savethepolarbears/koala-mcp-skills
Evidence-first Koala MCP workflows with bounded loops, budget checks and publication-aware approvals.
Use when researching an Amazon roundup, product comparison or single-product article with accurate product identity and attributed evidence.
Use when checking Google AI Overview citations, citation readiness, AI-crawler declarations, or competitor citation gaps.
Use when the user explicitly requests a complete KoalaWriter article from an approved topic or brief, not when merely researching or planning content.
Use when auditing Brand DNA, improving brand documentation, checking writing defaults, or preventing facts and voice from leaking between clients.
Use when estimating Koala research costs, checking remaining allowances, allocating a batch budget, or limiting a repeatable marketing agent run.
Use when the user explicitly authorizes adding, changing or cancelling Koala scheduled article tasks, including resolving a partial batch result.
Use when comparing a domain with search competitors, explaining a competitor’s advantage, or prioritizing keyword and backlink gaps.
Use when connecting Koala MCP, diagnosing missing Koala tools, choosing capability permissions, or checking whether a host can use the server.
Use when pages lose clicks or impressions, rankings stall, or a publisher asks what declined over a comparable reporting period.
Use when planning the next content batch, deciding what to publish over a period, or turning an opportunity shortlist into an editorial calendar without executing it.
Use when a request broadly involves Koala MCP, several Koala workflows, budgeted agent loops, or shared safety and evidence rules.
Use when reviewing a Koala article, checking factual/brand quality, applying bounded editorial feedback, or deciding whether a draft is ready for human publication review.
Use when preparing or generating KoalaImages assets for a social post, Pinterest pin, advertisement or supporting illustration.
Use when inspecting Google indexing state or when the user explicitly requests submission of specific URLs on a connected property.
Use when finding relevant internal links, mapping topic clusters, or proposing links to support an existing article.
Use when researching referring domains, lost or broken links, backlink gaps, anchor patterns, or a manual outreach shortlist.
Use when a public webpage needs an on-page, canonical, metadata, schema or visible-layout audit without changing the site.
Use when choosing topics, finding keyword opportunities, avoiding cannibalization, or deciding between refreshing a page and creating new content.
Use when improving an existing URL, rescuing a page near page one, correcting stale content, or refreshing a page without creating a competing URL.
Use when evaluating content changes with connected Search Console and Analytics, comparing periods, or checking whether an intervention helped.
Use when coordinating several brands or repeating evidence-to-action content workflows across a portfolio with shared account budgets.
Use when evaluating an agency prospect, acquisition lead or unfamiliar domain using public search and page evidence.
Use when Koala writing appears stuck, an article ID was lost, a connection ended while generating, or duplicate jobs may have been queued.
Use when Koala tools appear changed, an argument stops working, a beta update arrives, or the tool catalogue needs verification.
Use when planning seasonal topics, comparing Google and Pinterest trends, or choosing when to refresh and publish ahead of demand.
Use when turning a supplied YouTube video into an article or researching video evidence for a content brief.