<!-- entire-trail-link-start --> https://entire.com/gh/paperclipai/-/trails/147/changes/paperclip/147 <!-- entire-trail-link-end --> ## Thinking Path > - Paperclip is the open source app people use to manage AI agents for work. > - People coordinate work through conversations, tasks, and requests for input. > - These surfaces must share task state and preserve the context of each decision. > - The existing workspace makes people switch surfaces to follow that context. > - This pull request adds an optional Coordinator workspace with linked conversations, tasks, documents, and decisions. > - Each person can enable it in Settings > Experimental and return to the classic workspace. > - The benefit is a coherent path from a request to an assigned task and reviewed work. ## Linked Issues or Issue Description **Subsystem affected** UI, server, shared contracts, and database. **Problem or motivation** People need a consistent way to start tasks from agent conversations, answer questions, review work, and return to the source context. Decisions and task state must agree across these surfaces. **Proposed solution** Add a personal, default-off workspace experiment. Keep one conversation per agent. Add task proposals, compact task and decision cards, contextual document panels, and a Needs You queue with search, filters, sorting, grouping, and history. **Alternatives considered** Replacing the classic workspace for everyone would remove the opt-out path. Keeping separate decision state in each surface would create conflicting answers. This change uses the existing canonical task and interaction records instead. **Roadmap alignment** This supports the existing agent chat, task management, and human review capabilities. It is an experimental presentation choice. The user requested this isolated implementation after design review. No Discord discussion is claimed. ## What Changed - Add per-person workspace preferences, a default-off setting, and an additive migration. - Add Coordinator navigation, pinned destinations, task lists, agent switching, and contextual panels. - Link task suggestions and creation to the source conversation. Default new task ownership to the current agent unless the user specifies another owner. - Share pending questions, decision receipts, exact review targets, and history across tasks, chat, and Needs You. - Preserve task access, assignment authorization, revision binding, and required output review gates. - Add compact document links, relative timestamps, composer controls, and reduced-motion support for task and decision transitions. - Add component stories, regression coverage, and capability-map documentation. ## Verification - Final head: `4b839aae1e314bd7e8635a766f1d205ff1c03ba6`, based on master `8bc051245f77a47bee0f8ba45896b8bfa5922e0a`. Verified October 29, 2026 at 00:10 UTC: **MERGEABLE, 56 checks passed, four conditional skips, no pending or failed checks**. [Current CI run](https://github.com/paperclipai/paperclip/actions/runs/40790639688) passed without a rerun on this head. - Fresh Greptile **5/5**, zero new comments and zero open review threads; Superagent passed with no suspicious changes. [Checks](https://github.com/paperclipai/paperclip/pull/17983/checks). - Local workspace typecheck/build passed after the latest rebase. The final account-read patch passed UI typecheck/build and all 12 related preference/settings tests, including a delayed real-client request across account changes. Earlier scoped checks cover review deduplication/replay, decision deep links, cross-surface state, access boundaries, and migration replay. - Local database/browser rechecks after the latest rebase were limited by exhausted macOS shared-memory IDs: `initdb` failed before database creation. The local run passed 31 UI/snapshot tests and skipped 24 database tests; those skips and the blocked local browser start are not claimed as passes. The independent Linux CI database and browser checks passed. No running dev database or host setting was changed. - Upstream migration 0403 is preserved. Preferences and durable review retry aliases are generated as replay-safe migrations `0404_tense_silver_sable.sql` and `0405_harsh_avengers.sql`; five newest snapshots are retained. Every detected conflict was rebased and pushed before waiting for CI/review, as requested. - The PR is unmerged. The active master ruleset still requires code-owner approval for the changed Paperclip skill; no approval or rule change was performed. <details> <summary>Earlier verification failures, integration history, and evidence</summary> These entries preserve prior checkpoints and failures; the current acceptance result is above. - Focused UI and server checks from the isolated build are recorded in the implementation plan. - Browser checks covered the opt-in