The library

geo-technical · When GEO performance is low and you suspect technical issues like JS-rendering or AI crawler blocking in robots.txt.

developer-growth-analysis · Developers who want structured, evidence-based feedback on their work growth without waiting for code reviews, using their actual recent project history as the signal.

seo-schema · Find missing schema opportunities and fix validation errors

seo-technical · Conducting comprehensive technical SEO audits for crawlability, indexability, and security issues across large sites.

sprint-summary · Engineering/product leads presenting sprint progress to stakeholders with data-driven efficiency and cost trends.

geo-schema · Optimizing entity recognition when schema is the bottleneck to AI citations.

seo-technical · Ensuring crawlability, mobile-first readiness, Core Web Vitals, and selective AI crawler blocking per brand strategy.

firebase-analytics · Implementing analytics tracking for user behavior, screen views, and conversion funnels in production Flutter apps.

geo-update · Keeping GEO-SEO toolkit in sync with upstream without manual file management.

write-a-skill · Teams and individuals building reusable workflows in Claude Code who need to document skills in a format that enables agent discovery and execution.

src · Large codebases with 5+ file changes spanning multiple domains—when parallel architecture design and implementation can run unblocked.

seo-firecrawl · Pre-audit discovery phase to enumerate all indexable content before running SEO analysis.

brand-yml · Design system owners ensuring Shiny apps and Quarto documents use consistent brand tokens without duplicating CSS.

eng-runbook · Quick reference during on-call rotations when incident response must be immediate and procedures must be precise and copy-paste-ready.

github-dashboard · Open-source project health dashboards where public GitHub data aggregation and optional refresh scheduling are needed.

crash-analytics · Mobile teams seeing >0.5% crash rate affecting App Store ranking and retention who need impact-based triage not frequency ranking.

seo-aeo-amplifier · Rapidly identifying and auto-fixing on-page SEO issues (titles, descriptions, heading structure, alt text, schema) for WordPress sites.

design-handoff · Eliminating back-and-forth design questions by specifying every interaction, state, and edge case upfront in one doc.

standup · Engineers and PMs who need to keep leadership informed without writing essays, and want their updates actually read instead of skimmed (because every sentence moves someone toward a decision or clarity).

ralph-analytics · Agent development where you need quantified evidence of loop quality improvement—when optimizing stuck detection, reflection patterns, or escalation thresholds.

run-repo-checks · Reporting repo health to agents in a structured, repeatable way

SKILL · Automated data quality gates in ML pipelines with both fast rule checks and semantic LLM scoring

.skill · Lightweight agent-driven repo validation without external runners

Skill · Rapid test-data generation for web apps when you need to respect entity relationships and field types without manual SQL.

skill · Creating audio-reactive visuals when aesthetic consistency and lore injection matter more than generic animation.

skill · Building unified full-stack apps when you want to avoid external backend APIs and keep everything within Next.js.

skill · Building composite UIs faster and more consistently when shadcn base components exist—avoids reinventing buttons or cards.

Skill · Exporting Teams conversation history at scale when you need thread structure preserved—WPF UI simplifies config.

proto-generator.skill · Generating gRPC and HTTP stubs with validation and Swagger docs in one command—avoids manual interface coding.

Use Docker Compose for repeatable local stacks · Sharing reproducible development stacks across teams when version control and one-command startup matter.

Accessibility audit · When accessibility audit is needed before shipping or in production.

sqlite-incremental-reconcile · When sqlite-incremental-reconcile is needed before shipping or in production.

claude-code-skillforge · When claude-code-skillforge is needed before shipping or in production.

sdk · When sdk is needed before shipping or in production.

formatting-commits · When formatting-commits is needed before shipping or in production.

inspector · When inspector is needed before shipping or in production.

server · When server is needed before shipping or in production.

ext-apps · When ext-apps is needed before shipping or in production.

commit-workflow · When commit-workflow is needed before shipping or in production.

mcp-handler · When mcp-handler is needed before shipping or in production.

drupal-sdc-figma-parity · When drupal-sdc-figma-parity is needed before shipping or in production.

php-prebuild-quality · When php-prebuild-quality is needed before shipping or in production.

terrashark · When terrashark is needed before shipping or in production.

skill-manager · When skill-manager is needed before shipping or in production.

mcp-tools · When mcp-tools is needed before shipping or in production.

stress-test · When stress-test is needed before shipping or in production.

server · Scaling MCP server codebase with TypeScript decorators and DI.

mcp-proxy · Exposing stdio MCP servers to HTTP/SSE clients without native stdio.

evaluate-model · Standardized model evaluation reporting post-training.

run-pipeline · Reproducible end-to-end execution after configuration or code changes.