{"query":"Expert Contributions","corpusVersion":"local","generatedAt":"2026-09-13T04:36:55.336Z","results":[{"blockId":"expert-contributions.overview#expert-contributions","pageId":"expert-contributions.overview","title":"Expert Contributions","pageTitle":"Expert Contributions","url":"https://teammately.ai/docs/expert-contributions.md","humanUrl":"https://teammately.ai/docs/expert-contributions#expert-contributions","markdownUrl":"https://teammately.ai/docs/expert-contributions.md","sectionId":"expert-contributions","kind":"concept","productArea":"expert_contributions","score":1087.4343401450253,"reasons":["search_match","title_match","display_title_match","term_match"],"markdown":"# Expert Contributions\n\nExpert Contributions is the benchmark-scoped workspace for requesting, conducting, and materializing specialist work. It coordinates the expert, objective, selected evidence, task sequence, checkpoints, attributable responses, and contributed artifacts needed to move a benchmark forward."},{"blockId":"playbooks.enterprise-assistant-review#running-expert-contributions-for-an-enterprise-assistant","pageId":"playbooks.enterprise-assistant-review","title":"Running Expert Contributions for an Enterprise Assistant","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#running-expert-contributions-for-an-enterprise-assistant","markdownUrl":"https://teammately.ai/docs/playbooks/running-expert-contributions-enterprise-assistant.md","sectionId":"running-expert-contributions-for-an-enterprise-assistant","kind":"recipe","productArea":"playbooks","score":804.1698031446538,"reasons":["search_match","title_match","display_title_match","term_match","prefix_or_fuzzy_match"],"markdown":"# Running Expert Contributions for an Enterprise Assistant\n\nUse this playbook when an enterprise assistant needs domain experts to judge outputs before the team turns that judgment into standards and benchmarks."},{"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":570.4417763510213,"reasons":["search_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":"troubleshooting.expert-contributions#expert-contribution-problems","pageId":"troubleshooting.expert-contributions","title":"Expert Contribution problems","pageTitle":"Expert Contribution problems","url":"https://teammately.ai/docs/troubleshooting/expert-contributions.md","humanUrl":"https://teammately.ai/docs/troubleshooting/expert-contributions#expert-contribution-problems","markdownUrl":"https://teammately.ai/docs/troubleshooting/expert-contributions.md","sectionId":"expert-contribution-problems","kind":"error","productArea":"troubleshooting","score":546.2541952066064,"reasons":["search_match","term_match","prefix_or_fuzzy_match"],"markdown":"# Expert Contribution problems"},{"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":544.8972074013477,"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":"integrations.reviewer-workspace#expert-ui","pageId":"integrations.reviewer-workspace","title":"Expert UI","pageTitle":"Expert UI","url":"https://teammately.ai/docs/integrations/reviewer-workspace.md","humanUrl":"https://teammately.ai/docs/integrations/reviewer-workspace#expert-ui","markdownUrl":"https://teammately.ai/docs/integrations/reviewer-workspace.md","sectionId":"expert-ui","kind":"concept","productArea":"expert_contributions","score":482.2583173756096,"reasons":["search_match","term_match","prefix_or_fuzzy_match"],"markdown":"# Expert UI"},{"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":438.8487927797376,"reasons":["search_match","page_title_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.overview#related-workflows","pageId":"expert-contributions.overview","title":"Related workflows","pageTitle":"Expert Contributions","url":"https://teammately.ai/docs/expert-contributions.md","humanUrl":"https://teammately.ai/docs/expert-contributions#related-workflows","markdownUrl":"https://teammately.ai/docs/expert-contributions.md","sectionId":"related-workflows","kind":"concept","productArea":"expert_contributions","score":349.69742980223225,"reasons":["search_match","page_title_match","term_match","prefix_or_fuzzy_match"],"markdown":"## Related workflows\n\n{% related-card-grid title=\"Related workflows\" %}\n- [Request an Expert Contribution](/docs/expert-contributions/request-contribution)\n- [Complete an Expert Contribution](/docs/expert-contributions/complete-contribution)\n- [Build policies and rubrics](/docs/operating-manual/build-policies-and-rubrics)\n{% /related-card-grid %}"}]}