The library

consult-with-adversarial-review · Catching wrong-but-plausible council answers before use.

qa · Discovering and fixing bugs before ship with parallel test orchestration.

migration-audit · Discovering quality gaps across multiple architecture and compliance dimensions.

copywriting · Founders and product designers who want copy patterns and formulas they can use across the entire product without hiring a copywriter.

growth · Solo founders and growth PMs designing product-led acquisition where the product itself drives growth, not sales team.

understand-package-api · Executing complex multi-phase workflows with typed outputs.

ads-landing · PPC campaign optimization: diagnose why landing pages don't convert despite ad traffic volume.

ads-test · Ad teams avoiding "winner calling" errors and ensuring statistical rigor in creative testing.

traffic · Growth leads doing monthly channel performance reviews and trying to understand where unattributed Direct traffic actually comes from.

release-checkpoint · Executing complex multi-phase workflows with typed outputs.

bier-spec-audit · Discovering quality gaps across multiple architecture and compliance dimensions.

programmatic-seo · When you have 50+ landing pages to create because programmatic SEO scales with quality checks (unique value, proper data sourcing, intent match).

copywriting-core · Landing page copy that needs to stop scrolls by leading with customer outcomes, not feature lists.

forge-run-ticket · Executing complex multi-phase workflows with typed outputs.

view-edit-parity · Executing complex multi-phase workflows with typed outputs.

daily-improvement-v4-sprint · Executing complex multi-phase workflows with typed outputs.

hle-15-ablation · Executing complex multi-phase workflows with typed outputs.

bench-capability-sprint-23 · Executing complex multi-phase workflows with typed outputs.

release-prep-phase2 · Executing complex multi-phase workflows with typed outputs.

deep_research · Executing complex multi-phase workflows with typed outputs.

sprint-lessons · Executing complex multi-phase workflows with typed outputs.

seo-sxo · Diagnosing why a well-optimized page doesn't rank: wrong page type for the keyword intent.

legal · Fast initial triage of contracts, compliance scope, and legal risk for in-house teams who then consult qualified counsel; mode detection routes to right framework without manual routing.

google-search-console · SEO managers doing monthly monitoring of search visibility and title/meta optimization, who need to prioritize which pages to optimize first.

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