paperclip/doc
Dotta a3de1d764d
Add cheap model profiles for local adapters (#4881)
## Thinking Path

> - Paperclip is a control plane for autonomous AI companies, where
adapters are the boundary between the board, agents, and execution
runtimes.
> - Local adapters currently expose a primary runtime configuration, but
operators often need a cheaper model lane for routine or low-risk work.
> - That cheap lane has to stay adapter-owned: runtime profile settings
should not mutate the primary adapter config or bypass existing
auth/secret mediation.
> - Issue creation also needs an ergonomic way to request primary,
cheap, or custom model behavior for a selected assignee.
> - This pull request adds a first-class `cheap` model profile contract
across adapter capabilities, heartbeat config resolution, agent
configuration, and issue creation.
> - The benefit is cheaper task execution can be configured and
requested explicitly while preserving adapter boundaries, secret
handling, and audit visibility.

## What Changed

- Added adapter model-profile capability metadata and a `cheap` profile
contract for supported local adapters.
- Applied `runtimeConfig.modelProfiles.cheap.adapterConfig` during
heartbeat config resolution, including requested/applied/fallback run
metadata.
- Added agent configuration UI for cheap model profile settings without
writing those settings into primary `adapterConfig`.
- Added New Issue assignee model lane controls for Primary / Cheap /
Custom and request payload handling.
- Added run ledger profile badges and Storybook stories for the new
cheap-lane UI states.
- Added tests for validators, heartbeat model profile application,
permission/secret mediation, UI payload helpers, and run ledger
rendering.
- Added committed UI verification screenshots under
`docs/pr-screenshots/pap-2837/`.
- Addressed Greptile review feedback around cheap-profile defaults,
shared profile types, and fallback test data.

## Verification

Local:

- `pnpm exec vitest run packages/shared/src/validators/issue.test.ts
server/src/__tests__/adapter-registry.test.ts
server/src/__tests__/agent-permissions-routes.test.ts
server/src/__tests__/heartbeat-model-profile.test.ts
ui/src/components/IssueRunLedger.test.tsx
ui/src/lib/agent-config-patch.test.ts
ui/src/lib/issue-assignee-overrides.test.ts
ui/src/lib/new-agent-runtime-config.test.ts` — passed, 8 files / 103
tests.
- `pnpm exec vitest run ui/src/lib/new-agent-runtime-config.test.ts
ui/src/components/IssueRunLedger.test.tsx` — passed after
Greptile/rebase follow-up, 2 files / 17 tests.
- `pnpm --filter @paperclipai/ui typecheck` — passed after
Greptile/rebase follow-up.
- `pnpm -r typecheck` — passed.
- `pnpm build` — passed.
- `pnpm test:run` — did not complete successfully in this local
worktree: it stopped in pre-existing `@paperclipai/adapter-utils`
sandbox/SSH fixture suites outside this PR diff. Failures were 5s local
timeouts plus `git init -b` unsupported by this machine's Git 2.21.0.
The branch-specific targeted suites above passed.
- Branch was fetched/rebased onto `public-gh/master`; `git rev-list
--left-right --count public-gh/master...HEAD` reports `0 9`.

Remote PR checks on latest head
`e30bf399146451c86cee98ed528d51d33fa5af5a`:

- `policy` — passed.
- `verify` — passed.
- `e2e` — passed.
- `Greptile Review` — passed, confidence score 5/5; Greptile review
threads resolved.
- `security/snyk (cryppadotta)` — passed.

Screenshots:

- [New issue cheap lane
desktop](https://github.com/paperclipai/paperclip/blob/PAP-2837-plan-cheap-model-for-adapters-that-can-support-it/docs/pr-screenshots/pap-2837/newissue-cheap-desktop.png)
- [New issue custom lane
desktop](https://github.com/paperclipai/paperclip/blob/PAP-2837-plan-cheap-model-for-adapters-that-can-support-it/docs/pr-screenshots/pap-2837/newissue-custom-desktop.png)
- [New issue unsupported adapter
desktop](https://github.com/paperclipai/paperclip/blob/PAP-2837-plan-cheap-model-for-adapters-that-can-support-it/docs/pr-screenshots/pap-2837/newissue-unsupported-desktop.png)
- [Run ledger model profile badges
desktop](https://github.com/paperclipai/paperclip/blob/PAP-2837-plan-cheap-model-for-adapters-that-can-support-it/docs/pr-screenshots/pap-2837/runledger-profile-badges-desktop.png)
- Mobile variants are also in `docs/pr-screenshots/pap-2837/`.

