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5
Commits
| Author | SHA1 | Message | Date | |
|---|---|---|---|---|
 DottaandPaperclip
|
8b6a06ee25 |
[codex] Add built-in agents and Reflection Coach bundle (#9206)
## Thinking Path > - Paperclip is the open source app people use to manage AI agents for work. > - Operators need first-party agent capabilities for repeatable company work, not just manually created one-off agents. > - Built-in agents need to behave like normal company-scoped agents while preserving approval gates, permissions, budgets, and audit trails. > - Reflection and coaching work also needs bundled instructions, skill content, and a routine so the feature can be installed and reset predictably. > - The API, database, UI, portability, and tests all need to agree on the built-in lifecycle from not provisioned through setup, approval, ready, paused, and reset. > - This pull request adds built-in agent provisioning and the Reflection Coach bundle end-to-end. > - The benefit is a safer first-party path for Paperclip-managed agents without bypassing the same governance model used for operator-created agents. ## Linked Issues or Issue Description No public GitHub issue was found for this exact built-in agent and Reflection Coach bundle work. Problem/motivation: - Paperclip did not have a first-party built-in agent lifecycle for product-owned agents. - Bundled agent resources such as default instructions, skills, and routines needed managed ownership and reset semantics. - Approval-gated companies needed built-in setup to preserve requested adapter, budget, manager, and permission state through board approval. - The board UI needed clear built-in badges, setup affordances, readiness state, and bundle status without exposing secrets. Proposed solution: - Add a company-scoped built-in agent registry, provisioning/reset/reconcile/status APIs, and Reflection Coach bundled resources. - Track bundled managed resources in the database with idempotent migration behavior. - Reuse existing agent approval, authorization, budget, and activity-log paths instead of creating a bypass. - Add UI setup, badges, gates, bundle panels, and route coverage for built-in agents. Duplicate search: - Searched GitHub PRs for `built-in agents Reflection Coach repo:paperclipai/paperclip`; only this PR was returned. - Searched GitHub issues for the same query; no public issues were returned. ## What Changed - Added built-in agent definitions, lifecycle state derivation, provisioning, reset, reconcile, status, and routine-control routes. - Added the `built_in_managed_resources` migration and schema exports for bundled instructions, skill, and routine ownership. - Added the Reflection Coach built-in bundle with default instructions, skill catalog content, routine template, default permissions, and managed-resource drift handling. - Added approval-aware provisioning behavior that preserves requested adapter config, budgets, manager assignment, and built-in permissions through hire approval. - Added authorization and mutation gates for built-in agent and skill changes, including consented Reflection Coach change paths. - Added UI surfaces for built-in agent setup, roster/detail badges, readiness gates, bundle status, routine controls, and route filtering. - Added company import/export and validator coverage for built-in managed resources and low-trust/red-team presets. - Addressed Greptile follow-ups for pending approval reconciliation, consent-gate error propagation, config-read authorization fallback, approval-path manager preservation, and non-model adapter provisioning. ## Verification Local verification: - `git diff --check public/master..HEAD` passed. - `pnpm check:token-gates` passed with all gates clean. - `pnpm exec vitest run ui/src/components/ConfigureBuiltInAgentModal.test.tsx` passed: 1 file, 4 tests. - `pnpm exec vitest run ui/src/components/EntityRow.test.tsx ui/src/pages/Agents.test.tsx ui/src/components/BuiltInAgentGate.test.tsx ui/src/components/ConfigureBuiltInAgentModal.test.tsx ui/src/components/BuiltInBundlePanel.test.tsx ui/src/pages/InstanceExperimentalSettings.test.tsx ui/src/pages/Routines.test.tsx` passed: 7 files, 64 tests. - `pnpm --filter @paperclipai/server exec vitest run src/__tests__/built-in-agents.test.ts src/__tests__/authorization-service.test.ts src/__tests__/company-skills-routes.test.ts` passed: 3 files, 91 tests. - `pnpm --filter @paperclipai/db check:migrations` passed. - `pnpm -r typecheck` passed after the rebase; `pnpm --filter ui typecheck` passed after the final UI review fix. Remote verification on latest head `1c61f693a4ec881d739022b0e75a8ca8bf8c2cd8`: - Merge state: `CLEAN`. - Greptile: `5/5`, zero unresolved Greptile threads. - PR check rollup: all checks successful, neutral, or skipped as expected. - Passing gates include Build, Typecheck + Release Registry, all server shards, all workspace shards, all serialized server suites, e2e, Canary Dry Run, policy, review, verify, Socket, Superagent, and Snyk. ## Risks - This adds a new managed-resource table and migration; the migration uses idempotent create/add/index guards and passed migration safety checks. - Built-in agent provisioning