Guide role-specific work in LoopX auto-research, from defining research conditions and proposing hypotheses to experiments, evaluation, and adoption or retirement decisions. Keep evidence, failed attempts, task handoffs, and stopping conditions tied to each worker’s assigned role.
- Define research objectives, metrics, and editable scope
- Record hypotheses and unsuccessful research directions
- Run a selected experiment and capture evidence
loopx-project/loopx☆ 6.4KUpdated Oct 19, 2026
Guides LoopX benchmark experiments through benchmark-toolkit, covering run management, comparisons under matched conditions, and analysis of agent action histories. It helps explain outcomes and efficiency while tracking source versions, score validity, and evidence boundaries.
- Planning and managing benchmark runs
- Comparing baselines and treatments under matched conditions
- Diagnosing outcomes and efficiency from agent action histories
loopx-project/loopx☆ 6.4KUpdated Oct 19, 2026
Review the exact final set of changes for a LoopX goal, checking reuse, simplification, concrete risks, and project validations. Record and verify a quality receipt, a review record tied to those specific changes.
- Reviewing final changes before delivery or merge
- Checking reuse and opportunities to simplify code
- Recording validation results and concrete quality risks
loopx-project/loopx☆ 6.4KUpdated Oct 19, 2026
Register lasting project documents in a connected LoopX project's document registry, using metadata that conceals private details. This helps future agents locate relevant designs, research notes, procedures, and other project materials.
- Registering design documents and wiki references
- Keeping research notes and papers discoverable
- Recording procedures and migration reports
loopx-project/loopx☆ 6.4KUpdated Oct 19, 2026
Reviews authorized LoopX goals, tasks, and deliveries to explain project progress and identify decisions the owner needs to make. It also guides handoffs to suitable agents while preserving the original objective, constraints, and evidence.
- Summarizing progress across active projects
- Identifying decisions that need the owner's input
- Handing work to a suitable agent
loopx-project/loopx☆ 6.4KUpdated Oct 19, 2026
Manage a project's stored materials through inventory, migration, archiving, and ranking based on verified source reads. Changes follow owner approval, preserve material references, and include validation records and rollback procedures.
- Inventory stored materials before migration
- Rank reading candidates using verified sources
- Archive materials while preserving references
loopx-project/loopx☆ 6.4KUpdated Oct 19, 2026