The library

seo-monitoring · Content marketers and SEO leads who own 50+ articles and need to identify high/low performers and guide future topic selection.

affiliate-marketing · B2B/B2C SaaS founders adding a partner channel while maintaining control of brand positioning and affiliate quality.

newsletter-signup · Content/growth teams optimizing email signup forms for conversion without overwhelming visitors with field requests.

sop-builder · Critical repeatable processes (deployments, migrations, incident response) where precise step order and verification prevent outages and tribal knowledge loss.

triptych · Blocking unsafe SceneView merges with enforced multi-lens coverage (correctness, API, parity, UX, safety) and a serial visual QA gate that prevents device-contention race conditions.

review-fanout · Autonomous merge gates for SceneView PRs: reviewers catch issues, adversarial verify filters false positives, breaking-API change blocks auto-merge with traceback.

store-status · Verifying real live artifact availability after CI passes; CI-green is never proof of live for app stores, CDN, and package registries.

workshop-generate · Generating workshop slides in phases: per-SECTION fan-out enforces intra-section flow and composability; assembly gate catches compile errors before marking success.

area-audit · Fast multi-perspective code audits with adversarial filtering of false positives; HIGH findings must be independently verified before inclusion in report.

hiring · Early-stage founders ($0-$5M) who want to stop hiring on gut feeling and need a framework to define roles tightly, interview efficiently, and avoid the costly mistakes of 'at least we tried hiring'.

r · Reconstructing workflow execution DAGs from recorded results for visualization, audit, and re-execution without re-running agents; handles data-dependent fan-out and sub-workflows.

emitter · Compiling high-level workflow IR specifications into executable Claude Code scripts with automatic phase ordering and schema declaration emission.

openspec-lifecycle · Managing multi-stage product lifecycles with validation gates between phases.

forge-watch · Multi-phase projects requiring parallel specialist execution and cross-stage coordination.

feedback-themes · Digesting user feedback batches without manual labeling.

boilerplate-hardening · Multi-phase projects requiring parallel specialist execution and cross-stage coordination.

geo-content-optimizer · Publishers capturing share of AI-generated answer traffic by making content more quotable and factual.

blog-post · Design-system-first content sites where each blog post is a mini-editorial product with consistent type hierarchy and brand voice.

excel-author · Financial modeling requiring auditable formulas, color-coded assumptions, and balance verification.

seo-drift · Catching SEO regressions during site migrations, rewrites, or CMS updates where before/after diffs with triggered rules save investigation time.

seo-maps · Local businesses needing cross-platform review aggregation and rank tracking across geographic grids.

seo-schema · Publishers, e-commerce, or service sites needing to claim rich result eligibility and semantic markup validation.

ads-math · Ad ops and marketers modeling budget allocation, scaling decisions, and financial sustainability of campaigns.

geo-report · GEO audit aggregation where a single report is required for executive sign-off.

finance-ops · Financial modeling requiring auditable formulas, color-coded assumptions, and balance verification.

sales-pipeline · Mid-market B2B with warm inbound (website visitors) needing automated nurture routing + resurrection of known accounts

data-analysis-standard · Explaining unexpected metric movements before escalating to leadership; answers 'what changed, why, so what, now what' for any metric problem.

assumption-mapper · Pre-build validation when a plan has multiple untested bets and you need to decide what to test first.

ai-traffic · Growth marketers trying to understand the new AI-driven referral channel and separate it from traditional organic/referral attribution.

execute-plan · Managing multi-stage product lifecycles with validation gates between phases.

german-program · Managing multi-stage product lifecycles with validation gates between phases.

harmony · Catching union-breakage no single PR review sees after parallel merge window closes

review-council · Architecture reviews and security audits where diverse lenses + adversarial code-tracing beats single-reviewer cost/coverage tradeoff

ebook · Long-form knowledge products where source verification + adversarial claim-checking beats single-author trust

full-pass · Quick full-pass paper review when single-agent depth sufficient

demo-bun-image-self-improve · Autonomous iterative improvement of small Bun apps with continuous feedback loop

kmaz-build-iteration · Converting approved designs to committed code in tight design-build loops

software-factory-pipeline · Fast-track single-feature delivery with parallel scout+design execution

autopilot-engine · Closed-loop plan-review-execute when agent autonomy + explicit review gates matter

improve-sentencesplit · Targeted library fixes when comparative testing provides ground truth

marketing-strategy · Pre-launch or repositioning when you need to justify why now (macro trend) and who wins (best-fit customer).

hardcore-review-cycle-11 · Uncompromising product spec validation where C7-standard rigor + parallel review gates quality

release_check · Assessing release safety before shipping with parallel risk checks.

pr_review · Code review when parallel diverse lenses catch issues single reviewer misses

landing-page-optimizer · Rapidly identifying structural landing page problems (missing CTA, poor prop hierarchy, unoptimized forms) before A/B testing specific copy variations

kb-domain-runner · Best for: complex multi-phase orchestration with parallelization and adversarial gates.

opsx-apply-tracks · Best for: orchestrating large parallel implementation efforts with track isolation.

sisyphus-validation-loop · Best for: end-to-end feature validation with concrete evidence and fix-revalidate loops.

seo-sxo · Used in skill workflows

50-fix-divergences · Best for: iterative fixing of divergences with rebuild/retest until byte-identical.