PaperClipAI/maps/feature-map/agents.md

navigation

navigation
section sectionOrder order Agents and reusable capabilities 30 10

Hiring, configuration, and organization

Operators hire agents, configure their identity and instructions, assign reporting relationships, and manage their lifecycle. Built-in agents have their own setup and lifecycle constraints.

Feature ID: agents.

Implementation: hiring, configuration, organization.

Agent access: companion.

Sub-features

• hire: agents/hire — choose identity, harness, model, and required account settings; edit reporting relationships through the agent configuration afterward.
• grok-bot: agents/grok-bot — experimental existing-Bot agent setup through remote OAuth, routine credentials, and an authenticated two-way challenge; current contact, stop and explicit recovery.
• instructions: agents/instructions — edit agent configuration and instruction files with durable revisions.
• organization: agents/organization — inspect and change reporting relationships through supported controls.
• primary-agent: agents/primary-agent — choose a personal primary agent for the company, confirm replacement, and inspect its roster/sidebar and task/chat defaults.
• lifecycle: agents/lifecycle — pause/resume or retire an agent while preserving history.
• built-in: agents/built-in — configure required agents without treating them as ordinary removable hires.
• api-keys: agents/api-keys — create and inspect named agent credentials, copy a new token once, and revoke it without changing agent identity.
• managed-agent-setup: agents/managed-agent-setup — probe, create, or adopt a qualified Anthropic managed-agent profile with pinned provider resources and retention acknowledgement.

How to get to it (user POV)

hire-agent

Use New agent from the roster or /agents/new.

Submitting the name creates an inactive record before adapter selection or account setup. A name-only draft returns to adapter selection when reopened. Save & exit keeps its configuration; Finish setup on the agent returns to the same record. Final submission requests approval when required, then follows the existing preparation and verification lifecycle.

For Cursor Cloud, choose its card in Cloud when native Runner is enabled and the qualified controller is available. Its held setup draft uses the API controller without a Computer, before model or credential selection. Local operators can choose Paperclip Runner in Advanced. Bind a Cursor Cloud API key, enter the exact model and select a repository/ref or a named Cursor cloud environment. Cursor hosts the agent's environment; this native setup has no Paperclip Computer selection. Save, reopen, and run Test. Test checks the account catalog and callback authentication gate without a prompt; the effective-model warning remains visible for this experimental integration. Finish setup repeats that account check and reaches Ready without preparing or leasing a Computer, even when the instance has a default plugin Computer. The Cursor lifecycle stays per-turn. Assign a real task and verify its output, question continuation, Plan approval and Stop separately. Managed-sandbox-only policy stays enabled. It continues to deny local agent code. Kubernetes-only execution is not supported by this API controller.

When the native Runner adapter is available, Google Antigravity appears in the ordinary adapter picker. Before runtime acceptance, its card says Not available yet. Selecting it opens Google account setup and model configuration without saving an unqualified native execution configuration. The existing inactive draft stays held; Test and Finish remain unavailable, and the page says model and connection settings are not saved. The selected adapter is retained with the draft: Back to agents, reload, and Finish setup return to the same Google setup. Pending roster rows identify Google Antigravity without implying a configured connection or runnable model. Change adapter returns to the picker with the saved choice selected and allows switching that same held draft to another supported adapter. Verify discovery, Google-specific setup, draft preservation and the disabled actions separately from a successful Antigravity hire or task run.

On an isolated host with a current operator candidate authorization, company-scoped adapter inventory can expose Candidate with one exact model. That company can connect, save, reopen, Test and Finish setup while the global release stays pending. Test verifies native account/model admission and cleanup without a model turn. Other companies, remote targets, expired authority and other models stay blocked. Verify this scoped path separately from production qualification and real task acceptance.

Agent-owned plugin environments prepare the saved draft in the background when their driver declares requiresAgent. The draft waits in verifying with its setup hold until hiring finishes. Changing environments keeps the selected account and Configure step, saves the selection, and invalidates its test. Preparation and failed-save retries remain visible without reconnecting. Companies requiring hire approval save the account with pending verification; resource allocation waits for approval.

agent-configuration

Open /agents/:agentId and the configuration/instruction surfaces it exposes. The agent nav has two sections: Agent (Overview, Identity at /agents/:agentId/identity, Harness / Runtime, Secrets & variables, Permissions / Trust, Advanced) and Audit (Activity, Runs, Costs, Budgets), which render inside the agent, filtered to it. Skills, Tools, Channels, API Keys and Revisions are not in the nav but still open by URL. Edit the name and title in place in the header (Enter or blur saves, Escape cancels); while a tab has unsaved changes, the header refuses the edit and asks to save or discard first. Assign task is the header's one button (Finish setup while setup is pending); Run now, Pause/Resume, Clear error, Agent history (a dialog listing revisions with a confirmed Restore), Duplicate, Copy ID, Reset sessions and Terminate are in the actions menu. On Identity, Advanced settings → Load profile switches to an external root only when the root directory and entry file already exist; otherwise the server refuses and the panel shows why.

