# NousResearch/hermes-agent · Add delegate_completion one-shot completion tool

## Open now

- 1 issue, 1 PR open on GitHub.
- #59070: \[Feature\]: expose auxiliary_client as a one-shot delegate_completion tool (avoid full agent-loop overhead for pure text-transform grunt work)
- PR #78053: feat(tools): add delegate_completion, a name-only one-shot completion tool

All three members concern a \`delegate_completion\` tool that exposes a one-shot text completion, apparently via the auxiliary client, to avoid full agent-loop overhead. Two are feature PRs (one noting corrected response extraction) and one is a feature request; their relationship and status are not stated in the titles.

## TL;DR

- 3 member(s): 1 open issue(s), 0 closed issue(s), 1 open PR(s), 0 merged PR(s), 1 PR(s) closed without merging.
- No fix has been merged to main; one or more PRs were attempted (see below).
- **Recommended:** review the prior/competing PR(s) below. A fix was attempted but not merged; your case may extend or revive that work.

## Maintainer resolution verdict

- Internal-tracker verdict over this cluster's issue members: `unresolved`. This is distinct from the fix status above. Weigh it yourself.

## How this cluster was grouped

- Link evidence (`STRUCTURAL_SPANNING`): every member is connected by structural evidence: shared changed files, or a closing/superseded reference.
- Pairwise link density `0.67`: the share of member pairs that carry a link, counting a structural link in full and a relevance-only link at 0.36. `1.00` means every pair is linked.

## Open related issues

- #59070: \[Feature\]: expose auxiliary_client as a one-shot delegate_completion tool (avoid full agent-loop overhead for pure text-transform grunt work)

## Prior & competing PRs

- **#59557: feat(tools): add delegate_completion one-shot completion tool (correct response extraction)**. closed without merge · fix tier `suggested`
  - maintainer direction: category `implemented_elsewhere`; implication `superseded`; refs `#59214`
- **#78053: feat(tools): add delegate_completion, a name-only one-shot completion tool**. open
  - maintainer direction: category `uncategorized`; implication `needs_llm`; refs `#59214`, `#59557`, `#59070`
  - files: `hermes_cli/config.py`, `tools/delegate_completion_tool.py`, `toolsets.py`

## Fix status

- No merged fix on record.
- Subsystem: `agent`