The library

outreach-fanout-research · When you need to build a prospect list from a look-alike pool of a known customer and you need both email AND phone verified from official sources, not brokers.

writing-draft · Converting detailed outlines to publishable prose while maintaining spec fidelity.

blog-prose-remediation · Hardening vague agent instructions into precise, testable, falsifiable prompts.

voice-lint · Voice consistency verification across large artifacts where single-context review misses style drift.

market-validation-research · Gathering and adversarially verifying market or technical evidence from multiple sources with cited claims.

translation-qa · Iterative quality improvement where an analyzer-editor loop converges until no issues are found twice in a row.

shadowkit-site-build · Orchestrate multi-agent shadowkit site build across parallel branches and synthesis.

ambient-art · workflow automation in specialized problem domain; check artifact name and description.

comparison-audit · Automating multi-phase task execution with agents.

vue-newsletter · Synthesizing weekly summaries across multiple heterogeneous sources (releases, blogs, social, people) with automated deduplication.

pitch-atlas-craftsmen-research · Coordinating multi-agent workflows with explicit phases, budget guards, and structured JSON output schemas.

loop-discover · When the amount of work is unknown upfront — bugs, proposals, patterns. Spawns finder agents until K consecutive rounds

research-pulse-daily · Daily lightweight research pulse: 3 parallel domain scans + synthesis.

release-notes · Parallel review and triage workflows across multiple criteria or models.

research-pulse-daily · Multi-dimensional research workflows with parallel specialist agents per dimension.

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.

build-viz · Use when implementing build-viz patterns.

translate-keys · Localizing customer-facing UI (like ordering combos) into 37 languages with strict JSON schema + placeholder + markup preservation.

generate-radio-ads · Rapidly iterating radio ad variants when you need fast copy-to-voice turnaround.

generate-radio-part2 · Workflow for generate-radio-part2

generate-radio-episode · Radio content creation when end-to-end script-to-audio pipeline is needed

blau-landing · Marketing landing pages where rapid iteration and reliable deployment matter

marketing-brainstorm · Deep marketing research on niche products by parallelizing domain-specific investigations (Reddit, competitors, content, influencers, crypto channels).

world-studio · Automating world studio workflows.

double-blog · Publishing complementary blog posts simultaneously across multiple platforms with coordinated messaging.

article-review-improve-loop · Running article-review-improve-loop workflow with multi-phase verification and structured output.

generate-radio-episodes-batch · When you need batch content generation with multi-agent curation to avoid repetition.

optimization-loop-smoke · When you need multi-phase orchestration with parallel agents across a complex workflow.

hiraia-curate-images · Filtering subject clusters into drawable, single-subject image concepts.

completeness-critic · Identifying gaps in initial coverage then filling them iteratively.

workshop-verify · Called by the workshop skill at the Phase 3->4 boundary (artifact review gate) and as Phase 4 verification, and by workshop-revise after edits.

deep-research · Use when workflow operations need deep research.

phase0-rebaseline-journey · Rebuild persona understanding from scratch combining interviews and metrics.

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

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

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

lang-content-generate · Content localization when translating a spec into multiple languages (often with cultural/regional variants).

optimization-loop · Improving performance when you need goal-driven iteration (profile → hypothesis → implement → measure).

validate-translations · Fleet-reviewing translations at scale with consistent criteria and rework categorization.

playlist-subs-batch · Batch subscription management with parallel confirmation and state sync.

translate-keys · Translating 37+ locales in parallel without hallucination via schema validation.

frugalmonograph · Running frugalmonograph as a multi-phase orchestrated workflow.

yt-shorts-production · Running yt-shorts-production as a multi-phase orchestrated workflow.

shorten-rerun · Rewrite tutoring dialogue in bulk when all chunks need the same brevity + socratic tone rules.

meridian-l10n-ui · Localize a modular iOS app when glossary consistency and build verification are required.

monograph · Write a long-form technical document when depth, consistency, and multi-phase writing are required.

cadence-report-repair · Report synthesis when logs are noisy + visual defects must be auto-repaired

translate-round2 · Translation refinement when round-1 coverage is ~95% but edge cases need manual TLC

finish-track · Graduate-level monographs on statistical/mathematical topics where step-by-step derivations and honest real-world examples are mandatory.