## Thinking Path > - Paperclip manages AI agents and their paid work. > - Budgets must prevent new work and stop reported overruns. > - Cost settlement also ran serial lifecycle reconciliation for every eligible company agent. > - That made request latency grow with unrelated idle agents and delayed results on stop delivery. > - This change separates atomic admission and accounting from durable asynchronous enforcement. > - Scoped live usage detects overruns without writing provisional ledger charges. > - The result is constant query scope for ordinary settlement and recoverable stop delivery. ## Linked Issues or Issue Description **What happened?** Settlement and budget checks entered company-wide lifecycle reconciliation. A company with 1,000 unrelated idle agents performed 1,001 accounting transactions for one ordinary cost evaluation. User requests could also wait for provider termination. Running usage checkpoints did not enforce reported monetary exposure. **Expected behavior** Keep the final reservation gate authoritative. Commit charges, scope blocks, and enforcement intent before returning. Deliver stop requests after commit. Read only applicable policies and execution scopes for ordinary charges. Stop long-running work when supported reported or priced usage establishes an overrun. **Steps to reproduce** 1. Create a disposable company with one company budget and idle agents. 2. Evaluate a charge below the budget with 0, 17, and 1,000 unrelated idle agents. 3. Compare query counts, company accounting transactions, and duration. 4. Use the controlled partial-usage and delayed-stop fixtures to check enforcement and request responsiveness. **Paperclip version or commit** The measured baseline is `6c9b87d0922f1ebfc43e8b0c36889ac5ba7b9837` from `master`. Related public work: Refs #16976, #2006, #3539, #13763, #14296, #16853, #13075. These cover the affected service charge, cancellation, and accounting paths. This change removes their shared reconciliation overhead. ## What Changed - Batch applicable policy exposure under the existing company accounting lock. Preserve exact fractional money and zero-reservation dispatch fences. - Commit a durable final budget dispatch claim before provider I/O. Retain a separate final issue/run ownership transaction through synchronous handoff, without holding the company accounting lock or awaiting provider work. Preserve native recovery lease checks and duplicate handoff fencing. Browser handoff rechecks current policy; it reuses a consumed rate slot only for the identical policy generation. - Separate ledger spend, live observed spend, and effective held capacity. Use the maximum of reservation and live observation for each unfinished operation. - Deliver budget cancellation through the existing coordinator. Revalidate generations and persist queued/running stop fences before external termination. Bound stop concurrency to four. - Apply agent holds only to the affected agent. Project budgets leave other projects running. Project real company transitions in bounded lifecycle batches. - Replace periodic broad reconciliation with durable pending work, startup repair, receipt replay, and concrete retry/window deadlines. Retain drain and idle-safety checks. - Enforce accepted cumulative usage checkpoints without provisional charges. Final accounting atomically replaces live exposure and settles reservations. - Add operator-gated budget spans, regression coverage, map updates, and a real-PostgreSQL comparison harness. No schema or first-party telemetry change. ## Verification - Full workspace `pnpm -r typecheck` passes on the final ownership fix, rebased onto `bbcf5dfe98`. Production `pnpm build` passes on final head `4c5f4de8b1`. Map, module-boundary, token, and Storybook catalog checks pass. - Focused real-PostgreSQL coverage includes the 292-case rebased accounting/dispatch run, 63 browser cases, 52 run-control/cancellation cases, 42 policy-generation cases, 77 lifecycle/commentary cases, and the exact Muse confirmation regression. Native executor unit coverage passes all 768 cases. Final ownership coverage passes: 74 adapter/use-case cases, nine public regression cases, and the additional deleted-project race. These exercise competing ownership, budget changes and charges between phases, zero/nonzero duplicate claims, rollback, recovery contention, read-only capacity rechecks, and controlled HTTP startup after commit. Another 74 pure/startup/tracing cases pass. The complete CI matrix and both 5/5 reviews passed on `1ac9b58`; its external security scan identified a stale-owner handoff race. The final fix restores synchronous issue/run ownership fencing after the accounting transaction commits. Final head `8e84f55ce8` has fresh Greptile 5/5 with zero new comments, Paperclip review 5/5, and a passing security scan. The complete latest-head [CI matrix](https://github.com/paperclipai/paperclip/actions/runs/39535189808) passes, including budget, browser, Runner, build, and canary jobs. The unchanged Runner close fixture passed on its sole same-head job retry. - Broad local `pnpm test:run` invocations were stopped before required source updates (rebase and review fixes). They are not claimed as full passes. Final full-suite coverage comes from the complete latest-head CI matrix; local focused coverage and the incomplete broad invocations are reported separately. - Reproduce performance with `pnpm --filter @paperclipai/server exec tsx ../scripts/benchmark-budget-enforcement.ts --baseline-ref=6c9b87d0922f1ebfc43e8b0c36889ac5ba7b9837`; repeat with `--reverse`. The harness uses disposable real PostgreSQL, 20 warm samples per variant/count, and records raw timings, SQL/lock counts, agent reads, unchanged agent state, and query plans. Final production-source measurement revision: `eff713a4f72c7f4b7a4002a701cb481d4bfccd95`; the extended harness is committed in `4c5f4de8b1`. | Unrelated idle agents | Baseline median / p95 | New median / p95 | Baseline SQL / locks | New SQL / locks | New agent reads | | --- | ---: | ---: | ---: | ---: | ---: | | 0 | 1.80 / 2.33 ms | 2.99 / 3.88 ms | 5 / 1 | 7 / 1 | 0 | | 17 | 15.53 / 19.55 ms | 2.24 / 2.60 ms | 90 / 18 | 7 / 1 | 0 | | 1,000 | 978.35 / 1,790.43 ms | 2.16 / 2.52 ms | 5,005 / 1,001 | 7 / 1 | 0 | - These measurements use local PostgreSQL 18.1 and Node 26.4.0 arm64. They isolate the cost-evaluation core and complete admission path, without hosted-region or provider latency. Prior-revision reversed-order controls also preserved the constant query counts; the final measurements above use the final production source. - Complete reserve → final ownership gate → immediate offline provider result is measured separately, with one responsible agent and one active operation at each unrelated-agent count. Admission p95 baseline/new: 0 agents **11.54 / 29.77 ms**; 17 agents **9.31 / 27.62 ms**; 1,000 agents **24.51 / 74.05 ms**. Baseline admission was already scoped; the stronger final fence adds bounded overhead. New counts stay constant at 53 Drizzle statements, three transactions, two company-accounting locks, and five agent-reading statements bound to the responsible agent. Zero unrelated-agent reads, exactly one provider callback per sample, and no leftover runs or holds. All admission scenarios stay below 250 ms. No external provider calls are included. - The partial-usage/delayed-termination fixture passed 20/20: receipt persistence p95 13 ms, receipt return to observed durable Stop fence p95 28 ms, complete receipt-start-to-fence p95 50 ms, unrelated database request p95 1 ms while termination was blocked. After releasing the controlled termination fixture, acknowledgement p95 was 14 ms. These are separately measured phases; fixture acknowledgement is not live-provider termination latency. - Models and provider deadlines are unchanged. No deployment, live inference, or staging acceptance is claimed. A quiet 30-minute follow-up waits for the merged revision on staging, then repeats classifier and controlled budget-stop acceptance in staging, recording hosted bookkeeping, queue delay, and actual provider acknowledgement separately. - Development failures retained: finalizer notification regressions (fixed; 27/27 affected cases passed), invalid browser admission fixture assumptions (fixed; browser coverage now passes 63/63), and first-head lifecycle/dispatch CI regressions (reproduced and repaired). A prior-head Cases E2E test hit its unchanged announcement-dismiss handler race while opening a filter; the same journey passed on `1ac9b58`. The external security review then found a stale-owner race between accounting commit and provider entry; final verification covers a competing run in that gap while retaining provider I/O outside the accounting lock. Early PostgreSQL startup attempts hit local semaphore pressure; serial reruns succeeded. The final-head Runner lane had one failure among 1,823 tests: the unchanged `timeout-attachment` fixture failed at its first process close after 6.28 seconds. The sole same-head job retry passed all 1,819 active tests (four skipped), including that fixture in 1.85 seconds. Three isolated local probes could not run correctly because the Rust fake-provider fixture binary was absent; cleanup masked the original startup failure. CI builds that fixture through its normal lane. These probes are inconclusive and are not counted as passes. ## Risks - This changes accounting, lifecycle, and cancellation ordering. Durable generations, source/sequence checks, ownership leases, and company locking remain required for correctness. - Provider stop acknowledgement can be slow or fail. Stop intent remains pending until existing termination proof succeeds; cancelled row status alone does not acknowledge delivery. - Mid-run limits depend on provider usage reports or supported price calculations. Providers that report only at completion cannot provide exact mid-call detection. - Signals are process-local wake hints for the supported single-active-writer model. Durable state and startup recovery remain authoritative. - There are no migrations, new queue tables, or cached balances. Repeat the classifier and controlled budget-stop acceptance after normal rollout. ## Model Used OpenAI Codex, based on GPT-6, with reasoning, tool use, code execution, and parallel coding agents. The host does not expose the exact backend model revision or context-window size, so those values are not asserted. ## 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>
Paperclip feature map
Start here when reproducing a user-facing bug, verifying a change, or deciding which surfaces a fix must cover. Each recipe describes what a person can do, where they can do it, the expected result, and the evidence needed to verify it. Product behavior is still governed by the implementation spec.
