{"query":"Request an Expert Contribution","corpusVersion":"local","generatedAt":"2026-09-13T04:40:12.734Z","results":[{"blockId":"expert-contributions.request#request-an-expert-contribution","pageId":"expert-contributions.request","title":"Request an Expert Contribution","pageTitle":"Request an Expert Contribution","url":"https://teammately.ai/docs/expert-contributions/request-contribution.md","humanUrl":"https://teammately.ai/docs/expert-contributions/request-contribution#request-an-expert-contribution","markdownUrl":"https://teammately.ai/docs/expert-contributions/request-contribution.md","sectionId":"request-an-expert-contribution","kind":"task","productArea":"expert_contributions","score":3582.7097017182878,"reasons":["search_match","title_match","display_title_match","term_match","prefix_or_fuzzy_match"],"markdown":"# Request an Expert Contribution\n\nRequest a Contribution when a benchmark needs a bounded piece of specialist judgment. The request should make the expert's decision clear, prepare the relevant evidence, and choose only the task components needed to obtain an attributable answer."},{"blockId":"expert-contributions.complete#complete-an-expert-contribution","pageId":"expert-contributions.complete","title":"Complete an Expert Contribution","pageTitle":"Complete an Expert Contribution","url":"https://teammately.ai/docs/expert-contributions/complete-contribution.md","humanUrl":"https://teammately.ai/docs/expert-contributions/complete-contribution#complete-an-expert-contribution","markdownUrl":"https://teammately.ai/docs/expert-contributions/complete-contribution.md","sectionId":"complete-an-expert-contribution","kind":"task","productArea":"expert_contributions","score":2300.9790061643116,"reasons":["search_match","term_match","prefix_or_fuzzy_match"],"markdown":"# Complete an Expert Contribution\n\nComplete a Contribution by following its prepared task sequence and making the requested specialist judgments from the evidence shown. The expert experience can adapt between structured forms, agent chat, interviews, case review, and checkpoints."},{"blockId":"expert-contributions.overview#contribution-evidence","pageId":"expert-contributions.overview","title":"Contribution evidence","pageTitle":"Expert Contributions","url":"https://teammately.ai/docs/expert-contributions.md","humanUrl":"https://teammately.ai/docs/expert-contributions#contribution-evidence","markdownUrl":"https://teammately.ai/docs/expert-contributions.md","sectionId":"contribution-evidence","kind":"concept","productArea":"expert_contributions","score":1197.0125668851904,"reasons":["search_match","term_match","prefix_or_fuzzy_match"],"markdown":"## Contribution evidence\n\nLogs & Status exposes operational and engagement records. Contributed Artifacts organizes materialized or contributed cases, policies, rubrics, and new coverage observations. Correctness Governance, Assets, or Coverage Management owns the resulting project or benchmark artifact after materialization.\n\nThis model improves return on expert effort. Agents prepare focused work from project context, indexed material, benchmark cases, and unresolved questions. The expert supplies the authority; the result can be reused across standards, coverage, evaluation, and improvement.\n\n{% example-demo title=\"Resolve source authority\" %}\nA benchmark contains cases where an operational runbook conflicts with a newer policy page. The operator requests a Contribution from the policy owner, selects the conflicting cases, attaches both sources, and uses case review plus a checkpoint. The expert establishes which source controls, contributes a scoped policy and rubric, and records one coverage observation for an unrepresented exception.\n{% /example-demo %}"},{"blockId":"expert-contributions.request#steps","pageId":"expert-contributions.request","title":"Steps","pageTitle":"Request an Expert Contribution","url":"https://teammately.ai/docs/expert-contributions/request-contribution.md","humanUrl":"https://teammately.ai/docs/expert-contributions/request-contribution#steps","markdownUrl":"https://teammately.ai/docs/expert-contributions/request-contribution.md","sectionId":"steps","kind":"task","productArea":"expert_contributions","score":1193.2425769567144,"reasons":["search_match","page_title_match","term_match","prefix_or_fuzzy_match"],"markdown":"## Steps\n\n1. Open the benchmark and select **Expert Contributions → Contributions**.\n2. Choose **Request Contribution**.\n3. Complete **Objectives & Missions**. State the decision or knowledge the benchmark needs and select the application domain: Coverage Model, Benchmark Setup, or Evaluation Validation.\n4. Complete **Choose Experts** and confirm that each selected expert has the right authority for the mission.\n5. Complete **Contribution Components**. Available components are Curation, Comparative, Trajectory, Form, Chat, and Interview. Choose conservative, balanced, or exploratory agent behavior; Comparative accepts two to five candidates and can allow improvement.\n6. Designate the relevant Cases. Select exact Case IDs and decide whether the contribution may add Cases beyond that set.\n7. Add attachments and scoped statements only when they help resolve the mission. Supported attachment scopes include completed Contributions, Policies, Rubrics, Dimensions, ontology values, Project Topics or Groups, Construction Patterns, and Case candidates.\n8. Review the captured attachment snapshot version and hash, generated activities, and checkpoints. Confirm that controlling evidence is frozen and consequential meaning will be reconciled.