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.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Define research objectives, metrics, and editable scope
- Record hypotheses and unsuccessful research directions
- Run a selected experiment and capture evidence
loopx-project/loopx☆ 6.4천2026년 10월 19일 업데이트
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.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Planning and managing benchmark runs
- Comparing baselines and treatments under matched conditions
- Diagnosing outcomes and efficiency from agent action histories
loopx-project/loopx☆ 6.4천2026년 10월 19일 업데이트
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.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Reviewing final changes before delivery or merge
- Checking reuse and opportunities to simplify code
- Recording validation results and concrete quality risks
loopx-project/loopx☆ 6.4천2026년 10월 19일 업데이트
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.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Summarizing progress across active projects
- Identifying decisions that need the owner's input
- Handing work to a suitable agent
loopx-project/loopx☆ 6.4천2026년 10월 19일 업데이트
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.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Inventory stored materials before migration
- Rank reading candidates using verified sources
- Archive materials while preserving references
loopx-project/loopx☆ 6.4천2026년 10월 19일 업데이트
Investigate observed slowdowns or increased CPU, memory allocation, and IO costs in a process you control. Use controlled timing and runtime-specific profiling tools to test a cause, then check performance and behavior after a fix.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Investigate a command that has become slower
- Locate CPU or memory allocation hotspots
- Separate transport waits from backend processing costs
loopx-project/loopx☆ 6.4천2026년 10월 19일 업데이트