The sibling agent access map records APIs, agent entry points and permission boundaries for the same capability IDs. Follow the shared map contract when maintaining either map.
IDs and references
Use the existing IDs in issues, PRs, Storybook annotations, tests, and verification evidence:
| Reference | Example | Defined by |
|---|---|---|
| Feature ID | onboarding |
The recipe filename without .md. |
| Capability ID | onboarding/company |
The feature ID plus a key from its Sub-features list, separated by /. |
| Entry-point reference | onboarding.md#web-wizard | The recipe filename plus its entry-point heading. The local entry-point ID is web-wizard. |
For example, report verifying onboarding/company through web-wizard.
Capabilities describe behavior; entry points identify the surface used to exercise
it. Entry-point IDs are separate from generated capability IDs. Both maps and
Storybook use the same full capability IDs. Each child page states its feature
ID; recipe bullets show the full capability ID beside the local key, and access
companions show it beneath the local heading. Local keys remain unchanged for
parsing and existing anchors.
Keep recipe filenames, sub-feature keys, and entry-point keys stable when changing display titles or navigation. Renaming a filename or key changes its references. The section headings below are navigation labels, not additional IDs.
Browse features
Use this index to open a recipe or copy its feature and full capability IDs.
Getting started and access
| Feature ID | Recipe | Capability IDs |
|---|---|---|
onboarding |
Onboarding and first work | onboarding/instance, onboarding/company, onboarding/adapter, onboarding/first-task, onboarding/resume |
access |
Login, invitations, and access | access/login, access/invitations, access/membership, access/resources, access/cli-auth |
companies |
Companies and portability | companies/selection, companies/identity, companies/decision-models, companies/prompt-injection-prevention, companies/fast-responses, companies/agent-observability, companies/archive, companies/portability |
Tasks and conversations
| Feature ID | Recipe | Capability IDs |
|---|---|---|
tasks |
Task creation and lifecycle | tasks/create, tasks/organize, tasks/properties, tasks/discussion, tasks/completion, tasks/privacy |
task-coordination |
Delegation, dependencies, and signoff | task-coordination/delegation, task-coordination/dependencies, task-coordination/signoff, task-coordination/tree-control |
inbox-search |
Inbox, decisions, and search | inbox-search/views, inbox-search/triage, inbox-search/decisions, inbox-search/search, inbox-search/toasts |
agent-chat |
Agent conversations and project handoff | agent-chat/discovery, agent-chat/history, agent-chat/handoff, agent-chat/conference-room |
questions-and-approvals |
Questions and approvals | questions-and-approvals/questions, questions-and-approvals/dismiss-and-reopen, questions-and-approvals/confirmations, questions-and-approvals/plan-review, questions-and-approvals/audience, questions-and-approvals/governance, questions-and-approvals/tool-review, questions-and-approvals/continuation |
steering |
Steering and queued messages | steering/queue, steering/edit-order-discard, steering/steer, steering/interrupt, steering/stop-and-pause, steering/drafts, steering/approval-queue |
documents-artifacts |
Documents, attachments, and work products | documents-artifacts/documents, documents-artifacts/annotations, documents-artifacts/attachments, documents-artifacts/work-products, documents-artifacts/library |
Agents and reusable capabilities
| Feature ID | Recipe | Capability IDs |
|---|---|---|
agents |
Hiring, configuration, and organization | agents/hire, agents/grok-bot, agents/instructions, agents/organization, agents/primary-agent, agents/lifecycle, agents/built-in, agents/api-keys, agents/managed-agent-setup |
runs-adapters |
Runs, harnesses, and model accounts | runs-adapters/availability, runs-adapters/validation, runs-adapters/runs, runs-adapters/session |
skills |
Skills and Skill Studio | skills/discovery, skills/authoring, skills/versions, skills/policy, skills/testing |
teams |
Team packages and installation | teams/discovery, teams/preview, teams/install, teams/configuration |
Projects and execution
| Feature ID | Recipe | Capability IDs |
|---|---|---|
projects |
Projects and repositories | projects/lifecycle, projects/task-context, projects/repositories, projects/defaults, projects/privacy |
goals |
Goals and work alignment | goals/hierarchy, goals/alignment, goals/navigation |
workspaces |