\n9. Send the request and follow its state through Overview, Contributions, or Logs & Status."},{"blockId":"playbooks.enterprise-assistant-review#request-and-complete-the-work","pageId":"playbooks.enterprise-assistant-review","title":"Request and complete the work","pageTitle":"Running Expert Contributions for an Enterprise Assistant","url":"https://teammately.ai/docs/playbooks/running-expert-contributions-enterprise-assistant.md","humanUrl":"https://teammately.ai/docs/playbooks/running-expert-contributions-enterprise-assistant#request-and-complete-the-work","markdownUrl":"https://teammately.ai/docs/playbooks/running-expert-contributions-enterprise-assistant.md","sectionId":"request-and-complete-the-work","kind":"recipe","productArea":"playbooks","score":1176.2493212652405,"reasons":["search_match","term_match","prefix_or_fuzzy_match"],"markdown":"## Request and complete the work\n\n1. Name the decision the expert owns and select the smallest set of Cases that exposes it.\n2. Prepare the Project Agent Brief, source material, Case context, questions, and allowed response form before sending the request.\n3. In the Benchmark's **Expert Contributions** workspace, choose the recipient, Tasks, materials, and any Checkpoints required to confirm progress or handoff.\n4. Pilot the Contribution with one specialist and verify that the recipient can enter the executable Task and has enough context to answer.\n5. Preserve expert responses, rationale, unresolved questions, and Checkpoint state as Contribution provenance.\n6. Inspect **Contributed Artifacts** and reconcile candidate Policies, Rubrics, Cases, or coverage observations into their owning project surfaces.\n7. Apply the owning approval and version controls. Contribution completion does not automatically approve a Policy, Rubric, reference response, or Dataset membership change."},{"blockId":"expert-contributions.request#common-failure-modes","pageId":"expert-contributions.request","title":"Common failure modes","pageTitle":"Request an Expert Contribution","url":"https://teammately.ai/docs/expert-contributions/request-contribution.md","humanUrl":"https://teammately.ai/docs/expert-contributions/request-contribution#common-failure-modes","markdownUrl":"https://teammately.ai/docs/expert-contributions/request-contribution.md","sectionId":"common-failure-modes","kind":"task","productArea":"expert_contributions","score":1173.2672525890277,"reasons":["search_match","page_title_match","term_match","prefix_or_fuzzy_match"],"markdown":"## Common failure modes\n\n- Asking for general review without a materializable objective.\n- Selecting many cases that do not illuminate the same decision.\n- Leaving one-time behavior directions outside the Contribution objective, components, or scoped statements.\n- Omitting the source or case material needed to explain a judgment.\n- Assuming that task completion automatically approves contributed policies or rubrics.\n\n{% example-demo title=\"Example: focused coverage contribution\" %}\nThe objective asks an expert to decide whether source-freshness and customer-impact should form a distinct coverage slice. The operator selects six cases spanning those facets, attaches the controlling policy, and chooses case review plus a final checkpoint. The request can yield a coverage observation and a scoped rubric without asking the expert to redesign the entire benchmark.\n{% /example-demo %}"},{"blockId":"playbooks.enterprise-assistant-review#contribution-boundary","pageId":"playbooks.enterprise-assistant-review","title":"Contribution boundary","pageTitle":"Running Expert Contributions for an Enterprise Assistant","url":"https://teammately.ai/docs/playbooks/running-expert-contributions-enterprise-assistant.md","humanUrl":"https://teammately.ai/docs/playbooks/running-expert-contributions-enterprise-assistant#contribution-boundary","markdownUrl":"https://teammately.ai/docs/playbooks/running-expert-contributions-enterprise-assistant.md","sectionId":"contribution-boundary","kind":"recipe","productArea":"playbooks","score":1169.7001281171426,"reasons":["search_match","term_match","prefix_or_fuzzy_match"],"markdown":"## Contribution boundary\n\nUse this when a named specialist must resolve a bounded correctness question that prepared Cases and source context cannot answer automatically. Do not use a Contribution as a general request to “review the assistant.”"},{"blockId":"expert-contributions.request#related-troubleshooting-pages","pageId":"expert-contributions.request","title":"Related troubleshooting pages","pageTitle":"Request an Expert Contribution","url":"https://teammately.ai/docs/expert-contributions/request-contribution.md","humanUrl":"https://teammately.ai/docs/expert-contributions/request-contribution#related-troubleshooting-pages","markdownUrl":"https://teammately.ai/docs/expert-contributions/request-contribution.md","sectionId":"related-troubleshooting-pages","kind":"task","productArea":"expert_contributions","score":1168.476910586815,"reasons":["search_match","page_title_match","term_match","prefix_or_fuzzy_match"],"markdown":"## Related troubleshooting pages\n\n{% related-card-grid title=\"Related troubleshooting pages\" %}\n- [Expert Contribution problems](/docs/troubleshooting/expert-contributions)\n- [Permissions](/docs/troubleshooting/permissions)\n- [Low expert agreement](/docs/troubleshooting/low-expert-agreement)\n{% /related-card-grid %}"}]}