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Working with Lemon

Find Lemon assistance, expert elicitation, case synthesis, interactive Harness development, and benchmark-driven Harness improvement within Teammately.

Working with Lemon

Lemon is Teammately’s shared AI agent identity. The platform keeps your project context, expert contributions, governed standards, coverage, and reusable assets. Lemon works within those contexts and returns suggestions, proposed changes, or generated material for your team to inspect.

Definition

General Lemon assistance helps develop coverage dimensions, Topics, Scenarios, and project wording. Lemon Elicit prepares expert work, supports interviews and adaptive reviews, learns from contributions, and proposes standards. Lemon Weave synthesizes Cases, supporting materials, and training material. Worlds and Personas remain Early reviewers only Assets placeholders; this identity does not expand their authoring or execution contracts. Lemon Code supports interactive Harness development through a conversation connected to the current Harness draft. Lemon Goal explores and evaluates Harness improvements against a benchmark within an Improvement Session.

The same Lemon identity appears across these activities. Task titles and project or benchmark context tell you which work you are viewing. The Work panel collects supported activities and provides a separate view of human expert contributions.

Decision checkpoint

Your taskWhere to workWhat to inspect
Develop coverage structureCoverage Facets and coverage planningLemon’s proposed dimensions, Topics, or Scenarios
Understand expert judgmentExpert ContributionsLemon Elicit’s preparation, expert responses, and proposed interpretations
Fill a gap with newly constructed casesCoverage Design → CanvasLemon Weave’s Cases and supporting material
Reuse an existing caseCase Foundry or Assets → CasesExisting case identity and suitability for the benchmark
Improve a Harness against a benchmarkHarness improvement → Lemon GoalLemon Goal’s candidates, evaluation results, and Session state
Develop a harnessAssets → HarnessesLemon Code’s attached context, file changes, and draft version

Case Foundry supports reuse as well as synthesis. Opening it does not mean every case was generated by Lemon Weave. Reference Materials inform the work; approved policies and rubrics retain their separate authority.

Review the result in its owning workflow

Inspect a proposed dimension before adopting it. Review a harness change before applying it to the draft. Check generated cases against the intended coverage. Expert contributions retain the person’s identity, and Lemon’s interpretation remains distinguishable from accepted standards.

Lemon’s identity does not replace a model being evaluated, a speaker in an imported trajectory, a rubric evaluator, or an imported-log classifier. Evaluation results remain attributable to their criteria and configuration. Generated training material is separate from training execution and deployment.

Worked example

From a coverage question to a harness edit

Ask Lemon to propose dimensions for conflicting-document questions. Review the proposal, then use Case Foundry to find suitable existing cases or generate missing cases with Lemon Weave. An expert contribution lets Lemon Elicit clarify the controlling distinction. In the harness editor, ask Lemon Code to propose a change and inspect its file diff before applying it to the draft.

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