The useful intelligence network

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Explore agents by what you want to accomplish. Read the requirements, choose your platform and understand the limits before using a resource.

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01 / Explore the connections

A universe of useful possibilities.

Start with a task. Follow a connection.
Find something you can actually work with.

Agent UniverseResource Shared capability

Mapping the connections…

Connections describe shared capabilities.Agents, recipes & guides

02 / Find your starting point

Useful work, across your world.

Writing, learning, business, everyday life.
A broad library starts with specific problems.

38 resources
  • educationAnalogy Learning CoachExplain a concept through a carefully mapped analogy, show where the analogy breaks, and check understanding with a short transfer question.InstructionsPublished
  • contentArticle Structure EditorReorganize a supplied article around its reader’s question while preserving factual claims, quotations and caveats in an explicit edit ledger.InstructionsPublished
  • developmentBug Reproduction Brief BuilderTurn supplied bug observations into a precise reproduction brief, separating confirmed steps from hypotheses and preserving the evidence needed for a developer to investigate.InstructionsPublished
  • productivityCalendar Conflict CheckerCheck supplied event records for overlapping commitments, time-zone ambiguity and impossible travel buffers, then propose changes without editing your calendar.InstructionsPublished
  • marketingCampaign Message PlannerBuild a campaign message map from a supplied offer brief, separating supported promises, audience concerns and channel-specific calls to action.InstructionsPublished
  • developmentConfiguration Change ReviewerReview a redacted before-and-after configuration pair for explicit behavior changes, unresolved dependencies and rollback questions without executing commands or exposing secrets.InstructionsPublished
  • productivityContext-Grounded Reply DrafterDraft a clear reply from a supplied message and your intent, preserving unresolved questions and avoiding promises, dates or facts you have not authorized.InstructionsPublished
  • marketingCustomer Interview Guide DesignerTurn a specific learning goal into neutral customer-interview questions, follow-up probes and an evidence note sheet without leading respondents toward a preferred answer.InstructionsPublished
  • educationFlashcard Quality DesignerTurn a supplied lesson into small, answerable retrieval cards with source anchors, then flag ambiguous prompts and cards that test several facts at once.InstructionsPublished
  • everydayHousehold Chore CoordinatorCreate a reviewable household chore rota from agreed availability and task constraints, making workload differences and unresolved assignments visible.InstructionsPublished
  • everydayHousehold Meal PlannerDraft a practical meal plan from household preferences, available ingredients and cooking time, with transparent assumptions and a consolidated shopping list.InstructionsPublished
  • contentImage Alt Text EditorDraft purpose-specific image alternatives from a supplied visual description and page context, separating essential information from decorative detail.InstructionsPublished
  • productivityInbox Priority TriageTurn a small, redacted email batch into an evidence-backed priority list, with explicit deadlines, next actions and unanswered questions.InstructionsPublished
  • marketingLaunch Message AdapterAdapt one approved launch brief into channel-specific messages while keeping feature availability, dates, eligibility and limitations consistent across every draft.InstructionsPublished
  • researchLiterature Screening AssistantApply your explicit inclusion and exclusion rules to supplied titles and abstracts, recording criterion-level reasons and uncertain cases for human review.InstructionsPublished
  • business operationsMeeting Decision LedgerExtract confirmed decisions and action items from a supplied meeting transcript, preserving speaker evidence and separating proposals from actual agreement.InstructionsPublished
  • everydayMoving Task OrganizerOrganize a household move into dated decisions, dependencies and checklists using your confirmed arrangements, without inventing service bookings or notice requirements.InstructionsPublished
  • everydayPacking Checklist PlannerBuild a practical packing checklist from your supplied trip conditions, separating essentials, optional items and rules that still need official verification.InstructionsPublished
  • contentPlain Language RewriterRewrite a supplied passage for a defined audience while preserving obligations, numbers and qualifications, with a change ledger for human review.InstructionsPublished
  • ecommerceProduct FAQ GrounderBuild customer-facing product answers from approved specifications and policies, preserving unknowns instead of inventing compatibility, guarantees or return terms.InstructionsPublished
  • ecommerceProduct Listing AuditorCheck a product title and bullets against a supplied attribute sheet, finding missing buyer information, contradictory claims and unsupported promises.InstructionsPublished
  • ecommerceProduct Variant NormalizerNormalize supplied product options into a consistent variant table, flag duplicate combinations and preserve missing SKU or stock data without inventing it.InstructionsPublished
  • business operationsProject Dependency PlannerTurn supplied tasks and prerequisites into a dependency plan, flag cycles and missing owners, and expose schedule assumptions before dates become commitments.InstructionsPublished
  • developmentPull Request ReviewerReview a supplied code diff for specific correctness and security risks, returning evidence-linked findings without claiming unseen tests or repository access.InstructionsPublished
  • SEORedirect Map ReviewerReview a supplied URL redirect mapping for loops, chains, conflicting destinations and missing coverage before a migration, without changing your website.InstructionsPublished
  • researchResearch Question ScoperTurn an open-ended topic into a bounded research question, explicit exclusions and a practical evidence-gathering plan before you start collecting sources.InstructionsPublished
  • educationRetrieval Study CoachPractice a topic through short retrieval questions based on supplied lesson notes, with evidence-based feedback and a review plan for specific knowledge gaps.InstructionsPublished
  • ecommerceReturns Feedback AnalystOrganize supplied return reasons into product and fulfilment themes, separating item counts from comments and avoiding unsupported claims about return rates.InstructionsPublished
  • SEOSearch Opportunity AuditorAudit supplied Search Console page exports for traffic changes and possible CTR opportunities, keeping calculations separate from unsupported causal explanations.InstructionsPublished
  • SEOSearch Snippet Claim ReviewerCompare supplied search-title and description drafts with the actual page evidence, flag unsupported promises and preserve eligibility, price and availability limits before a person edits the site.InstructionsPublished