## Thinking Path
> - Paperclip is the open source app people use to manage AI agents for
work.
> - Adapter names are part of the board-facing agent setup and
management experience.
> - The product now treats adapters as harnesses, while execution
environments are modeled separately.
> - Several built-in adapter labels still carried legacy local wording
from the older harness-by-environment model.
> - That wording makes the UI noisier and implies a distinction users no
longer need to reason about.
> - This pull request normalizes adapter display labels while keeping
persisted adapter type identifiers unchanged.
> - The benefit is clearer adapter selection and management copy without
a database migration.
## Linked Issues or Issue Description
No public GitHub issue was found for this exact cleanup.
Related public PRs:
- Supersedes #8910, an earlier branch for the same cleanup that did not
include the later docs/gateway/Cursor alignment.
- Refs #8819, which is related display-registry work for external
multi-segment adapter labels, but not a duplicate of this built-in label
cleanup.
Feature request details:
- Subsystem affected: Cross-cutting (`ui/`, `packages/adapters`, and
docs).
- Problem or motivation: user-facing adapter names include legacy local
qualifiers even though adapters map to harnesses and environments are
first-class elsewhere.
- Proposed solution: remove the legacy local wording from built-in
display labels, keep machine-readable adapter type ids unchanged, and
keep gateway disambiguation where it is useful.
- Alternatives considered: changing persisted adapter type ids was ruled
out because it would create migration and compatibility risk; one-off UI
replacements were ruled out because the display registry is already the
correct central label boundary.
- Roadmap alignment: this is small adapter UX polish, not a new
roadmap-level core feature.
## What Changed
- Updated the adapter display registry so known adapter labels are final
and no built-in local adapter renders a legacy local suffix.
- Preserved clean derived labels for unknown plugin local types while
keeping gateway disambiguation for unknown gateway types.
- Updated `AdapterManager` to prefer registry labels when the server
reports raw adapter type ids for built-ins.
- Removed legacy local wording from built-in adapter metadata labels in
UI and adapter packages.
- Aligned Cursor adapter metadata with the central display registry
label.
- Updated adapter docs and Storybook fixtures to match the new display
names.
- Added focused registry coverage for built-in labels and unknown plugin
suffix behavior.
## Verification
- `pnpm check:tokens`
- `git diff --check origin/master...fix/adapter-display-labels`
- Patch-addition scan for added secrets, private paths, and internal
links: no matches.
- GitHub duplicate search for open adapter-label/local-suffix issues and
PRs; #8910 was identified as the older superseded public PR.
- `pnpm exec vitest run
ui/src/adapters/adapter-display-registry.test.ts`
- `pnpm --filter @paperclipai/ui typecheck`
- Stale-label scan found no remaining user-facing display-label
suffixes; remaining local wording is operational/test terminology such
as adapter ids, docs about running locally, and test descriptions.
## Risks
Low risk. The change is display-label and documentation focused, and
adapter type ids remain unchanged. The main risk is ambiguous gateway
naming, mitigated by keeping explicit gateway labels where variants need
disambiguation.
## Model Used
OpenAI GPT-5 via Codex, tool-enabled coding agent in a local repository
workspace. Context window size is not exposed by this environment.
## 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
- [x] I have searched GitHub for duplicate or related PRs and linked
them above
- [x] I have either (a) linked existing issues with `Fixes: #` / `Closes
#` / `Refs #` OR (b) described the issue in-PR following the relevant
issue template
- [x] I have not referenced internal/instance-local Paperclip issues or
links (only public GitHub `#NNN` / `github.com/paperclipai/paperclip`
URLs)
- [x] My branch name describes the change (e.g. `docs/...`, `fix/...`)
and contains no internal Paperclip ticket id or instance-derived details
- [x] I have run tests locally and they pass
- [x] I have added or updated tests where applicable
- [x] I have updated relevant documentation to reflect my changes
- [x] I have considered and documented any risks above
- [x] All Paperclip CI gates are green
- [x] Greptile is 5/5 with no open P2s, recommendations, or follow-ups
- [x] I will address all Greptile and reviewer comments before
requesting merge
Co-authored-by: Paperclip <noreply@paperclip.ing>
## Thinking Path
> - Paperclip is the open source app people use to manage AI agents for
work.