Workspaces, services, and files | workspaces/binding, workspaces/provisioning, workspaces/services, workspaces/files-git, workspaces/closure |
execution-environments |
Execution environments | execution-environments/configuration, execution-environments/capabilities, execution-environments/probe, execution-environments/assignment, execution-environments/images |
recovery |
Recovery | recovery/diagnosis, recovery/bounded-continuation, recovery/source-action, recovery/exhaustion, recovery/workspace, recovery/unknown-outcome, recovery/user-continuation, recovery/reconnect |
Apps, channels, and extensions
| Feature ID | Recipe | Capability IDs |
|---|---|---|
connection-setup |
Connection setup | connection-setup/catalog, connection-setup/identity-and-access, connection-setup/credentials, connection-setup/handoff, connection-setup/draft-recovery, connection-setup/task-request, connection-setup/channel-setup, connection-setup/failure |
assistant-connections |
Assistant connections (MCP) | assistant-connections/setup, assistant-connections/consent, assistant-connections/device-login, assistant-connections/client-use, assistant-connections/revocation |
app-permissions |
App access and action permissions | app-permissions/agent-access, app-permissions/action-policy, app-permissions/catalog-change, app-permissions/test-action, app-permissions/account-maintenance |
chat-channels |
External chat and email | chat-channels/providers, chat-channels/identity, chat-channels/conversation, chat-channels/attachments, chat-channels/lifecycle, chat-channels/outbound-email |
gateways-profiles |
Tool gateways and access profiles | gateways-profiles/gateway, gateways-profiles/profiles, gateways-profiles/client-connect, gateways-profiles/tokens, gateways-profiles/activity |
secrets |
Secrets and proposals | secrets/company-secrets, secrets/user-secrets, secrets/proposals, secrets/vault-import, secrets/runtime-delivery |
plugins |
Plugins | plugins/installation, plugins/configuration, plugins/contributions, plugins/lifecycle |
Automation and structured work
| Feature ID | Recipe | Capability IDs |
|---|---|---|
routines |
Routines, schedules, and triggers | routines/definition, routines/triggers, routines/run-now, routines/history, routines/management |
cases |
Cases | cases/browse, cases/structure, cases/history, cases/task-links, cases/handoffs |
status-cards |
Status cards | status-cards/authoring, status-cards/generation, status-cards/inspection, status-cards/archive |
Oversight and operation
| Feature ID | Recipe | Capability IDs |
|---|---|---|
budgets-costs |
Costs and budgets | budgets-costs/cost-reporting, budgets-costs/budgets, budgets-costs/incidents, budgets-costs/resolution, budgets-costs/subscriptions, budgets-costs/accounting-recovery |
activity |
Dashboards and audit trails | activity/overview, activity/activity, activity/runs, activity/routine-audit, activity/timeline, activity/agent-commentary |
navigation-preferences |
Navigation, profile, and announcements | navigation-preferences/navigation, navigation-preferences/preferences, navigation-preferences/profile, navigation-preferences/announcements, navigation-preferences/fallbacks, navigation-preferences/command-palette |
instance-operations |
Instance operations | instance-operations/install-update, instance-operations/server-service, instance-operations/configuration, instance-operations/diagnostics, instance-operations/backup, instance-operations/runtime-setup |
cli-operations |
CLI/API and local worktrees | cli-operations/context, cli-operations/domain-commands, cli-operations/outputs, cli-operations/run-controls, cli-operations/worktree-instances, cli-operations/feedback-export |
Contributor surfaces
| Feature ID | Recipe | Capability IDs |
|---|---|---|
developer-labs |
Developer previews and diagnostic labs | developer-labs/design, developer-labs/interaction-labs, developer-labs/performance, developer-labs/route-gates |
Open the published Storybook guide for the assembled feature and capability index. The Markdown recipes in this directory are the authored source. Each has a same-named agent-access companion.
Run node scripts/storybook-catalog.mjs to generate local navigation in
maps/generated/feature-map.md, maps/generated/agent-access-map.md, and the
Storybook guide. Recipes are discovered automatically from their navigation
metadata; generation does not depend on this high-level index.
Before driving a journey
- Use this checkout's isolated test drive for manual product checks. It creates a temporary instance and prints its URL and data directory. Do not guess that a server on port 3100 belongs to you.