shell, navigation, task/document links, and decision card states. No new live provider trial is claimed for this handoff. - Current acceptance head: `4b839aae1e314bd7e8635a766f1d205ff1c03ba6`, rebased onto master `8bc051245` immediately after its GitHub review-repair migration took 0403. Preferences are generated as idempotent `0404_tense_silver_sable.sql`, preserving upstream SQL/journal/snapshot history and five newest snapshots. GitHub reports MERGEABLE after the immediate lease-protected push. Scott's updated instruction is to rebase and push every conflict resolution first, without waiting for CI or Greptile; verification follows the push. - The final reviewed feature tree was consolidated for repeatable single-commit rebases. The complete previous commit history remains reachable through local recovery ref `codex/coordinator-recovery-before-rebase-20261028` (resolved snapshot `0e1bbdf4e`). The actual rebase completed, and its tree hash exactly matches that resolved snapshot. The force-with-lease required the known remote head `0e6ef7c44`, protecting against concurrent branch changes. No PR merge or permission/runner setting change occurred. Fresh CI/review are in progress for the current head. - `2001132fa` received Greptile 5/5 with one nonblocking account-switch read finding. Current head detaches path-coalesced preference GETs and disables HTTP caching, retaining React Query's account-scoped sharing. A delayed real-client GET regression proves account B can load its saved choice before account A responds, and A's late response only updates A's cache. Preference/settings tests 12/12 and UI typecheck passed; its review thread is resolved. Fresh current-head CI/reviews are pending. The prior CI chat shard 3 ended with “The operation was canceled” and no assertion failure ([job 123171595631](https://github.com/paperclipai/paperclip/actions/runs/40789688333/job/123171595631), `/tmp/pr17983-2001132-chat3.log`); no code/timeout change is attributed to that cancellation. - `843e823b4` reached fresh Greptile 5/5 with zero comments/open threads and Superagent pass. All browser tests including the repaired YAML shard passed, and 54 checks passed. General server shard 9 ended with “The operation was canceled” and no failed assertion; its test step was marked cancelled (job [123164350893](https://github.com/paperclipai/paperclip/actions/runs/40787501761/job/123164350893), log `/tmp/pr17983-843e-server9.log`). A single unchanged-head rerun was started after the workflow completed, but master moved while it ran. A local nested-clone check timed out in its 30-second database-startup hook and then failed cleanup before the 20 database cases ran; this is retained as a local verification limit (`/tmp/pr17983-843e-nested-clone-check.log`), not claimed as a pass or proof of the CI cancellation cause. - Following Scott's instruction, the new conflict was rebased and pushed immediately without waiting for that rerun. Upstream's `0403_natural_cerise.sql` is preserved; regenerated preferences and retry-alias migrations are `0404_tense_silver_sable.sql` and `0405_harsh_avengers.sql`, replay-safe with five newest snapshots retained. The YAML helper conflict combines upstream's click and header behavior with the editor-selection guard and injected regression. Recovery ref `codex/coordinator-recovery-843e823b4` preserves pre-rebase work. Current head is MERGEABLE. Full workspace typecheck/build passed; UI and snapshot checks passed 31 tests, but 24 database tests were skipped by the local support probe, and the local browser server could not initialize PostgreSQL. A direct disposable `initdb` diagnostic established the host limitation: `could not create shared memory segment: No space left on device` (`shmget`, shared-memory IDs exhausted, not disk space). No dev database or host setting was changed. Diagnostics: `/tmp/pr17983-2001132-initdb-probe.log`, `/tmp/pr17983-2001132-db-probe.log`; checks: `/tmp/pr17983-2001132-tests.log`, `/tmp/pr17983-2001132-browser.log`, `/tmp/pr17983-2001132-types.log`, `/tmp/pr17983-2001132-build.log`. These local skipped/blocked checks are not claimed as passes; fresh CI on independent runners is in progress. - `d18f683cd` reached fresh Greptile 5/5 with zero comments/open threads and Superagent pass, but [E2E shard 7](https://github.com/paperclipai/paperclip/actions/runs/40785966243/job/123159719925) failed parsing an Advanced YAML clipboard read beginning with “Skip to Main Content.” The log is retained at `/tmp/pr17983-d18f-e2e7.log`. Current head hardens the test helper to verify editor focus and selection, clear stale clipboard content, and require the YAML header at the start of a fresh copy before parsing. Saved-state assertions and timeouts are unchanged. All six Advanced YAML browser journeys passed on a