> - Sandboxed agent runs can spend meaningful time preparing a remote
workspace before the agent transcript shows useful output.
> - Operators need short, current progress text for those setup phases,
but that text should not become durable run history.
> - The existing live-run websocket path already carries run updates to
the UI, so the backend can reuse that channel instead of adding polling.
> - This pull request adds an ephemeral runtime-progress contract, a
process-local status store, and heartbeat integration for
sandbox-managed runs.
> - The benefit is a clearer active-run experience without database
migrations or persistent progress rows.
## Linked Issues or Issue Description
Refs #248
No exact public GitHub issue was found for this status-message plumbing.
The underlying problem is that active sandboxed runs currently have
setup phases, such as workspace sync and restore, where the operator
cannot see concise current progress through the live run state. This PR
addresses that gap for the backend/runtime layer while keeping progress
messages ephemeral.
GitHub search performed for related or duplicate work: `sandbox runtime
status`, `sandbox restore index`, and `runtime progress`. No direct
duplicate PR was found.
## What Changed
- Added shared runtime-progress types and the `heartbeat.run.progress`
live event type.
- Added a process-local heartbeat run runtime-status store with TTL,
bounded/redacted messages, and terminal cleanup.
- Threaded runtime progress callbacks through heartbeat execution and
active/live run serialization.
- Emitted sandbox-managed runtime phase updates for sync, adapter
startup, restore/export, and finalization paths.
- Added backend and adapter-utils tests for ephemeral status behavior,
terminal cleanup, live serialization, and sandbox progress callbacks.
## Verification
- `pnpm install --frozen-lockfile`
- Local PII scan before push: high-confidence secret patterns, internal
issue links, local user paths, and private URL patterns checked across
all three split diffs; no real secrets or internal links found. The only
secret-like text is an intentional fake test fixture (`sk-test-secret`).
- `git diff --check origin/master..feat/sandbox-runtime-status`
- `pnpm exec vitest run
server/src/services/heartbeat-run-runtime-status.test.ts
server/src/__tests__/heartbeat-runtime-state.test.ts
server/src/__tests__/agent-live-run-routes.test.ts
packages/adapter-utils/src/sandbox-managed-runtime.test.ts` — 4 files,
23 tests passed.
- `pnpm run typecheck` passed on both top stacks that include this
branch: `feat/sandbox-status-ui` and `fix/sandbox-restore-index-sync`.
- `pnpm run build` passed on both top stacks that include this branch;
Vite reported existing CSS `::highlight` and chunk-size warnings.
- `pnpm run test:run` was attempted on `fix/sandbox-restore-index-sync`;
it failed in two unrelated broad-suite tests. One depends on this host's
Git default branch behavior, and one depends on local Claude
model-discovery environment. The changed focused suites above pass.
## Risks
- Runtime progress is process-local by design, so status disappears
after TTL, terminal cleanup, or server restart.
- Clients that do not consume `heartbeat.run.progress` simply keep
existing behavior.
- Message redaction is intentionally generic; overly specific phase
details should stay out of runtime-progress payloads.
> 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 GPT-5 via Codex coding agent, with shell/tool execution in a
local worktree. Exact context-window metadata is 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
- [x] I have searched GitHub for duplicate or related PRs and linked
them above
- [x] I have either (a) linked existing issues with `Fixes: #` / `Closes
#` / `Refs #` OR (b) described the issue in-PR following the relevant
issue template
- [x] I have not referenced internal/instance-local Paperclip issues or
links (only public GitHub `#NNN` / `github.com/paperclipai/paperclip`
URLs)
- [x] My branch name describes the change (e.g. `docs/...`, `fix/...`)
and contains no internal Paperclip ticket id or instance-derived details
- [x] I have run tests locally and they pass
- [x] I have added or updated tests where applicable
- [x] I have updated relevant documentation to reflect my changes
- [x] I have considered and documented any risks above
- [x] All Paperclip CI gates are green
- [x] Greptile is 5/5 with no open P2s, recommendations, or follow-ups
- [x] I will address all Greptile and reviewer comments before
requesting merge
---------
Co-authored-by: Paperclip CTO <cto@paperclip.local>
Co-authored-by: Paperclip CTO <noreply@paperclip.ing>
## Thinking Path
> - Paperclip is the control plane for running AI-agent companies, so
long-running remote work needs to stay observable to human operators.