touches approval and authorization paths; tests cover pending approval preservation, stale retry rejection, consent gates, and config-read fallback behavior. - Reflection Coach creates managed instructions, skill, and routine resources; drift/reset behavior is covered by service tests and redacted API responses. - Non-model adapter setup now provisions a `needs_setup` built-in row before command/endpoint fields are complete; this matches the server lifecycle and is covered by the setup modal regression test. ## Model Used OpenAI Codex coding agent based on GPT-5. Exact hosted model ID, context-window size, and reasoning-mode labels are not exposed in this runtime; tool use, shell execution, GitHub CLI/API access, and local code editing were enabled. ## 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> |
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|
b13eb5b2b5 |
Skill Studio: three-pane skill IDE with sandboxed test runs (#9241)
## Thinking Path > - Paperclip is the open source app people use to manage AI agents for work. > - The Skills Manager gives operators a reusable skill layer, but iteration still required manual edits, ad hoc prompts, and indirect run inspection. > - Skill authors need a focused workflow for editing skill files, saving representative test inputs, and running those inputs through an agent without exposing harness tasks as normal company work. > - The backend therefore needs durable test inputs, reusable run templates, hidden harness issues, scoped run execution, retention metadata, and read-containment rules around hidden work. > - The frontend needs a three-pane Studio that keeps skill files, saved inputs/templates, and run output/history visible together while preserving the existing design system and token rules. > - This pull request ships that Skill Studio surface end to end: database migrations, shared contracts, server APIs/services, hidden harness execution behavior, UI routes/components, and focused tests. > - The benefit is faster and safer skill iteration, with inspectable outputs and fewer ways for internal harness work to leak into normal task lists, costs, or adjacent read APIs. ## Linked Issues or Issue Description No public GitHub issue exists for this feature. Feature request summary: - Problem: Skill authors need to edit and test company skills in one place instead of switching between the skill detail page, task creation, run output, and manual prompt history. - Proposed solution: Add a Skill Studio workbench with saved inputs, reusable templates, hidden sandboxed test runs, live run status, output inspection, run history, rerun/delete controls, and frontmatter-aware editing. - Expected users: Paperclip operators and agent-company maintainers who create, fork, import, and tune skills. - Related public PRs: Supersedes #9205, which was replaced so the public PR branch name follows contributor policy. - Duplicate search: searched public GitHub issues and PRs for "Skill Studio"; no other active public issue or PR directly covers this feature. ## What Changed - Added database migrations for Skill Studio test inputs, test runs, test run retention, and reusable run templates. - Added shared Skill Studio types, validators, route helpers, frontmatter utilities, and status handling. - Added server services and routes for saved inputs, test runs, templates, reruns, terminal-run deletion, hidden harness issue execution, and run-detail hydration. - Strengthened hidden-issue read containment across issue-adjacent routes and cost rollups used by skill test harness work. - Added the Skill Studio UI with skill file editing, frontmatter editing, saved inputs, templates, run creation/cancel/rerun/delete flows, output rendering, history, route support, and responsive pane behavior. - Added focused backend, shared, and UI tests for the new APIs, routing logic, editor/run behavior, hidden-issue containment, and migration safety. - Rebased onto current `master`, removed the generated lockfile diff from the PR, and verified no workflow files are changed. ## Verification - [x] `pnpm --filter @paperclipai/db check:migrations` - [x] `pnpm check:token-gates` - [x] `pnpm exec vitest run server/src/__tests__/company-skills-service.test.ts server/src/__tests__/company-skills-routes.test.ts server/src/__tests__/company-skill-test-runs-service.test.ts ui/src/lib/skill-studio.test.ts ui/src/pages/SkillStudio.test.tsx` — 5 files, 132 tests passed - [x] Greptile review on the latest PR head - [x] GitHub PR checks on the latest PR head ## Risks - Medium risk because this is a broad feature touching database schema, server orchestration, issue visibility, and a large UI surface. - Hidden harness issue containment is security-sensitive; this PR includes regression coverage for adjacent read paths and cost rollups. - The new migrations are additive and use idempotent guards where applicable, but deployed databases that previously tested draft migration numbers should still be checked carefully. - The UI depends on a new resizable panels package in `ui/package.json`; the lockfile is intentionally left to repository automation. > 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, GPT-5 coding agent with shell, git, and GitHub CLI tool use. Earlier feature commits include assistance from other Paperclip coding agents; this PR preparation, rebase, cleanup commit, and PR body were completed by OpenAI Codex in a Paperclip worktree. ## 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> Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com> |
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Dotta