disposable local instance (41.0s); the exact lost-response journey also passed with a one-time injected surrounding-page copy, verifying rejection/reacquisition (17.6s). The precise browser focus/clipboard timing in CI remains unproven; the observed invalid-read path is now guarded and deterministically exercised. Logs: `/tmp/pr17983-yaml-clipboard-scope-browser.log`, `/tmp/pr17983-yaml-clipboard-injected-browser.log`. Fresh current-head CI and reviews are pending. - `19e6dcb0b` passed Superagent and Greptile 5/5, with one nonblocking deep-link finding. Current head preserves attention links using `?decisionId=`: the requested pending decision is rendered even beyond the first 40 cards, focused and scrolled into view, then only that parameter is consumed so later refreshes do not refocus. Other URL parameters remain. Needs You tests 10/10 and UI typecheck passed; its review thread is resolved. The preceding post-rebase regression run passed 45/45 tests. Fresh current-head CI/reviews are pending. - `6d772b7cc` reached Greptile 5/5 with zero comments/open threads and Superagent pass. While 32 checks had passed, master moved and caused a documentation conflict in `maps/feature-map/onboarding.md`. Rebased immediately, preserving both onboarding paragraphs. The complete four-commit branch was pushed as `19e6dcb0b` before waiting on CI/review, per Scott's instruction. A transient Git index lock interrupted the first continue; the command sequence briefly pushed intermediate `34e298c07`, then the completed rebase was immediately pushed. All feature and security/retry fixes are present; local recovery ref `codex/coordinator-recovery-6d772b7cc` preserves the pre-rebase history. The only tree differences from that ref are upstream's two smoke-test files and the combined documentation paragraph. GitHub reports MERGEABLE. Fresh current-head verification is in progress; prior-head review results are not current acceptance. - `21efa3120` passed Superagent but Greptile scored 4/5 for a valid retry-key persistence bug: an acknowledged duplicate key could reopen a resolved review. Current head adds an additive, replay-safe `0404_light_swarm.sql` migration for indexed, task-scoped aliases from acknowledged retry keys to the canonical interaction. Alias registration and retry lookup occur under the existing task lock; payload/actor mismatch still conflicts, and each canonical review permits at most 100 aliases. Original and acknowledged keys replay the terminal result rather than creating a new gate. Five newest migration snapshots are retained. Service/routes tests 165/165 passed; final quality review plus migration replay/snapshot checks 25/25 passed; server typecheck passed. The P1 thread is resolved in code; fresh current-head reviews and CI are pending. - `69c2c7543` passed 55 checks and Greptile 5/5 with no open Greptile findings, but Superagent check [123140675812](https://github.com/paperclipai/paperclip/pull/17983/checks?check_run_id=123140675812) correctly flagged unbounded pending quality-card creation. Current head fixes that under the existing task-row lock: equivalent requests with fresh idempotency keys reuse the pending card; conflicting requests for an unresolved deliverable return the existing interaction ID; pending cards are capped at ten per task across all reviewers. Distinct outputs remain independent, and already-answered items in a partially pending batch can receive a fresh review. Added real-database concurrency, cross-card duplicate, partial-answer, and hard-cap regressions. Quality review 22/22 tests and final server typecheck passed; earlier service/routes 163/163 tests passed before the final partial-answer refinement. One added assertion initially expected a service HTTP error, but duplicate keys are rejected earlier by the existing shared schema; the assertion now verifies that validation. Fresh current-head CI/reviews are pending; the action-required security result is not treated as passed. - `c9c575e5f` completed all 56 checks successfully with four conditional skips, Greptile 5/5, and Superagent pass. Its two P2 review findings are fixed in the current head: independently bound quality approvals now each remain visible in attention; changing/clearing URL-backed assignee/status filters updates the URL and survives task navigation. Both review threads are resolved. Regression evidence: attention service 34/34 tests passed, CoordinatorTasks 20/20 passed, UI and server typechecks and the full workspace build passed on `69c2c7543`. The first new UI test run caught an assertion racing React Router's transition; waiting for the navigation before asserting passes without weakening the navigation/remount checks. These older-head green checks are not claimed for the new fix commit. - Preceding `0e6ef7c44` completed all 56 checks