Public artifact · Coding orchestration
Refactor a large codebase through coordinated subagents
Source-backed example. Practical decision guidance is proposed and untested; this is not a full implementation guide.
The problem
A large structural refactor spans too many files for one isolated editing pass to coordinate safely.
Agent job
Delegate refactoring across isolated work areas, reconcile changes and gather pull-request test evidence.
Expected output
A coordinated refactor pull request with check results.
Where this framing comes from
- Core problem: Editorial purpose framing
- Agent job: Editorial purpose framing
- Expected output: Editorial purpose framing
- Relevant job roles: Editorial purpose framing
- Benefit type: Editorial purpose framing
Editorial framing and outcome limits
Describes the task’s purpose and intended output; measured benefit, safe unsupervised operation and successful delivery are not established by this framing.
Editorial synthesis based on the linked source. This framing does not add evidence of successful delivery or results.
Case-specific decision guidance · untested
Case-specific decision guidance and first checks are original proposals. The linked source supports the attributed task; this added guidance has not been executed.
Read the attributed source evidence and original caveats below ↓
Why use this
A broad structural refactor can divide neatly by directory while still sharing interfaces, generated files and tests across boundaries. Parallel work may make each local change look reasonable even when the combined result contains conflicting assumptions.
A coordination packet could define ownership, shared contracts and integration checkpoints before edits begin. Maintainers could see where work can proceed independently and which changes require joint review, without treating parallel completion as evidence that behavior was preserved.
Why an agent / simpler alternative
- Useful judgment
Partition responsibilities and identify shared dependencies that make apparently separate edits interact.
- Simpler alternative
Use a sequential refactor when the change is tightly coupled or small enough for one maintainer to review coherently.
- Unsuitable when
The repository lacks a behavior baseline or no one owns integration and regression review.
Proposed inputs
- Name
Refactor scope map
- Owner
Maintainer
- Minimum scope
Affected areas, desired structure and preserved interfaces
- Quality check
Identify shared files and generated artifacts.
- Name
Integration constraints
- Owner
Engineering lead
- Minimum scope
Ownership rules, baseline checks and merge-review requirements
- Quality check
Distinguish local completion from combined acceptance.
Access and setup — proposed or unknown
- Proposed minimum
Fictional dependency maps and an offline work-partition proposal.
- Compatibility unknowns
Unknown: current runtime, isolated work-area support, test environment and integration tooling.
- External actions requiring approval
Repository edits, compute allocation, code disclosure, pull-request publication and final merge.
Expected deliverable and review checks
- Proposed artifact
Work partition with shared-contract owners, integration sequence and proposed regression evidence.
- Critical checks
Every shared interface has an explicit coordination owner.
Combined review includes cross-area behavior beyond local checks.
- Missing output evidence
No new workflow run or output inspection was performed for this overlay; use the canonical source-outcome references.
Failure signals and proposed responses
- Signal
Two work packages both rename a shared public type.
- Why it matters
Local changes may conflict or silently diverge.
- Proposed response
Assign one owner and require dependent packages to consume the reviewed contract.
- Signal
Each package passes its proposed local checklist but no integration check exists.
- Why it matters
Cross-boundary regressions can remain invisible.
- Proposed response
Add a maintainer-reviewed integration evidence requirement before considering merge readiness.
Effort and cost — unknown
- Setup work
Map dependencies and assign integration ownership.
- Ongoing review
Reconcile shared changes and inspect later regression evidence.
- Unknowns
Unknown: parallel compute costs, conflict volume and review complexity.
First check — proposed, unexecuted
- Status
proposed_unexecuted
- Synthetic fixture
A fictional refactor plan assigns the same interface to two workers and lists only local checks.
- Acceptance checks
Expose overlapping ownership.
Require combined evidence without claiming any tests have passed.
- Stop conditions
Worktree creation, code edits, test execution or merge actions are needed.
Limits
This planning review is not a reproduction of the referenced artifact or evidence of refactor correctness.
Editorial candidate. This is source-backed reporting or a documented workflow. BotCurrent has not independently tested this task. A proposed Canadian adaptation is not evidence of a Canadian deployment or compliance certification.
Original source
https://github.com/NousResearch/hermes-agent/pull/102117 ↗Attributed to: Teknium / Nous Research
Public artifact- Original action type
- coding_agent_orchestration
- What the source supports
- Hermes delegated structural refactoring across isolated work areas, reconciled changes and produced a merged pull request with test evidence.
- Source outcome limits
- The public artifact supports the described output. It does not by itself establish independent reproduction or end-to-end execution reliability.
- Evidence attribution caveat
- The public artifact supports the described output. It does not by itself establish independent reproduction or end-to-end execution reliability.
- Source approval description
- Maintainer and community review preceded merge; the accompanying write-up reports human intervention.
- Named tools
- Hermes Agent; delegate_task; Git worktrees; Python; GitHub.
- Model or version
- Unknown
- Publication date
- 2026-09-03
- Source last checked
- 2026-10-14
- Demonstrated in Canada
- Unknown
- Canadian availability
- Unknown
- Proposed Canadian adaptation
- Run on an owned test repository without client secrets. Set CAD cost alerts, compatibility tests and maintainers as the final merge authority.
- Recommended approval boundaries
- Approve compute budget, externally exposed code and final merges after regression review.