Open Advanced at /agents/:agentId/advanced for the compact agent YAML configuration. Edit a name, budget, runtime setting, and adapter key; save, reload, and check the ordinary settings and Agent history. Try malformed YAML, an unknown field, omitted settings, a removed adapter key, and a concurrent settings edit. Errors must retain the draft; stale saves return a conflict. Unchanged secret markers must preserve their stored values. Following a link away from a draft must open the Discard unsaved changes? dialog; Back/Forward keeps the browser confirmation. Reload saved discards the draft. Also edit instruction text, skill pins, direct tool installs, channel settings/resources, permissions/trust/project boundaries, secret operations, and API key operations. Verify each result in its owning tab. Revision restore is an isolated save. Default YAML excludes catalogs, inherited definitions, history, and instruction contents. Verify profile-key references, named instruction-file patches (null deletes one file), omitted-setting preservation, and explicit clears. Adding unrelated company profiles must not grow this agent’s YAML. Inherited access and history remain in their owning tabs. An interrupted multi-resource save must report partial progress, preserve returned one-time keys, and require reload before another save. Domain APIs retain their existing authorization; a multi-resource save is not atomic.

For a low-trust agent, open Permissions / Trust → Allowed projects. An operator with agent-management permission can select additional projects and explicitly save them. Existing projects and other containment restrictions remain intact. Cancel discards the draft; a failed save retains it. Reload to verify persistence. This does not start or retry a task.

In /agents/all, select roster checkboxes and choose Edit connection & model. A mixed selection offers one action per harness. Each field is opt-in. The editor previews each changed value and excludes agents already at the target value. Models must be compatible with every selected connection. Failed writes show per-agent errors; Retry touches only the remaining agents. Connection pools and externally managed agents are not editable through this shortcut.

Verify connection-only, model-only, both fields, mixed-harness selection, hidden selections, no-op counts, incompatible models, partial failure and retry. Reload the roster and compare stored settings, including unrelated heartbeat and adapter fields. A concurrent configuration edit must return a conflict. Shared runtime validation, access checks, revisions and audit logging still apply. Live runs retain their existing settings; model changes can reset saved sessions. Connection adoption can require an explicit reset of existing sessions.

organization

Use the roster’s organization view; /org redirects to the roster in the streamlined shell.

personal-primary-agent

Native API discovery explains this human-only profile/crown control and the replacement confirmation. The Chat agent picker opens a conversation; it does not set the person's primary preference. This guidance grants no agent write authority.

Open an agent profile and choose Set as my primary. Inspect its crown on the profile/roster and its position in the Agents sidebar, then open a new task or Chat.

agent-api-keys

Open /agents/:agentId/api-keys → API Keys (by URL; it is not in the agent nav) with an authenticated person who can manage agents. The operator CLI also supports paperclipai token agent create -C <company-id> --agent <agent-id> --name <label>, token agent list -C <company-id> --agent <agent-id>, and token agent revoke <key-id> -C <company-id> --agent <agent-id>.

managed-agent-cli

Use the operator command paperclipai managed-agent setup --company-id <company-id> --profile-key <key> --display-name <name> --api-key-secret-id <company-secret-id> --acknowledge-retention --json. Supply ANTHROPIC_API_KEY through the process environment. Use --agent-id, --agent-version, and --environment-id to adopt resources, or --probe for provider reads without profile persistence. The optional session-list cost ceiling is --max-session-list-cost-usd.

Driving it with Playwright and the Paperclip CLI

Preconditions: follow the baseline. Use a disposable company and supported adapter; hiring may require a formal approval.

hire-agent

Automated: new agent page and configuration form cover mocked UI behavior.

For an agent-owned plugin environment, verify preparation before connecting, same-agent probes, account preservation after an environment change, failed selection-save retry, and switching back while the computer stops. Confirm the setup hold still blocks ordinary work and API key creation before finishing. The setup lifecycle tests exercise durable transitions with synthetic plugin resources; they do not prove live VM provisioning.

Manual: Hire an agent with a distinct name and role. Complete any required approval, reload the roster, and open its configuration. Confirm manager, adapter, and model persisted; run a small task to prove execution readiness.

