---
name: rlxp-update-report
description: "Update a task/study RLXP report from structured evidence, including incumbent, experiment table, metrics, guardrails, decisions, budget usage, open risks, next action, and stop reason without inventing metrics."
---

# RLXP Update Report

## Purpose

Keep the study report auditable and human-readable.

## When To Use

Use after a baseline, candidate, audit, decision, status request, or stop point.

## Required Inputs

Contract, ledger/state, candidates, queue state, monitor summaries, run
summaries, reward reflections, analyses, and audits.

## Procedure

Update objective, incumbent, experiment table, metric table, guardrails,
candidate lifecycle, decisions, budget, risks, queue/monitor status, audit
status, next action, and stop reason from structured evidence.

## Outputs

Updated `report.md`, status summary, next-skill recommendation.

## Hard Boundaries

Do not invent metrics; values must come from run summaries, logs, or approved
metric files.

## Typical Next Skill

`rlxp-propose-candidates` or `rlxp-autoloop`