> - Cloud / sandbox agents are an active roadmap area, and their
workspace sync path is part of the runtime substrate every remote coding
run depends on.
> - In the sandbox and SSH execution-target flows, Paperclip logged that
sync had started, then often went silent for the full transfer window.
> - That made large remote syncs feel stalled and also hid a real
performance problem in the command-managed sandbox upload path.
> - The first part of this pull request threads a throttled
progress-reporting surface through the adapter execution-target stack so
sync and restore work can emit meaningful updates.
> - The second part fixes the command-managed sandbox transport itself:
it removes the old serial 32KB append bottleneck, but also falls back
away from the single-stream path when a provider-backed sandbox runner
cannot surface mid-flight stdin progress.
> - The result is that sandbox and SSH transfers are both faster and
more observable, including the live Daytona-style sandbox case that
previously only emitted `0%` and `100%`.
## Linked Issues or Issue Description
No public GitHub issue exists for this bug, so it is described inline
below following the bug report template.
### What happened
- Remote sandbox and SSH workspace syncs could spend a long time
transferring data while only logging a start line (`Syncing workspace
and runtime assets to sandbox environment`) and, at best, a terminal
line.
- In the command-managed sandbox path, the original upload
implementation also paid a large performance cost by appending base64
data in many small sequential remote writes (thousands of serial 32KB
round-trips on a large workspace).
- After the initial transport rewrite, live provider-backed sandbox runs
still only emitted `0%` and `100%` because the single-stream stdin RPC
buffered progress until completion.
### Expected behavior
- Long-running sandbox and SSH syncs should periodically report how much
of the transfer is complete (a percentage and/or MB transferred) so an
operator can tell the run is healthy and making progress rather than
stuck.
- The main sandbox upload path should not be artificially slow.
- A transfer that fails partway should leave an explicit failure marker
in the log rather than a dangling intermediate percentage.
### Steps to reproduce
1. Run an agent against a sandbox (command-managed) or SSH
(remote-managed) execution target with a non-trivial workspace.
2. Watch the run log during the workspace/runtime asset sync phase.
3. Observe that the log shows the sync start line and then stays silent
for the full transfer (live provider-backed sandbox runs only show `0%`
then `100%`).
### Paperclip version or commit
- Branch `PAPA-825-provide-status-updates-when-syncing-sandboxes` off
`master`.
### Deployment mode
- Self-hosted / local instance using sandbox (command-managed) and SSH
(remote-managed) execution targets, including provider-backed sandbox
runners.
## What Changed
- Added shared throttled runtime progress reporting and threaded
`onProgress` through the adapter execution-target surface and adapter
`execute.ts` entrypoints.
- Added sync and restore progress reporting for the command-managed
sandbox path and the SSH/remote-managed path, including git
import/export progress where totals are known.
- Reworked command-managed sandbox transfer behavior so uploads use the
faster single-stream path when appropriate, but fall back to chunked
progress-emitting writes when the runner cannot expose mid-stream stdin
progress.
- Marked provider-backed environment sandbox runners as not supporting
single-stream stdin progress so live sandbox runs emit meaningful
intermediate updates instead of only `0%` and `100%`.
- Emit an explicit terminal failure marker (`failed at NN% (x/y MB)`)
when an SSH/tar transfer rejects, so a failed sync no longer leaves a
dangling intermediate percentage in the log.