For a new Codex hire, choose the Codex harness. Automatic selection uses Paperclip Runner on a qualified selected target; Advanced offers an explicit Legacy runner override. Record the persisted runner and underlying harness, rather than treating the displayed Codex name as execution proof. See runtime selection and validation and target qualification.

Repeat with an explicit Legacy Codex hire. If approval is required, compare its reviewed execution configuration before and after restart and activation; approval must retain the reviewed runner. Test an existing Legacy and native agent through an unrelated edit, reload and restart: neither is automatically upgraded.

Creation defaults also apply to API/CLI hires, built-ins, plugins and new team imports. Exports preserve resolved execution choices; a package without a runner choice uses the new-agent default, while updating an existing same-harness agent preserves its execution. For a native Codex import, edit a model or account binding and verify unchanged runtime settings survive; an explicit clear must stay cleared. Use the portability recipe for package preparation and boundaries.

For Claude Code on qualified macOS or GNU/Linux x64/ARM64, submit without a runner override and inspect saved configuration: paperclip_runner, provider: acpx, acpxAgent: claude, and ordinary model claude-opus-5-5. The Advanced runner selector can explicitly choose Legacy. Keep explicit model/account choices and saved runners on edits. Verify useful output and a follow-up after a controller restart; setup success alone does not establish session continuity. Unsupported architectures/libc and unknown environment qualification retain Legacy. Darwin SSH also defaults to Legacy until automatic matching assets are qualified; explicit matching native assets and saved native configurations remain supported. Linux ARM64 cloud-image production remains deferred.

The current hiring wizard assigns the first hire CEO and subsequent hires General reporting to the CEO. Change manager/role afterward through supported configuration. Process/HTTP agents can be created through API/CLI but are excluded from the hiring picker; API fixture creation does not prove this UI journey.

agent-configuration

Automated: instruction service and instruction revisions cover file/revision contracts.

The AI account field regression checks duplicate provider names, account identity in choices and adoption confirmation, the exact selected grant, and disabled unavailable accounts with authorized metadata fixtures. Manually compare a personal API key and shared subscription with the same name in Harness / Runtime. Confirm their method, scope and available identity before saving. Reload the saved choice and verify the next eligible task uses it; labels alone do not establish credential validity or change account access.

Manual: Save a harmless instruction edit, reload, and verify its revision and effect in the next eligible run. Pause and resume the disposable agent; confirm pause prevents new work and does not erase previous runs.

For failed setup, use an unavailable model or invalid command on a disposable agent. Confirm the profile names the failed verification step and gives a relevant action. Check that it explains that verification is paused and offers Retry now. Fix the configuration, retry, and reload; the failure must disappear only after readiness commits. Provider output and credentials must not appear in the lifecycle message.

An explicit runner change is a configuration change, with normal revisions and session invalidation. Obsolete Claude tuning options (including maxTurnsPerRun) are ignored with a field-specific warning; permission, network, filesystem and command incompatibilities still produce an error. Selecting another runner must not silently discard security settings or change an active run's recorded execution. Keep runner choice in Advanced and verify the next eligible run separately from historical transcripts.

Existing legacy Claude, Codex, and Grok Build agents on qualified default environments, or probe-capable Daytona snapshots / immutable sandbox images, show Upgrade runner above their configuration. Verify a company owner with agents:configure and no instance-admin role can qualify the saved computer and upgrade. A caller without configuration permission must be denied before a probe starts. Exercise that action with pending edits and an environment-variable draft. An unsaved change to a different effective computer must disable the action and explain that the computer change must be saved first; restoring the saved target must re-enable it. Reopen the page and compare the saved harness, model, account bindings, instructions, and run policy. Check a saved maxTurnsPerRun: 1000: upgrade must warn and remove it. Test an initially unqualified Daytona Paperclip Computer: click must probe, record qualification, refresh availability, and only then save. A failed probe or changed selection must leave the agent on Legacy. Check a rejected permission setting, repair it, and retry. Verify a real task before and after migration, including its output, preserved history, and fresh session. The notice must stay absent for native agents, other harnesses, and unsupported targets. Discovery failure must not imply that an upgrade is available. Navigate to another agent while an upgrade is pending. Its result must stay with the original agent, without showing success on the new page or redirecting back. Focused coverage: save receipt and configuration form.

For an existing native agent on a Daytona snapshot or immutable sandbox image, use Test in its saved Harness or Runtime configuration after a managed computer update. This action qualifies the saved computer under the existing agent configuration permission before testing the runtime. A current proof must remain unchanged. A missing proof requires a real successful probe and verified cleanup. Failed qualification must stop the runtime test. Unsaved configuration or a different computer must not qualify a draft target. A company owner must not need instance-admin permission, and the generic environment probe must remain restricted. Existing runs retain their recorded allocation and snapshot binding.

