The library

datadog-logs · Ops engineers needing flexible log search across tiered storage without UI

bio-experimental-design-batch-design · Biologists designing multi-batch sequencing to make batch effects correctable

governed-dev · Teams enforcing zero-tolerance for unverified claims in code reviews

newman-runner · QA teams validating APIs against Postman collections in CI/CD

spec-kitty-plan · Converting specifications into detailed implementation roadmaps with task decomposition

dashboard · Security teams tracking vulnerability status across projects without manual spreadsheets

aidd-timing-safe-compare · Catching timing-oracle attacks on authentication tokens before they reach production

spec-kitty-research · Establishing audit trails for design decisions before implementation

exploits-search · Security teams prioritizing vulnerabilities by actual exploit activity across packages

plugin-health · DevOps teams verifying plugin integrity and detecting malicious modifications

exploits · Security engineers understanding exploit risk for a specific CVE in their codebase

spec-kitty-specify · Teams kickstarting feature specs with deterministic scaffolding and version control

fix · Developers getting actionable remediation steps tailored to their repository and stack

package-search · Teams evaluating dependencies before integrating them into their supply chain

spec-kitty-sync-plugin · Upgrading framework templates without overwriting hand-maintained custom skills and project conventions.

remediation · Generating context-aware fix guidance that accounts for installed versions, ecosystem, and OS-specific remediation.

cli-development · Designing intuitive, Unix-compliant command-line interfaces with progressive disclosure and helpful errors.

spec-kitty-tasks-finalize · Verifying task completion and advancing to the next workflow phase with validation.

vuln · Discovering which known vulnerabilities affect your exact installed package versions and tracking decisions over time.

spec-kitty-tasks-outline · Creating granular, implementable work packages from high-level feature specifications without overwhelming agents.

claude-code-skill · Understanding Claude Code CLI conventions and architecture for extending the tool.

spec-kitty-tasks-packages · Auto-generating focused agent prompts from work package definitions with proper ownership and dependencies.

rag-cag-security · Building multi-tenant retrieval systems with document-level access control and prompt injection safety.

spec-kitty-tasks · Decomposing requirements into clear, parallelizable work packages with accurate sizing and dependencies.

gemini · Getting a cross-model second opinion from Google's AI with native Google ecosystem knowledge.

spec-kitty-workflow · Executing spec-kitty-workflow tasks efficiently within a larger workflow.

google-ads-audit · Identifying compliance issues and optimization opportunities across all Google Ads campaigns at scale.

cre-financing · Analyzing commercial real estate deals with tax implications and financing structures.

content-brief · Creating structured content briefs that align with audience, tone, and strategic objectives.

google-ads-copy · Generating conversion-focused ad copy variants that align with landing page context.

document-api · Integrating with external document and API platforms programmatically.

eeat-audit · Auditing website content for Google's E-E-A-T signals that impact search ranking.

google-ads-landing · Ensuring ads and landing pages are relevantly aligned to reduce bounce rates and improve QS.

expert-interview · Conducting structured expert interviews that surface decision rationale and context.

google-ads · Strategic performance management of Google Search campaigns with change tracking.

featured-snippet-optimizer · Winning featured snippets for keywords already ranking positions 1-5.

meta-ads-audit · Initial Meta Ads account setup and health diagnostic before running optimizations.

improve-content · Winning featured snippets for keywords already ranking positions 1-5.

meta-ads · Initial Meta Ads account setup and health diagnostic before running optimizations.

keyword-deep-dive · Winning featured snippets for keywords already ranking positions 1-5.

upgrade · Updating the NotFair plugin with automatic version management and changelog display.

jupyter-to-marimo · Converting Jupyter notebooks to marimo interactive Python scripts.

linkbuilding · Selecting phase-appropriate link acquisition tactics without external backlink tools.

broken-link-checker · Finding and fixing broken links to improve crawlability and user experience.

page-audit · Using page audit when use when auditing a specific page's seo performance, content quality, and competitive position. the agent fetches the url, googles the primary keyword, reads the top 3 competitors, and produces a full 7-dimension audit — no exports, no analytics access required..

content-planner · Strategic performance management of Google Search campaigns with change tracking.

semantic-gap-analysis · Using semantic gap analysis when use when a page ranks for a keyword but isn't in the top 3 and you want to know exactly what's missing. the agent compares the page to the top-ranking competitors and produces a specific list of entities, subtopics, and relationships to add..

content-writer · Aligning content production to business value using GSC opportunity prioritization.

topic-cluster-planning · Using topic cluster planning when use when planning a topic cluster (hub + spokes) for a new content area. the agent researches the space, identifies the hub topic, maps the spokes, and produces a specific content plan with internal linking strategy..

geo-optimizer · Structuring pillar content and spoke articles to maximize topical authority.