- Run the SSH sync/restore size estimate (local directory walk / remote
`du` probe) concurrently with the transfer instead of awaiting it before
opening the pipe, so progress instrumentation no longer adds startup
latency proportional to workspace file count.
- Added and extended focused regression coverage for runtime progress
throttling and the new failure marker, command-managed sandbox
transfers, sandbox orchestration, SSH transfer progress, and environment
execution-target wiring.
## Verification
- `pnpm exec vitest run
packages/adapter-utils/src/runtime-progress.test.ts
packages/adapter-utils/src/ssh-fixture.test.ts
packages/adapter-utils/src/command-managed-runtime.test.ts
packages/adapter-utils/src/sandbox-managed-runtime.test.ts`
- `pnpm exec vitest run
packages/adapter-utils/src/command-managed-runtime.test.ts
server/src/__tests__/environment-execution-target.test.ts`
- `npx tsc --noEmit` for `packages/adapter-utils`
## Risks
- The provider-backed sandbox fallback now prefers chunked
command-managed writes when progress hooks are active, so
small-to-medium uploads may trade some raw throughput for observable
intermediate progress on runtimes that cannot surface true mid-stream
stdin progress.
- Progress percentages on tar-based transfers still depend on estimates
in some cases, so operators may briefly see MB-only lines before the
estimate resolves, then near-final clamping before the terminal `100%`
line.
- This PR changes shared execution-target behavior used by multiple
adapters, so regressions would most likely appear in remote runtime
setup/teardown flows rather than in a single adapter.
## Model Used
- Initial implementation: OpenAI GPT-5.4 via Codex local agent
(`codex_local`), high reasoning mode.
- Observability follow-ups (failure marker, concurrent size estimate,
added tests): Claude Opus 4.8 via Claude Code (`claude_local`).
## 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
- [x] I have searched GitHub for duplicate or related PRs and linked
them above
- [x] I have either (a) linked existing issues with `Fixes: #` / `Closes
#` / `Refs #` OR (b) described the issue in-PR following the relevant
issue template
- [x] I have not referenced internal/instance-local Paperclip issues or
links (only public GitHub `#NNN` / `github.com/paperclipai/paperclip`
URLs)
- [x] I have run tests locally and they pass
- [x] I have added or updated tests where applicable
- [ ] If this change affects the UI, I have included before/after
screenshots
- [ ] I have updated relevant documentation to reflect my changes
- [x] I have considered and documented any risks above
- [ ] All Paperclip CI gates are green
- [ ] Greptile is 5/5 with no open P2s, recommendations, or follow-ups
- [ ] I will address all Greptile and reviewer comments before
requesting merge
---------
Co-authored-by: Paperclip <noreply@paperclip.ing>
## Thinking Path
> - Paperclip orchestrates AI agents for zero-human companies through
company-scoped control-plane workflows.
> - Agents need reusable, inspectable skills that can be installed,
reset, audited, exported, and assigned without bespoke local setup.
> - The existing skill truth model needed cleanup so bundled skills,
optional catalog skills, runtime skills, and adapter-provided skills
have clear provenance.
> - Operators also need a practical CLI and board UI for discovering and
managing company skills.
> - This pull request adds the skills CLI, packaged skills catalog,
company skills APIs, and catalog-aware board UI.
> - The benefit is a more reusable Paperclip company setup where skills
are portable, auditable, and easier for operators and agents to manage.
## What Changed
- Added `paperclipai skills` CLI commands and coverage for catalog
listing, installing, resetting, and inspecting company skills.
- Added a packaged `@paperclipai/skills-catalog` workspace with bundled
and optional skill content plus validation/build tests.
- Added shared company-skill types and validators used across CLI,
server, and UI contracts.
- Added server catalog APIs/services for company skill catalog
operations, reset semantics, audit behavior, and portability provenance.
- Updated adapter skill handling so runtime/catalog provenance remains
explicit across local adapters.
- Added board UI support for browsing and managing catalog-backed
company skills.
- Updated docs for the skills CLI/catalog flow and the company skills
Paperclip skill reference.