successfully with four conditional skips, fresh Greptile 5/5 and no open findings, and passed Superagent. A fifth migration-metadata collision arrived before the final Runner job finished. Those green results are preserved as prior-head evidence, not current acceptance. - Previous fully verified migration head: `0e6ef7c44696a377f35e69521b93587576374bd0`, integrating master `f8226b051` after the fourth migration-number collision. Master added terminal GitHub-response migration 0401 while the final native check ran; upstream 0401 SQL/journal/snapshot is preserved unchanged, and preferences are generated as idempotent `0402_yielding_blink.sql` on top. Exactly the five newest snapshots remain. GitHub reports MERGEABLE after the push. All 1,155 relevant migration/review/interaction/native-execution/remote-assets tests, workspace typecheck/build, migration guards and whitespace checks pass. Fresh exact-head CI/Greptile/Superagent are pending. - Immediately preceding head `36c67cf03` completed all 56 checks successfully with four conditional skips, fresh Greptile 5/5 and no open findings, plus passed Superagent security. No retry was needed for that head's CI. Master advanced and introduced only a migration-metadata conflict while its final native check ran, so that green result does not establish acceptance of the current integration. Four consecutive collisions (0398, 0399, 0400, 0401) during verification are retained as concrete integration churn; a brief pause of competing migration merges was requested, without assuming it happened or changing any repo setting. The PR has not been merged. - Prior fully verified head: `36c67cf03`, on the clean `30059c0ed` integration of master `efd65c112`. The last Greptile P2 is fixed: Needs attention retains the participant-agent scope through authoritative server membership queries for each pending task, including historical participation when another agent currently owns the task. It does not approximate participation with current assignment or enumerate every company task. The actual view-switch regression and all 31 focused task/routing/collection tests, UI typecheck/build, token gates and whitespace checks pass. Greptile completed a fresh 5/5 review on this exact head (review 19) with zero new comments and no open review threads. CI and Superagent remain in progress; no current-head CI failure has been reported. - Head `30059c0ed` received Greptile 5/5 with that one nonblocking participant finding, now fixed. Superagent passed that head. Current-base integration restored the ephemeral RunsOn fleet after a superseded workflow retained queued aggregate jobs: normal cancellation was insufficient; the single force-cancel request was interrupted but readback confirmed that obsolete run cancelled and current CI began on the trusted fleet. No cancellation retry or runner/security/workflow changes were made. Its partial CI was superseded by the necessary participant fix and is not current acceptance. - Previous compatibility/base-sync head: `30059c0ededc0eab4e04e8299a884f36db8b292f`, integrating master `efd65c112` and the Inbox/workspace compatibility fixes. GitHub reports MERGEABLE after the push. Coordinator keeps Inbox standalone under More without rewriting the instance's Combined Inbox preference; opting out restores that preference. Saved merged-Inbox URLs resolve to their original owner, task status presets remain usable, and canonical repeated `workspace` parameters retain scoped, deduplicated pagination (including Needs attention). All 192 broader routing/Inbox/sidebar/privacy/review tests and the final 16 task-page tests pass, as do workspace typecheck/build, token gates and whitespace checks. The two review threads are resolved. Fresh exact-head CI, Greptile and Superagent results are pending. - The preceding `d5b9be5bd` remained mergeable but its CI routing gate intentionally fell back to GitHub-hosted runners: “stacked base merge commit does not contain the current base branch.” All 45 downstream jobs stayed queued. Current master was merged cleanly to refresh the pinned base; no runner/security settings or workflow logic were changed. Greptile scored that preceding head 4/5 with the two compatibility findings fixed here. Its automatic Superagent scan was inconclusive at checkout; the documented retry was still pending when superseded. Those results do not establish acceptance of this current head. - Previous approval/migration head: `d5b9be5bd3b8d6b0437e42bf48138377f34fa67d`, integrating master `ba5bba86d` and the stale-output approval correction. GitHub reports MERGEABLE after the push. The fresh P1 finding is fixed: every submitted item now validates and locks its bound output inside the resolution transaction, whether or not it carries a required-quality-review binding. Real database