quality while fixing structural markup mismatches token-by-token.

review · Multi-stage code review with parallel verification agents and structured decision gates.

orion-seo-pipeline · Orchestrating SEO analysis workflows with parallel data collection and synthesis.

rule-adherence · Verifying rule compliance across datasets with multi-agent parallel audit.

sync-settings-options · Keeping plugin configuration synchronized across instances without manual sync.

screenshot-analyze · Extracting semantic meaning and anomalies from screenshots via agent interpretation.

prd241-afk-implementation · Executing PRDs asynchronously with fork-join parallelism and progress tracking.

magpie-pipeline-audit-round · Auditing pipeline output with staged verification and result aggregation.

task-1-1-redact · Removing sensitive fields from tasks using multi-pass agent filtering with confidence scores.

phase-f-test-swarm · Running test suites in parallel with automatic fault isolation and result rollup.

mock-schema-failure · Simulating schema failures to test error handling paths without live breaking changes.

protected-globals · Restricting variable scope in workflows to prevent unintended cross-phase mutations.

kiln-build · Multi-model builds where vertical slices rotate through cross-family reviewers before integration.

embedded-vibe · Non-competition embedded tasks needing deterministic read-implement-verify without user input gates.

nested-workflow · Decomposing large orchestrations into reusable sub-workflows without duplicate concurrency budgets.

mock-review · Testing workflow structure and StructuredOutput schemas without cloud API costs.

build-workflow-v2-edit · Editing live n8n instances without breaking existing node parameters or introducing drift.

mhpp-10-ablation · Ablation studies where solver agents invoke external tools themselves (agentic-tool pattern, not pre-generation).

Lean review harness · Systematic code review covering redundancy, hygiene, faithfulness, and proof-quality with adversarial false-positive killing.

contracts-finder-backfill · Large-scale procurement time-series ingestion where idempotency and resumability are critical.

conjecture-swarm · Exploratory mathematical research where diverse lenses and adversarial refutation accelerate discovery.

rust-crate-publish · Automating Rust release ceremonies with multi-phase intent detection and merge polling.

mine-rules · Converting informal requirements into machine-readable rule sets.

ds-implement · Complex data structure implementations requiring correctness verification.

howto-planning · Creating detailed instructional content with clear step progressions.

amf-landscape-2026-06 · Up-to-date AI model ecosystem analysis with concurrent data collection.

nimbus-landing-redesign · Design iteration cycles with rapid validation via A/B testing.

batch-fix-todo · Large-scale codebase cleanup targeting scattered markers.

neuralknnvc-build · Performance-critical neural compute engine builds with validation.

sbc-canvas-config-gen-review · Complex embedded system configuration generation with multi-layer validation.

prior-art · Patent landscape and novelty analysis for IP assessment.

doc-audit · Systematic documentation quality assurance and gap identification.

daily-system-review · Monitoring AI ecosystem changes across vendor + community + internal tiers daily

nexos-vs-nexdash-parity · Comparing live implementations under identical test conditions to find divergence

presence-claims-audit · Verifying that docs genuinely document six key areas vs just existing as files

write-boundary-demo · Validating concurrent append safety and single-writer assembly patterns

task-0-7-clock-random · Porting deterministic infra with bit-exact parity cross-version verification

code-review · Reviewing files across multiple lenses (bugs, security, style) with adversarial verification

bug-discovery · Iteratively finding bugs from multiple angles (logic, null-safety, concurrency) with dedup

test-audit-llm · Auditing test quality on read-only lenses (faithfulness, intent, coverage, smell)

explore-pipeline · Systematically mapping codebase architecture in tiered depth with real exploration

finish-pr · Completing PR workflows end-to-end with review and merge safety checks

sota-scan-fanout · Scanning research papers in parallel across multiple sources

rego-security-audit · Auditing Rego security policy rules for violations and misconfiguration

wf-swarm-converge · Converging multiple specialized agents into a unified swarm decision

writing-plans · Generating structured writing plans with outline and topic decomposition

classify-route · Classifying routing decisions dynamically based on context

tradingflow · Analyzing multi-leg trading workflows with execution validation