- Rebased the branch onto current `paperclipai/paperclip:master`; no
`pnpm-lock.yaml`, `.github/workflows`, or migration files are included
in the final PR diff.
## Verification
- Passed: `pnpm run preflight:workspace-links && pnpm exec vitest run
cli/src/__tests__/skills.test.ts
packages/skills-catalog/src/catalog-builder.test.ts
packages/skills-catalog/src/shipped-catalog.test.ts
packages/shared/src/validators/company-skill.test.ts
packages/adapter-utils/src/server-utils.test.ts
packages/plugins/create-paperclip-plugin/src/entrypoints.test.ts
server/src/__tests__/company-skills-catalog-service.test.ts
server/src/__tests__/company-skills-routes.test.ts
server/src/__tests__/company-portability.test.ts`.
- Passed: `pnpm exec vitest run
server/src/__tests__/workspace-runtime.test.ts -t "default
branch|origin/master|symbolic-ref"`.
- Attempted: full `server/src/__tests__/workspace-runtime.test.ts`. Four
provisioning tests failed while seeding an isolated worktree database
from the local Paperclip instance because the local plugin schema dump
contains a duplicate-column foreign key
(`plugin_content_machine_18a7bc327b.content_case_signals`). The
default-branch tests touched by the rebase conflict passed in the
focused run above.
- Checked final diff: no `pnpm-lock.yaml`, no `.github/workflows`, and
no migration-file changes relative to `master`.
## Risks
- Medium: this is a broad skills/catalog change touching CLI, server
APIs, shared contracts, adapter skill sync, and UI.
- Catalog validation and reset semantics need careful reviewer attention
because they affect reusable company setup and portability.
- No database migrations are included in this PR, so there is no
migration ordering/idempotency risk in the final diff.
- No lockfile is included by design; dependency resolution will be
handled by the repository lockfile workflow.
## Model Used
- OpenAI Codex coding agent based on GPT-5, running in Paperclip via the
`codex_local` adapter with shell, git, GitHub CLI, and code-editing tool
access. Exact hosted model build/context-window metadata is not exposed
in this 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
- [x] I have run targeted tests locally and documented the local
workspace-runtime seed failure above
- [x] I have added or updated tests where applicable
- [x] If this change affects the UI, screenshots were intentionally
omitted per PAP-10124 instructions; UI behavior is covered by tests and
reviewer inspection
- [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>
## Thinking Path
> - Paperclip orchestrates AI agents for zero-human companies
> - The `grok-local` adapter streams reasoning text to the issue
"Working..." panel as the grok CLI runs
> - The `grok` CLI's `--output-format streaming-json` mode silently
drops the `\n` separator between reasoning turns around tool calls
> - Consecutive `thought` chunks (e.g. `` "`" `` followed by `"The"`)
arrive with no intervening whitespace event, so the UI's `delta: true`
concatenator merged them into run-on text like `"…planningGreat, now I
have the issue descriptionThe only co"`
> - This PR adds a small turn-boundary helper that detects sentence
boundaries in the upstream `thought` stream and inserts a single `\n`
only when the previous chunk ended with sentence punctuation (or a
balanced closing backtick) AND the next chunk begins a new uppercase
sentence
> - The benefit is readable streaming reasoning in the UI without
changing how completed messages are stored
## What Changed
- Added `packages/adapters/grok-local/src/shared/turn-boundary.ts` with
per-stream state (last chunk + backtick parity) and a
`restoreTurnBoundary()` helper that inserts `\n` only between balanced,
sentence-terminated `thought` chunks
- Wired the helper into `parseGrokJsonl` (server) and added a new
`createGrokStdoutParser` factory used by `grokLocalUIAdapter` for the
live "Working..." panel
- Added focused tests in `shared/turn-boundary.test.ts`, plus regression
assertions in `server/parse.test.ts` and `ui/parse-stdout.test.ts`
## Verification
- `pnpm --filter @paperclip/grok-local test` — 23/23 adapter tests pass
- `pnpm --filter @paperclip/grok-local typecheck` and UI typecheck —
clean
- Replayed an actual broken `grok 0.1.210` stream from the report;
previously-merged boundaries (`` `ls`The ``, `returned:Confirmed`) now
render with a separating newline; chunks inside un-closed backtick spans
are left alone
## Risks
- Low risk. Boundary insertion only fires when prev ends with
`.`/`!`/`?`/balanced `` ` `` and next begins with an uppercase ≥2-char
word, with no whitespace on either side. Worst case: a rare missed split
or a misplaced newline inside reasoning — both purely cosmetic and
confined to the live streaming panel.