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83f5f59842 |
[codex] Hide goals sidebar link behind experiment (#9189)
## Thinking Path > - Paperclip is the open source app people use to manage AI agents for work. > - The board sidebar is the primary navigation surface for operators scanning companies, projects, tasks, agents, and related control-plane tools. > - Goals still has a route and product surface, but keeping the top-level sidebar link always visible makes it part of the default navigation whether or not that surface is ready for every operator. > - Instance experimental settings already provide a controlled place to expose optional UI surfaces while they are being evaluated. > - This pull request adds a dedicated experimental setting for restoring the Goals sidebar link. > - The benefit is a quieter default sidebar with an explicit escape hatch for operators who still need the Goals entry point. ## Linked Issues or Issue Description No public GitHub issue exists for this internal task, so the feature request is described inline. **Subsystem affected** Cross-cutting: `ui/`, `server/`, and `packages/shared`. **Problem or motivation** The Goals route remains available, but the top-level Goals sidebar entry makes that surface part of the default operator navigation. While the goals surface is still being evaluated, operators need a quieter default sidebar without losing an escape hatch for teams that still rely on the link. **Proposed solution** Add a boolean instance experimental setting, `enableGoalsSidebarLink`, default it to `false`, and render the Goals sidebar link only when the setting is enabled. Expose the toggle in Instance Experimental Settings so operators can restore the link without changing routes or rebuilding the app. **Alternatives considered** - Remove the Goals route entirely: rejected because this task only asks to hide the sidebar entry point and preserve access for teams evaluating goals. - Keep the sidebar link always visible: rejected because it does not provide the requested quieter default navigation. - Hard-code a local UI flag: rejected because instance experimental settings already provide the expected operator-controlled pattern. **Roadmap alignment** Checked `ROADMAP.md`; no overlapping goals/sidebar/experimental roadmap entry was found. **Additional context** The `/goals` route is preserved. This PR only gates the sidebar navigation item. ## What Changed - Added `enableGoalsSidebarLink` to the shared instance experimental settings type and validator, defaulting to `false`. - Normalized the new setting in the server instance settings service. - Hid the Goals sidebar nav item unless the new setting is enabled. - Added a Goals Sidebar Link toggle to the Instance Experimental Settings page. - Updated shared, server, sidebar, and settings page tests for the new setting. ## Verification - `pnpm exec vitest run packages/shared/src/validators/instance.test.ts server/src/__tests__/instance-settings-service.test.ts server/src/__tests__/instance-settings-routes.test.ts ui/src/components/Sidebar.test.tsx ui/src/pages/InstanceExperimentalSettings.test.tsx` - `git diff --check origin/master...HEAD` - `git merge-tree --write-tree HEAD origin/master` - Searched for duplicate/related PRs by title and `enableGoalsSidebarLink`; none found. - Checked `ROADMAP.md` for overlapping goals/sidebar/experimental entries; none found. ## Risks Low risk. The main behavior shift is that operators who depended on the sidebar Goals link need to enable the new experimental toggle. The `/goals` route itself is not removed. > 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, GPT-5-based Paperclip CodexCoder session with repository tool access and command execution. Exact API model identifier and context window were not exposed by the Paperclip harness. ## 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 |
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5163208c3c |
Add workspace branch ancestry diagnostics (#9117)
## Thinking Path > - Paperclip is the open source app people use to manage AI agents for work > - Agents run in git worktrees tied to a workspace branch; when the actual branch diverges from the expected one (e.g. a parent feature branch was renamed), Paperclip currently has no structured field to report *why* the branch is incoherent or whether it can be auto-reconciled > - The workspace-incoherence fingerprint already captures SHA mismatches, but there is no evidence field distinguishing "actual branch is a descendant of expected" (safe to fast-forward) from "branches have diverged" (needs human review) or "SHAs are unavailable" (unknown) > - Operators and future recovery flows need a typed verdict to make decisions without re-running git commands themselves > - This pull request