{"query":"Project Topics","corpusVersion":"local","generatedAt":"2026-09-13T04:34:37.940Z","results":[{"blockId":"coverage.project-topics#project-topics","pageId":"coverage.project-topics","title":"Project Topics","pageTitle":"Project Topics","url":"https://teammately.ai/docs/coverage-engineering/project-topics.md","humanUrl":"https://teammately.ai/docs/coverage-engineering/project-topics#project-topics","markdownUrl":"https://teammately.ai/docs/coverage-engineering/project-topics.md","sectionId":"project-topics","kind":"reference","productArea":"coverage_engineering","score":1086.0730659250999,"reasons":["search_match","title_match","display_title_match","term_match"],"markdown":"# Project Topics"},{"blockId":"coverage.project-topics#topics","pageId":"coverage.project-topics","title":"Topics","pageTitle":"Project Topics","url":"https://teammately.ai/docs/coverage-engineering/project-topics.md","humanUrl":"https://teammately.ai/docs/coverage-engineering/project-topics#topics","markdownUrl":"https://teammately.ai/docs/coverage-engineering/project-topics.md","sectionId":"topics","kind":"reference","productArea":"coverage_engineering","score":816.3068734099973,"reasons":["search_match","page_title_match","term_match","prefix_or_fuzzy_match"],"markdown":"### Topics\n\nEach Topic has a name, description, active state, author type, case usage, benchmark usage, and source mentions where available. Source mentions retain evidence such as the originating Reference Material, Project Agent Brief, manual entry, or expert suggestion.\n\nThe Topic detail shows its definition and source grounding, linked and example cases, coverage confidence, nearby-topic signals, coverage by Dimensions and ontology values, and editable membership in Topic Groups.\n\nAn AI-created or source-extracted Topic remains an editable project artifact. Review its definition and grounding before using it to steer a benchmark."},{"blockId":"coverage.project-topics#definition","pageId":"coverage.project-topics","title":"Definition","pageTitle":"Project Topics","url":"https://teammately.ai/docs/coverage-engineering/project-topics.md","humanUrl":"https://teammately.ai/docs/coverage-engineering/project-topics#definition","markdownUrl":"https://teammately.ai/docs/coverage-engineering/project-topics.md","sectionId":"definition","kind":"reference","productArea":"coverage_engineering","score":358.10525847954807,"reasons":["search_match","page_title_match","term_match","prefix_or_fuzzy_match"],"markdown":"## Definition\n\nProject Topics are reusable subject areas derived from project knowledge, entered by an administrator, or contributed by an expert. They organize cases by what they are about. Unlike a Dimension, a Project Topic is not one value on a fixed behavior axis: a case can belong to several Topics.\n\nThe Project Topics workspace contains **Topics**, **Groups**, and **Atlas**."},{"blockId":"object-model.overview#project-foundations","pageId":"object-model.overview","title":"Project foundations","pageTitle":"Object model","url":"https://teammately.ai/docs/object-model.md","humanUrl":"https://teammately.ai/docs/object-model#project-foundations","markdownUrl":"https://teammately.ai/docs/object-model.md","sectionId":"project-foundations","kind":"reference","productArea":"reference","score":356.14421585026463,"reasons":["search_match","term_match"],"markdown":"### Project foundations\n\n- **Project Agent Brief:** Published project understanding used to orient agents.\n- **Reference block:** Indexed knowledge with source and generation identity.\n- **Policy and Rubric:** Governed meaning and executable judgment criteria, with applicability and provenance.\n- **Coverage Facet:** Reusable Dimensions, Project Topics, and Case Construction Patterns that describe important behavior space.\n- **Case:** Canonical `content.input`, optional `content.case_materials`, metadata, and optional executable world reference.\n- **Harness:** An agent configuration with mutable Draft state and immutable saved versions used for evaluation.\n- **Project Input Schema:** The project-level architecture that governs canonical Case input and materials."},{"blockId":"coverage.project-topics#refresh-and-review","pageId":"coverage.project-topics","title":"Refresh and review","pageTitle":"Project Topics","url":"https://teammately.ai/docs/coverage-engineering/project-topics.md","humanUrl":"https://teammately.ai/docs/coverage-engineering/project-topics#refresh-and-review","markdownUrl":"https://teammately.ai/docs/coverage-engineering/project-topics.md","sectionId":"refresh-and-review","kind":"reference","productArea":"coverage_engineering","score":354.44003320980113,"reasons":["search_match","page_title_match","term_match","prefix_or_fuzzy_match"],"markdown":"### Refresh and review\n\nProject Topics can be refreshed from current project context and indexed sources. Refreshing can create or update Topics, source mentions, evidence, and relationship analysis. Review the resulting changes and recommendation runs before incorporating them into Groups or benchmark setup.