## Model Used
- Claude Opus 4.7 (claude-opus-4-7), Anthropic, extended thinking + tool
use via Claude Code
## 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
- [x] I have run tests locally and they pass
- [x] I have added or updated tests where applicable
- [ ] 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>
## Thinking Path
> - Paperclip orchestrates AI agents for zero-human companies, so
adapter quality directly affects what runtimes the control plane can
supervise.
> - Local CLI adapters are one of the core execution surfaces because
they turn real coding tools into Paperclip-managed employees with
heartbeats, transcripts, and reviewability.
> - Grok Build was installed on the Paperclip host, but Paperclip had no
built-in `grok_local` adapter, so the runtime could not be configured
through the normal server/UI/CLI adapter path.
> - That gap needed to be closed with the same built-in registry,
environment diagnostics, transcript parsing, and skill/instructions
behavior that the other local adapters already rely on.
> - After the initial adapter landed, a real follow-up run showed that
Grok streaming text was being rendered one fragment per line, which made
transcripts harder to read even though the runtime itself was working.
> - This pull request adds the built-in `grok_local` adapter end-to-end
and then fixes the transcript parser so streamed Grok output is
coalesced into readable assistant/thinking blocks.
> - The benefit is that Grok Build becomes a first-class Paperclip
runtime with a usable operator experience instead of a partially wired
runtime with noisy transcript output.
## What Changed
- Added a new built-in `@paperclipai/adapter-grok-local` package with
server, UI, and CLI entrypoints.
- Implemented Grok execution, session handling, environment diagnostics,
config building, skill syncing, and parser coverage inside the new
adapter package.
- Registered `grok_local` across the built-in adapter inventories and
capability/display metadata in server, UI, CLI, and shared constants.
- Added adapter route coverage for the new built-in type.
- Fixed Grok transcript readability by emitting streamed `text` and
`thought` fragments as deltas so the shared transcript builder coalesces
them into readable message blocks.
- Added regression tests for the Grok parser and transcript coalescing
behavior.
## Verification
- `pnpm vitest run
packages/adapters/grok-local/src/ui/parse-stdout.test.ts
ui/src/adapters/transcript.test.ts`
- `pnpm --filter @paperclipai/adapter-grok-local build`
- Manual runtime verification on the Paperclip host during
implementation and follow-up review:
- confirmed the Grok CLI was installed and authenticated
- confirmed the worktree dev server could be restarted cleanly and
health-checked after the parser follow-up
- No screenshots attached. This change is primarily adapter plumbing
plus transcript formatting behavior; reviewers can verify via the
Grok-backed run surfaces directly.
## Risks
- This adds a new built-in adapter, so any missed registration surface
could create inconsistencies between server, UI, and CLI behavior.
- The adapter depends on Grok Build's current event/output shape; if
upstream Grok streaming JSON changes, transcript parsing or session
extraction may need follow-up updates.
- The transcript readability fix intentionally changes how Grok
fragments are grouped, so any downstream code that implicitly expected
one entry per fragment would behave differently.
> 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 via Paperclip `codex_local` agent runtime.
- GPT-5-class coding model with tool use, shell execution, file editing,
and repo inspection enabled.
- Exact backend model ID/context window were not surfaced to the agent
in this Paperclip session.
## 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
- [x] I have run tests locally and they pass
- [x] I have added or updated tests where applicable
- [ ] If this change affects the UI, I have included before/after
screenshots
- [ ] 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
Devin Foley
dependabot[bot]
Dotta