regressions verify that an advanced document revision or deleted attachment refuses the entire batch without recording approvals, and current ordinary output reviews still resolve. All 272 combined migration/review/interaction tests pass; workspace typecheck/build passed. Fresh exact-head Greptile and CI are pending. The automatic Superagent scan ended inconclusive at checkout; one documented on-demand retry is pending. These are explicit verification limits, not passed security results. The P1 thread is resolved. - Master consumed the next migration slot three times during this verification pass: confirmation recovery took 0398, continuation recovery took 0399, and GitHub acknowledgement recovery took 0400. Each upstream SQL/journal/snapshot is preserved unchanged. Preferences are now generated as idempotent `0401_white_lenny_balinger.sql` from upstream 0400; exactly five snapshots remain, and replay coverage locates this migration by table content. This is recorded concurrent integration churn, not a claim that older green results apply to the latest base. - Head `ed3b68da9` fixed the two history/URL findings with 26 focused regression tests, server/UI typechecks, workspace build and token gates passing. Greptile then scored that head 4/5 with the stale-output P1 corrected in the current head. Its partial CI is superseded, not counted as current acceptance. - Previous filter-fix head: `ed3b68da9`, based on the `8458d39d9` merge of master `063cfd438`. The two fresh Greptile findings are fixed: history outcome filters now match recorded per-item verdicts in SQL before pagination (mixed reviews remain in both applicable outcomes), and same-page URL assignee changes/back/forward navigation update that filter without clearing independent filters. All 26 focused database/navigation/collection tests, server/UI typechecks, workspace build, token gates and whitespace checks pass. The two review threads are resolved. Fresh exact-head CI, Greptile and Superagent results are pending. - The `8458d39d9` migration integration also passed all 328 targeted migration/interaction/confirmation tests, workspace typecheck/build and Superagent security scan. Greptile scored that head 4/5 with the two functional gaps fixed in the current head; those prior-head checks are not current acceptance. - Migration integration head: `8458d39d9721f4cb312c2390070a0609f8cddd1a`, integrating master `063cfd43813cabf18417605fb9eefb9aacf95c8d`. GitHub reports MERGEABLE after the push. Master advanced twice during this conflict-resolution pass: first its confirmation-recovery migration took 0398, then its continuation-recovery migration took 0399. Both upstream migrations and journal entries remain unchanged; Coordinator preferences are now generated as idempotent `0400_sad_guardian.sql` from upstream's latest snapshot. Exactly the five newest snapshots remain. The replay regression now locates the table migration by content instead of hardcoding a renumbered filename. - All 328 targeted question/review/confirmation/migration tests passed again after the second merge. Workspace typecheck/build and fresh exact-head CI/reviews are in progress. The preceding `0c46f46d6` passed workspace typecheck/build and Superagent security scan, but was superseded because master consumed migration 0399 while those checks ran. That prior-head result is not acceptance of the current head. No production settings or runner/security permissions were changed, and the PR has not been merged. - Previous integration head: `0c46f46d6f2b23417ab872ce3cb6ff2673647287`, integrating master `287b04d72f1b9fca1412e05435c75b8302ba0710`. GitHub reports MERGEABLE after the push. The renewed conflicts were `0398_snapshot.json`, `_journal.json`, and the top imports in `issue-thread-interactions.ts`. Upstream's `0398` confirmation-recovery index and journal history are preserved unchanged; Coordinator preferences were regenerated as idempotent `0399_bouncy_miek.sql`, with replay coverage updated and exactly the five newest snapshots retained. Both terminal confirmation notifications and Coordinator task assignment/required review behavior are preserved. - All 328 targeted interaction/review/confirmation/migration tests pass, as do workspace typecheck, map validation and whitespace checks. The workspace build and fresh exact-head CI/Greptile/Superagent checks are pending. The first migration-generation attempt hit the sandbox's local IPC restriction before generating files; the unchanged authorized local generation completed successfully. Prior-head green checks below do not establish acceptance of this merge. - Previous acceptance head: `8b7dcf739ed15afc51351fdfa0e0e5fbc75ab788`, with master `1aa3a21ac` integrated and GitHub reporting MERGEABLE. Greptile completed a fresh 5/5 review on this exact head with