adds `ancestryVerdict` and `plainLanguageReason` evidence fields computed via `git merge-base --is-ancestor`, and scaffolds the off-by-default `enableWorkspaceBranchReconcileForward` instance setting with no runtime behavior yet > - The benefit is that future recovery logic can branch on a typed verdict rather than parsing prose, while the fingerprint v1 payload stays stable ## Linked Issues or Issue Description No public GitHub issue pre-exists for this diagnostic addition. **Problem or motivation** When Paperclip detects that an agent's actual workspace branch differs from the recorded expected branch, the current fingerprint carries only raw SHAs. There is no typed field indicating whether the actual branch is a descendant of the expected one (safe reconcile path) vs. a true divergence (requires human intervention) vs. an indeterminate state (missing SHAs or git errors). Downstream recovery logic cannot branch safely without re-running git. **Proposed solution** Add `ancestryVerdict` and `plainLanguageReason` to the workspace incoherence evidence type; compute via `git merge-base --is-ancestor`; scaffold a feature-flag for future forward-reconcile behavior (`enableWorkspaceBranchReconcileForward`, off by default, not yet read by any runtime path). **Alternatives considered** Encoding the verdict in the existing fingerprint string was rejected because the fingerprint is a stable identity hash, not a mutable evidence bag. Changing it would break monitors keyed on the string. **Roadmap alignment** Supports future workspace auto-reconcile work; ROADMAP.md has no conflicting entry for this diagnostic layer. ## What Changed - `packages/shared/src/types/heartbeat.ts` adds `ancestryVerdict` and `plainLanguageReason` fields to `WorkspaceIncoherenceEvidence` - `packages/shared/src/types/instance.ts` adds `enableWorkspaceBranchReconcileForward` boolean (off by default) - `packages/shared/src/validators/instance.ts` exports the new flag from the settings validator - `server/src/services/workspace-runtime.ts` computes `ancestryVerdict` via `git merge-base --is-ancestor`; falls back to `unknown` on missing SHAs or command errors; excludes verdict fields from fingerprint v1 computation - `server/src/services/instance-settings.ts` wires the new setting through to the settings service - Tests updated in `workspace-runtime.test.ts`, `instance-settings-service.test.ts`, `instance-settings-routes.test.ts`, and `instance.test.ts` (104 tests total) ## Verification ```bash pnpm exec vitest run \ server/src/__tests__/workspace-runtime.test.ts \ server/src/__tests__/instance-settings-service.test.ts \ server/src/__tests__/instance-settings-routes.test.ts \ packages/shared/src/validators/instance.test.ts # 104 tests pass pnpm --filter @paperclipai/shared typecheck pnpm --filter @paperclipai/server typecheck # both exit 0 ``` Manual: trigger a workspace incoherence event and confirm the evidence object carries `ancestryVerdict` and `plainLanguageReason`; confirm the fingerprint string stays `workspace_incoherence:v1:sha256:...`. ## Risks **Low risk.** Purely additive. Fingerprint v1 payload is unchanged. The new flag has no runtime effect in this PR. `git merge-base --is-ancestor` exits non-zero for both "not an ancestor" and "command error"; both are handled and collapsed to typed values with a prose reason. ## Model Used Provider: Anthropic, model: Claude Sonnet 4.6 (`claude-sonnet-4-6`), 200k context, tool use enabled. ## 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 - [ ] 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> Co-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com> |
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Devin Foley
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765a75207a |
Add experimental server info debug view (#8676)
## Thinking Path
> - Paperclip is the open source app people use to manage AI agents for
work
> - The dev/server UI exposes a `/api/health` endpoint and a lower-left
account drawer, but nothing surfaces *which* build the running instance
is on or when it last restarted
> - When iterating on a local dev instance it is hard to tell whether
the server you're looking at has actually restarted onto your latest
commit, or how stale the running process is
> - Developers need a lightweight, opt-in way to confirm the running
instance's identity without digging through logs or shelling into the
host
> - This pull request adds an experimental "Server Info Debug View"
setting that surfaces the running instance's last-restart time and
current commit as read-only rows in the account drawer
> - The benefit is a quick, in-UI sanity check of what the live server
is actually running, behind an experimental flag so it ships zero cost
to users who don't opt in
## Linked Issues or Issue Description
No public GitHub issue exists. Describing the underlying request inline
following the feature request template:
**Problem or motivation:**
When working against a local Paperclip dev instance there is no in-UI
way to confirm what the running server is — its current commit or when
it last restarted. You have to check logs or the host shell to know
whether the process picked up your latest build.
