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Guides migration of historical SWE-Marathon agent configurations to the shared Codex runtime. It preserves native tasks, verification rules, and scoring while outlining environment checks and restrictions on retired execution methods.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Migrating historical SWE-Marathon agent configurations
• Preserving task and scoring rules during migration
• Checking the native environment before a full run

Review pull requests at a specific commit using existing discussions, review plans, and executed checks. Produce a detailed Chinese review and a concise English verdict, then publish and read back the result to confirm its contents.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Review a named pull request at a specific commit
• Review a queue filtered by state or time period
• Audit changes against maintainer guidance

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.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Registering design documents and wiki references
• Keeping research notes and papers discoverable
• Recording procedures and migration reports

Investigate unexpected LoopX behavior, such as stalled progress or conflicting next steps. Identify whether agent decisions, state reporting, or workflow rules caused the problem, then repair, validate, and record the correction.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Investigating tasks that make unexpectedly little progress
• Resolving stale or contradictory next-step recommendations
• Correcting task priorities and missing follow-up work

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

Track multiple pull requests or merge requests across repositories with LoopX. Reconcile meaningful status changes, preserve requirement priorities and dependencies, and maintain a roadmap with one shared monitor for the whole delivery program.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Inventory PRs and MRs across repositories
• Order pending work by requirements and dependencies
• Update completed and pending work in a roadmap

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

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

Compare five Codex execution setups on Terminal-Bench 4.0 under matching conditions. The skill covers benchmark configuration, separate verification environments, image preparation, and result interpretation to help identify misleading scores caused by setup errors.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Compare five Codex execution setups
• Check benchmark network and verification settings
• Prepare task and verifier container images

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

Decide whether a LoopX pull request is ready for approval or merge by checking review evidence for the current commit, required validation, and owner authorization. Record the decision and its supporting checks on the pull request.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Check whether a pull request is ready to merge
• Verify authority for merging your own pull request
• Record validation results and reasons for holding a merge

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

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

Guides LoopX project setup and repair, including goal configuration, shared registry synchronization, stale dashboard status, and command-line routing issues. It distinguishes project lifecycle maintenance from ordinary task execution and directs each operation to its relevant procedure.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Connecting a project and configuring its goal
• Repairing stale dashboard status
• Diagnosing registry and history routing mismatches