- Record the commit, URL, company, login role, relevant experimental settings, adapter, runtime mode, and live versus simulated dependencies. Use disposable tasks and provider resources. A fresh test drive creates a company and CEO, but no task or first run.
- Use the current navigation and company prefix. Paths in recipes omit that prefix. Record whether the streamlined or production shell is selected; Agent Chat, chat connectors, and the combined Inbox/Tasks view have separate gates. A hidden surface is an unmet prerequisite, not a successful test.
- Run the smallest relevant test first. Vitest commands below run from the repository root after installing dependencies. Playwright recipes use their named configuration and its isolated environment, not an unrelated running instance. Reserve expensive runner/provider tests for the behavior at issue.
- Exercise the actual user action, inspect its result, reload, and verify the persisted state or continuation. Use read-only API checks to corroborate UI evidence; creating state through the API does not prove the creation UI.
For agent-driven acceptance work, start with the Paperclip verification skill for an isolated launch, ownership/readiness checks, browser driving, evidence, and cleanup. It uses this directory as its feature map. The existing dev-workspace run/verify skill and evaluation skill describe runtime ownership and evidence handling. Reuse them; this map introduces no environment launcher, credentials, scheduled job, or second test framework.
Evidence contract
Report each entry point as passed, failed, blocked (with its missing
prerequisite), or not run. Include the feature ID, full capability IDs and
entry-point ID (for example, onboarding/company through web-wizard), plus the
recipe link, commit/environment, user action, expected and observed result,
command/exit code, and evidence links. Screenshots or traces should show both the
action and the discriminating result. Include task/run/request IDs when relevant,
without secrets.
A fix is verified across its affected surfaces only when each has evidence or an explicit reason it does not apply. Shared code alone does not prove parity. Keep product regressions visible; do not change the recipe to bless a failure. For Paperclip-assigned work, attach evidence through the artifact workflow.
Inventory and remaining depth
The generated maps/generated/coverage.json lists the current non-test TSX page
modules and the recipes that directly reference each one. An unreferenced module
is a documentation candidate, not proof that its feature is absent or untested.
Remaining workflow limits live in each recipe. Inventory and example associations
describe documentation scope, not runtime health.
Maintaining the reference
The map documents user journeys. It does not execute them automatically; generated inventories record documentation scope rather than live test health. Product E2E reports reuse these capability IDs through the journey associations. Their coverage view shows which scenarios in a campaign are linked to each capability and the associated test results. An association or passing scenario does not certify the whole capability; unselected and unmapped journeys remain distinct.
When maintaining a recipe, compare its entry points and expected results with
the current source. Check that linked tests still exercise the stated behavior
and that local references still exist. Keep the same-named agent access companion
and stable sub-feature IDs aligned when behavior or access changes. Source-only
access inventory remains distinct from live verification. Run
node scripts/check-maps.mjs after map edits for structural/reference checks;
follow the shared contract for the source and behavioral checks it cannot perform.
Each recipe starts with a small frontmatter navigation record, then an H1:
---
navigation: {"section":"Tasks and conversations","sectionOrder":20,"order":10}
---
The H1 supplies the feature title, and the first paragraph supplies its summary. Orders are local to the section; leave gaps for additions. Equal orders use the stable filename as a tie-breaker. Keep a section's name/order consistent across its recipes. Discovery uses the recipe and companion; keep the readable ID index above aligned when features or capability IDs change.
Optional ### Storybook verification guidance lives inside the recipe's Gotchas
section. Each level-four heading contains a backtick-quoted capability key and
has Scope (ui, cli, or browser),
Storybook, Production, and Sources fields. These are verification instructions
and intentional scope limits, not run results or a required story for every API.
The generated gap report combines this guidance with current story associations.
After frontmatter, each recipe starts with an H1 and a user-visible description, then exactly:
- Sub-features — stable backticked local keys, full capability IDs, and observable behavior/states,
such as
- `company`: `onboarding/company` — create a company. - How to get to it (user POV) — one H3 backticked entry-point ID per surface.
- Driving it with — starts with
Preconditions:; repeat each entry-point H3, withAutomated:andManual:paragraphs. Name test scope and gaps honestly. - Gotchas — misleading look-alikes, feature gates, and invalid evidence.
New or updated entries follow
Poteto's feature-map examples.
Existing entries with a Driving it heading can adopt the named harness when
their recipes are updated. The original format was inspired by
Omnigent's feature map.
Paperclip's recipes and checks follow its own task model and test infrastructure.