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Claude Partner NetworkOfficial Anthropic partnerPeople & HR · Performance & DevelopmentPerformance Review & Development Plan Agent
Gathers the year's goals, deliverables and feedback, drafts the review with evidence and proposes a development plan using internal learning paths. The manager edits, calibrates and signs the final version.
In short
What the Performance Review & Development Plan Agent is.
The Performance Review & Development Plan Agent is a Luby AI agent for People & HR, built for companies in any industry. Gathers the year's goals, deliverables and feedback, drafts the review with evidence and proposes a development plan using internal learning paths. The manager edits, calibrates and signs the final version. It runs at autonomy level 2 (copilot): prepares the complete action and a person confirms every run.
How it works
From request to result, step by step.
An illustration of how the agent works. In a project, each step is designed around your process and your systems.
Inputs
Employee goals and OKRs
Feedback and delivery records
Competency matrix and learning paths
Performance Review & Development Plan Agent
- 1Collects goals, deliverables and feedback for the period
- 2Organizes evidence by competency
- 3Drafts the review and development plan
- 4Hands it to the manager to edit and calibrate
Guardrails · decision log · approval limits
Human in the loop
Human approvalconfirms every run
Outcomes
Draft review with evidence
Suggested development plan per employee
Inputs for the calibration committee
Business outcomes
What changes in your operation.
Outcome
Reviews based on the whole year, not the last month
Outcome
Review cycle completed on time
Outcome
Development plans tied to existing learning paths
Governance
autonomy levels →Level 2 · Copilot. Prepares the complete action and a person confirms every run.
Every decision is logged with evidence, there are approval limits and the agent can be paused at any time. See also the technical foundation behind the agents.
Related
Agents that work together.
Public Workforce & Staffing Agent
Compares headcount, assignments and demand by unit to flag staffing gaps, and tracks step increases and probation deadlines.
Learn more →Faculty Scheduling & Teaching Load Agent
Builds the course schedule by matching required credentials, availability and contracted load, avoiding conflicts and paid idle hours.
Learn more →FAQ
Questions about the Performance Review & Development Plan Agent.
What does the Performance Review & Development Plan Agent do?
Gathers the year's goals, deliverables and feedback, drafts the review with evidence and proposes a development plan using internal learning paths. The manager edits, calibrates and signs the final version. Steps: collects goals, deliverables and feedback for the period; organizes evidence by competency; drafts the review and development plan; hands it to the manager to edit and calibrate.
Does the Performance Review & Development Plan Agent replace people?
It isn't designed to. It runs at autonomy level 2 (copilot): Prepares the complete action and a person confirms every run. High-impact decisions stay with your team, with approval limits, an audit trail and an immediate kill switch.
What results does the Performance Review & Development Plan Agent deliver?
Reviews based on the whole year, not the last month; Review cycle completed on time; Development plans tied to existing learning paths.
Which industries does the Performance Review & Development Plan Agent apply to?
Companies in any industry, in People & HR.
Talk to an AI architect
Could the Performance Review & Development Plan Agent work in your company?
Tell us where it would run. An AI architect checks the fit with your process and systems and sends you the top opportunities.
- 1A senior architect, not an SDR30 minutes with someone who has shipped agents to production.
- 2Your top 3 agent opportunitiesRanked by payback, with the systems and approvals each one needs.
- 3No commitmentYou keep the shortlist whether or not you work with Luby.
Thanks! A Luby AI architect will email you to set up the session, usually within one business day.
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