**Proposed solution:**
An opt-in experimental setting ("Server Info Debug View") that, once
enabled, renders a small read-only "Server" section at the bottom of the
lower-left account drawer showing **Last restarted** (the server process
start time) and **Running commit** (the current git HEAD short SHA +
subject).
**Alternatives considered:**
A separate top-right pill/overlay (like the work-life-balance plugin).
The account drawer was chosen to reuse existing menu-row styling and
avoid adding new always-present chrome.
**Roadmap alignment:**
Small, self-contained developer-experience aid gated behind an
experimental flag; does not overlap planned core roadmap work.
## What Changed
- Added `server/src/server-info.ts`: captures a `serverInfo` snapshot
once at boot — process start time and current git commit (SHA +
subject). Git is read via `execFileSync` with SHA validation and a
timeout.
- `/api/health` exposes the `serverInfo` snapshot, but only on
full-details health responses (board/agent in authenticated mode, or
local-trusted dev).
- Gated the UI surface behind a new `enableServerInfoDebugView`
experimental setting, wired through the shared instance type, validator,
settings normalizer, and OpenAPI schema.
- UI: added `SidebarServerInfo` rendering the read-only rows in the
account drawer (`BreadcrumbBar` / `SidebarAccountMenu`), plus the
experimental settings toggle and a typed `health` API client.
- Moved `ServerGitInfo` / `ServerInfoSnapshot` into
`@paperclipai/shared` so the server and UI share one definition instead
of duplicating it.
- Added unit tests for the server-info snapshot, health route exposure,
validator/normalizer, settings routes, the experimental settings page,
and the sidebar component.
## Verification
- `pnpm --filter @paperclipai/server exec vitest run
src/__tests__/health.test.ts src/__tests__/server-info.test.ts
src/__tests__/instance-settings-service.test.ts
src/__tests__/instance-settings-routes.test.ts` — 32 passed
- `pnpm --filter @paperclipai/ui exec vitest run
src/components/SidebarServerInfo.test.tsx
src/pages/InstanceExperimentalSettings.test.tsx` — 9 passed
- `tsc --noEmit` on both `@paperclipai/server` and `@paperclipai/ui` —
clean
- Manual: enable **Settings → Experimental → Server Info Debug View**,
refresh the UI, open the lower-left account drawer — a "Server" section
shows Last restarted and Running commit.
## Risks
- Low risk. The UI surface is fully opt-in via an experimental flag and
defaults off.
- The `serverInfo` field on `/api/health` is access-controlled to
full-details responses only (board/agent in authenticated mode, or
local-trusted dev) — never anonymous authenticated callers — so the git
SHA is not broadly exposed.
- The only new server work is a one-time git read at boot, guarded with
SHA validation and a timeout; failures degrade gracefully (the git block
reports `available: false` rather than throwing).
## Model Used
Claude — `claude-opus-4` (Anthropic), extended thinking with 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 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 and contains no
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
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