## Risks

- Medium: heartbeat config mediation now merges runtime model profiles
into adapter configs, so adapter secret normalization and host-command
restrictions must keep covering nested config paths.
- Medium: the UI adds another issue creation choice; unsupported
adapters must keep hiding the cheap lane and preserve primary behavior.
- Low migration risk: no database migration is included.

> For core feature work, check [`ROADMAP.md`](ROADMAP.md) first and
discuss it in `#dev` before opening the PR. Feature PRs that overlap
with planned core work may need to be redirected — check the roadmap
first. See `CONTRIBUTING.md`.

## Model Used

OpenAI Codex coding agent using GPT-5-class reasoning with repo tool use
and command execution. Exact served model/context window was not exposed
by the runtime.

## Checklist

- [x] I have included a thinking path that traces from project context
to this change
- [x] I have specified the model used (with version and capability
details)
- [x] I have checked ROADMAP.md and confirmed this PR does not duplicate
planned core work
- [ ] I have run tests locally and they pass
- [x] I have added or updated tests where applicable
- [x] If this change affects the UI, I have included before/after
screenshots
- [x] I have updated relevant documentation to reflect my changes
- [x] I have considered and documented any risks above
- [x] I will address all Greptile and reviewer comments before
requesting merge

---------

Co-authored-by: Paperclip <noreply@paperclip.ing>
Co-authored-by: Claude Opus 4.7 <noreply@anthropic.com>
2026-04-30 15:32:04 -05:00
..
assets Present ordered sub-issues as a workflow checklist (#4523) 2026-04-26 07:36:49 -05:00
experimental updating paths 2026-03-10 14:43:34 -05:00
plans [codex] Harden execution reliability and heartbeat tooling (#3679) 2026-04-14 13:34:52 -05:00
plugins [codex] Add plugin orchestration host APIs (#4114) 2026-04-20 08:52:51 -05:00
spec [codex] Add run liveness continuations (#4083) 2026-04-20 06:01:49 -05:00
AGENTCOMPANIES_SPEC_INVENTORY.md Add routine support to recurring task portability 2026-03-23 16:57:38 -05:00
CLI.md Add SSH environment support (#4358) 2026-04-23 19:15:22 -07:00
CLIPHUB.md refactor: rename packages to @paperclipai and CLI binary to paperclipai 2026-03-03 08:45:26 -06:00
DATABASE.md Expand database backups to non-system schemas (#4859) 2026-04-30 12:54:35 -05:00
DEPLOYMENT-MODES.md feat: implement multi-user access and invite flows (#3784) 2026-04-17 09:44:19 -05:00
DEVELOPING.md Expand database backups to non-system schemas (#4859) 2026-04-30 12:54:35 -05:00
DOCKER.md chore(docker): improve base image and organize docker files 2026-04-01 11:36:27 +00:00
execution-semantics.md [codex] Add configurable liveness auto-recovery controls (#4587) 2026-04-27 08:46:44 -05:00
GOAL.md [codex] Refresh docs and agent skills (#4693) 2026-04-28 16:12:03 -05:00
memory-landscape.md chore: improve worktree tooling and security docs 2026-04-10 22:26:30 -05:00
OPENCLAW_ONBOARDING.md Introduce bind presets for deployment setup 2026-04-11 07:09:07 -05:00
PRODUCT.md [codex] Refresh docs and agent skills (#4693) 2026-04-28 16:12:03 -05:00
PUBLISHING.md Harden release flow with registry verification and dist-tag checks (#4800) 2026-04-29 15:56:20 -07:00
README-draft.md docs: add README, draft README, and adapter logo assets 2026-03-02 10:31:59 -06:00
RELEASE-AUTOMATION-SETUP.md Publish @paperclipai/ui from release automation 2026-03-26 11:13:11 -05:00
RELEASING.md Harden release flow with registry verification and dist-tag checks (#4800) 2026-04-29 15:56:20 -07:00
SPEC-implementation.md Add cheap model profiles for local adapters (#4881) 2026-04-30 15:32:04 -05:00
SPEC.md docs: update SPEC work artifacts and deprecate bootstrapPromptTemplate 2026-03-26 07:23:09 -05:00
TASKS-mcp.md Add product spec and MCP task interface docs 2026-02-16 19:07:30 -06:00
TASKS.md Add task management data model spec 2026-02-16 14:25:00 -06:00
UNTRUSTED-PR-REVIEW.md chore(docker): improve base image and organize docker files 2026-04-01 11:36:27 +00:00