Storybook: Runner upgrade mounts the production page and shell with mutable HTTP fixtures for both harnesses, pending, failure/retry, incompatible settings, repair, native/unsupported states, and mobile/light presentation. Fixture success does not establish real migration or provider execution.

organization

Automated: org chart is component evidence. Built-in setup also has configuration modal tests.

Manual: Inspect a manager and report, change the relationship through the offered controls, and reload both views. Exercise a rejected invalid relationship. Configure a built-in agent and verify it retains its required identity and restrictions.

personal-primary-agent

Automated: primary-agent context and primary-agent routes cover selection, company/user scope, and request contracts.

Manual: Select an available agent, reload, and inspect the retained personal choice. Replace it and verify confirmation is required. Leave or terminate the selected agent through permitted controls and inspect the unavailable/cleared state. Switch company/user to check isolation. Open a task and Chat with a valid draft or recent selection; verify those explicit choices take precedence over the primary fallback. Opening Chat must not start execution.

agent-api-keys

Automated: CLI token tests mock create/list/revoke. Cross-tenant routes, agent permissions, and authentication middleware cover company/key ownership, management permission, responsible-user binding, and denial. They do not prove a browser-created key working against a live instance.

Manual: As an authenticated person with agents:create, create a named key for an eligible disposable agent and copy it privately from the once-only display. Make a harmless same-company agent request with that bearer, then reload the Keys tab and verify only metadata remains. Revoke the key through UI or CLI, reload, and retry the exact same bearer: authentication must fail. Inspect key-created/key-revoked activity without token values. Test a board person lacking agent-management permission, an agent caller, another company’s agent, a different agent’s key ID, and a pending-approval/terminated target. A created key without a real responsible-user binding is a failed acceptance prerequisite, not a working credential.

Sources: Keys tab, key routes, key service, authentication, and CLI token commands.

managed-agent-cli

Automated: Managed-agent CLI uses mocked provider/API responses. Profile route authorization and remote profiles cover actor/company checks and qualification. They do not establish provider provisioning or a useful managed task.

Manual: Start with known adopted provider IDs in an authorized disposable provider account. Run --probe and verify only provider reads: no resources are created and no Paperclip profile is written. Reject unsafe tools/network/package configuration, an unsupported model, duplicate profile matches, a missing retention acknowledgement, and a malformed secret UUID. During persistence, reject missing, inactive, or foreign-company secret references. Then create or adopt a locked profile in a disposable company; inspect its pinned version, model, environment, retention attestation, and cost ceiling through the profile API. Repeat setup and verify resource reuse. Reject viewer/agent writes and foreign-company references. Qualify useful task execution separately through the runtime recipe; a successful probe is not execution acceptance.

Sources: Managed-agent CLI, profile routes, profile service, and runtime validation.

Gotchas

• Managed-agent probing is read-only at the provider and does not persist a Paperclip profile. The explicit retention acknowledgement remains required even for probe.

• Agent keys, human CLI tokens, and personal assistant OAuth grants are different credentials. Never include a key’s plaintext token in screenshots, logs, or verification artifacts.

• A roster entry is not proof of an authenticated or invokable adapter.

• Pending hires may live in approval/task surfaces rather than the active roster.

• Skill and tool grants are separate: see skills and app permissions.

• A personal primary agent is a per-user/company preference. It does not change reporting lines, stars, permissions, or another person's primary agent.

connect-grok-bot

Choose Invite an external agent → Grok Bot, identify the Bot by its desktop name, connect its remote MCP plugin, configure a webhook-only routine, and verify delivery plus authenticated reply. Save & exit resumes the same agent. Keep pairing codes in browser authorization and routine credentials in Paperclip’s fields. A working Bot web URL is not required.

Prerequisites: authenticated public HTTPS, Assistant connections (MCP), Paperclip Runner and Grok Bot experimental settings. Cloud uses its normal managed Runner environment. Provider usage is unknown. Routine uncertainty blocks new assignments until explicit inspection and recovery; stopping work revokes Paperclip authority without confirming remote termination.

Evidence: source implementation and focused protocol tests; real provider assigned/proactive workflows and deployed managed acceptance remain release gates.

Documentation scope: Agents, organization, and runtime setup

Per-harness/model/account capabilities, every instruction-file error, and complete built-in-agent lifecycle variants remain separate qualification matrices.