Release and Code Agent

Demand case

Issue-to-PR is the daily loop. Review and test cycles slow teams.

Small dev teams

Capability wiring

Shell and files first, code interpreter for tests, http for repository endpoints, search for docs.

Custom tools (5)

• File planner
• Sandbox runner
• Test generator
• Reviewer agent
• Scanner

The exclusive tool bundle ships with the agent. Custom tools are never listed in the marketplace.

Working skills (1)

• Test with change

  Every change ships with its test. Scan before push. The change only exists on its own branch until approved.

Guided jobs (5)

• Release note scan (live)
• Convention drift check (live)
• Test gap review (your_data)
• PR summary pack (your_data)
• Security scan brief (your_data)

Knowledge pack sources (2)

• Effective harnesses for long-running agents — Anthropic
• Workbench setup — AgentsDB

Declared risks

• Untested change to the production branch.
• Repository credentials in logs.
• Scan gaps in indirect dependencies.