\n\n{% example-demo title=\"Example: group without flattening\" %}\nThe project has Topics for Contract renewal, Price adjustment, and Termination notice. An administrator groups them as Agreement lifecycle. One benchmark chooses Cover every topic because each action has distinct risk. Another chooses Use as guidance because it only needs broad agreement-related examples. The individual Topics remain traceable in both benchmarks.\n{% /example-demo %}"},{"blockId":"coverage.project-topics#atlas","pageId":"coverage.project-topics","title":"Atlas","pageTitle":"Project Topics","url":"https://teammately.ai/docs/coverage-engineering/project-topics.md","humanUrl":"https://teammately.ai/docs/coverage-engineering/project-topics#atlas","markdownUrl":"https://teammately.ai/docs/coverage-engineering/project-topics.md","sectionId":"atlas","kind":"reference","productArea":"coverage_engineering","score":349.32339677885346,"reasons":["search_match","page_title_match","term_match","prefix_or_fuzzy_match"],"markdown":"### Atlas\n\nAtlas visualizes Topics, relationships, and Groups. Use it to inspect neighborhoods, redundancy, missing nearby Topics, and possible groupings. Relationships are analytical evidence, not a taxonomy merge. A close position or strong relation score does not mean two Topics are interchangeable.\n\nThe Topic coverage view can distinguish direct case grounding from breadth, Dimension spread, and binding confidence. When a Topic looks thin, inspect the linked cases before generating more. The problem may be missing cases, weak classification, an overly broad definition, or a duplicate Topic."},{"blockId":"coverage.project-topics#groups","pageId":"coverage.project-topics","title":"Groups","pageTitle":"Project Topics","url":"https://teammately.ai/docs/coverage-engineering/project-topics.md","humanUrl":"https://teammately.ai/docs/coverage-engineering/project-topics#groups","markdownUrl":"https://teammately.ai/docs/coverage-engineering/project-topics.md","sectionId":"groups","kind":"reference","productArea":"coverage_engineering","score":347.538592139219,"reasons":["search_match","page_title_match","term_match","prefix_or_fuzzy_match"],"markdown":"### Groups\n\nA Project Topic Group is an editable bundle of Topics. It does not merge or replace its members. Groups let benchmark setup express intent at a useful scale while retaining Topic-level traceability.\n\nIn **Get Started**, a Group can be handled as:\n\n- **Cover every topic:** the benchmark should represent each member Topic.\n- **Cover the group:** the group should be represented without requiring every member.\n- **Use as guidance:** it can guide story construction without becoming a coverage obligation.\n- **Do not use:** exclude the Group from this benchmark's setup.\n- **Unset:** no explicit instruction.\n\nGroups can start from manual work, AI suggestions, source material, or Atlas exploration. Manual edits remain significant; regenerating a suggestion should not be treated as authority to overwrite the reviewed group."},{"blockId":"reference.glossary#project-foundations","pageId":"reference.glossary","title":"Project foundations","pageTitle":"Glossary","url":"https://teammately.ai/docs/reference/glossary.md","humanUrl":"https://teammately.ai/docs/reference/glossary#project-foundations","markdownUrl":"https://teammately.ai/docs/reference/glossary.md","sectionId":"project-foundations","kind":"reference","productArea":"reference","score":334.0044590850217,"reasons":["search_match","term_match"],"markdown":"### Project foundations\n\n- **Project Agent Brief:** The published project-understanding document in Project Context.\n- **Reference Materials:** The Agent Setup surface for connecting and indexing source-backed project knowledge.\n- **Reference block:** An indexed unit of project knowledge with source and generation identity.\n- **Comparison Direction:** Project Asset that guides meaningful candidate-output differences in comparative expert work; it is not a coverage facet or approved standard.\n- **Review Screen:** Project Asset that configures the context and inputs presented to an expert.\n- **Policy:** A governed statement of required or prohibited behavior, with applicability and provenance.\n- **Rubric:** An executable judgment criterion, commonly binary, that tests applicable behavior against a Policy.\n- **Coverage Facet:** Reusable project structure for representing behavior space, including Dimensions, Project Topics, and Case Construction Patterns.\n- **Case:** A reusable behavior situation with canonical input, optional case materials, metadata, and an optional executable world reference.\n- **Harness:** The agent configuration being built and evaluated. A mutable Draft can be saved as an immutable Harness version.\n- **Project Input Schema:** The project-level architecture governing canonical Case input and material fields.\n- **Benchmark Run Metadata:** Benchmark-level descriptive context requested when an Evaluation Run is created; it is not a project-level template or version identity."}]}