zero new actionable findings and no open review threads. The [fresh CI workflow](https://github.com/paperclipai/paperclip/actions/runs/40752864319) completed SUCCESS on attempt 2 at 19:40:08 UTC, including all eight E2E shards. Final completed check set: 55 succeeded, four conditional checks skipped, zero pending/queued/running checks, and one neutral/inconclusive Superagent scan. The auxiliary commitperclip review and isolated native Runner compilation/cache-reuse check both passed. This is not a claim that Superagent produced a passed security verdict. GitHub still reports MERGEABLE against current master `60b8089a44b4eaa37e627adbfdf2f130bda13335`. - Current-head E2E: all eight shards and the aggregate passed, including the previously failing YAML browser journey. Serialized server shard 9/9 failed: the protected YAML projection test exceeded its original 15-second timeout; its late update request then reached the next test's reset mock (the captured payload is the prior test's model/label update). All 88 tests in that exact unchanged file passed locally in 38.03 seconds, with no timeout or assertion changes. The original slow-request cause remains unproven. CI failure log: `/tmp/pr17983-8b7-serialized9.log`; local recovery: `/tmp/pr17983-adapter-yaml-repro.log`. The single bounded unchanged shard rerun passed, and the workflow completed SUCCESS. Rerun log: `/tmp/pr17983-8b7-serialized9-rerun.log`. The initial failure is retained; a passing retry does not establish its original slow-request cause. - Greptile scored preceding head `4873704be` 5/5 with one valid P2: opened task decision records missed company-scoped live invalidation. The current head uses the existing company decision prefix for resolution and effect-completion events, and resets private record payloads on access changes. Its thread is resolved. All 107 focused record/live-update tests, UI typecheck/build, token checks and whitespace checks pass. - CI on `4873704be` failed E2E shard 7/8 in the Advanced YAML lost-creation-response journey: its clipboard helper selected page text starting with “Skip to Main Content” instead of YAML. The exact unchanged journey passed in a disposable local browser instance (1 test, 17.1 seconds). No assertion, timeout or production behavior was weakened; the original failure cause remains unproven. Failure log: `/tmp/pr17983-487-e2e7.log`; local check: `/tmp/pr17983-agent-yaml-repro.log`. The full unchanged Advanced YAML browser suite also passed locally (6 tests, 37.8 seconds). Fresh current-head CI subsequently passed this journey and all other E2E shards. - Both the automatic and one supported on-demand Superagent scan on `4873704be` ended neutral/inconclusive: “Pinned PR scan merge-base checkout failed or timed out.” These do not count as a passed security verdict. The current head's automatic scan and one documented on-demand retry also returned the identical neutral checkout failure, with zero annotations or further diagnostics. This is an external scanner blocker, not a passed security verdict. No security settings or permissions were changed. - Recorded decision links now render and focus the full source-task record in both Classic and Coordinator, including recorded choice, submitted inputs, and the existing effect-result resolver. Fresh terminal records take precedence over older open-decision cache entries. Context and account checks keep mismatched or inaccessible records out of the DOM; no decision-history tab was added to tasks or chat. The shared company live-run feed now drives live-only filtering, including ended runs and terminal tasks with stale run entries. All 213 focused tests, UI typecheck/build, token and whitespace checks pass; the final focus follow-up passed all 188 task-detail tests and UI typecheck. The first new navigation test failed because its test host omitted company context; the host was corrected before the passing run. - Previous integration head: `375c5e89516705050d94bab99336212841b2e6e1` merges master `1aa3a21ac` after four additional upstream commits. The sole conflict was competing imports in `server/src/services/issues.ts`; both quality-review policy and inbound wake-notice notifications are preserved. The PR-specific review import now sits beside execution-policy imports instead of the frequently changing first line. GitHub mergeability is rechecked after the push. - On the combined master tree, workspace typecheck/build, all 153 affected UI tests, map validation, and whitespace checks pass. Four server suites passed 77 tests; the fifth suite's module-import hook timed out while broad verification was running. Its unchanged isolated run passed all 41 tests in 7.2 seconds with the original timeout. This records recovery without claiming the original import-timeout cause is proven. CI on `375c5e895` passed every substantive job, including all eight E2E shards and Superagent; Greptile found the two functional gaps fixed in the current head. A short-lived `669d90876` commit added the main fixes before the focused navigation follow-up. - Immediately preceding head `9d9737b49` completed all 56 checks successfully with four conditional skips, Greptile 5/5 and no open findings, plus a successful Superagent scan. The signoff E2E shard passed on its single accepted rerun; its initial cancellation/timing failure is retained below. Master moved again while those checks ran, requiring this final integration rather than treating the prior head's green result as current acceptance. - Previous head `9d9737b496911a6054d0ea22d1b42b28b115e9ab` includes master `d30c8f42b842327ee1c18c41a2efd6ba623da5cd`; that head was subsequently conflicted by moving master. The master merge preserved durable account-bound writes and Coordinator UX. Workspace typecheck/build, 416 focused UI tests, and 142 affected comment-route tests passed. A stable full UI run on preceding head `938ad1665` passed all 9,833 tests across 836 files; its final full workspace build also passed. - Greptile found nested proposal project inheritance and Classic bound-revision links on `91be74952`. Both were fixed with 142 interaction-route tests, 113 focused UI tests, and UI/server typechecks. Its next review identified a valid draft-preservation bug in the new Classic loading UI. Head `9d9737b49` keeps loading/error notices outside editors and annotations while preserving dirty drafts; 115 focused review UI tests pass, including pending/failed revision loads and continued draft editing. All related threads are resolved. Greptile completed a fresh 5/5 review of `9d9737b496911a6054d0ea22d1b42b28b115e9ab` with no open findings. - CI on `938ad1665` exposed an integration regression with the newly merged durable startup saves: the personal preference gate blocked the task page before its first session lookup. The guarded title editor now mounts while that lookup is pending, with presentation-specific tools still gated. All 216 affected component tests pass. The unchanged five-test `disconnect-write-recovery.spec.ts` browser suite passes against a newly launched disposable local-trusted PostgreSQL instance on port 33219, including the exact failed startup-save journey. No live provider, hosted authentication or production proof is claimed. The helper-owned test server exited and the port has no listener. UI typecheck, built-browser assets, token and whitespace checks pass. - Initial durable-write merge tests found duplicate imports and unscoped draft fixtures, fixed before 416 focused tests passed. A sandbox typecheck could not create its IPC socket; the supported rerun passed. The first revision-link test used a wrong Return to latest button assertion, corrected before the 113-test pass. The startup E2E reproduction initially still failed because an outer shell gate also blocked the page; the subsequent fix passed all five cases without changing the test or its timeouts. A focused loading-header assertion initially used an incorrect fixture title; correcting it preceded the 216-test pass. These failures remain recorded. - Earlier routing gates fell back to GitHub-hosted runners while master was moving or conflicted. Superseded queued runs were cancelled, then the `938ad1665` routing gate explicitly selected the ephemeral RunsOn fleet. Its CI actively executed and completed most tests; only the diagnosed startup E2E shard and aggregate failed, alongside the valid Greptile finding. Auxiliary GitHub-hosted workflows also completed successfully on earlier heads, so queueing alone is not an administrative blocker. Fresh [CI on `9d9737b49`](https://github.com/paperclipai/paperclip/actions/runs/40744012678) is the acceptance target; the previously failing startup E2E shard now passes. A different signoff E2E shard failed during executor resubmission when its fixture run was cancelled as `issue_continuation_waiting_on_review`. The exact unchanged journey passed locally (1 test, 46 seconds), and the preceding head with identical server/signoff code passed that CI shard. This supports a bounded rerun but does not establish the timing failure's root cause. After the workflow finished, GitHub accepted one rerun of that failed shard and its dependent aggregate; both passed, completing all checks on that head. The failure log is retained at `/tmp/pr17983-9d9737-e2e7.log` and the local reproduction at `/tmp/pr17983-signoff-repro.log`. No assertion or timeout was weakened. - On the first merge, full workspace typecheck/build, all 9,622 UI tests, 267 tests across seven affected server suites, two migration checks, map validation, token gates, and the PR diff whitespace check passed. Greptile then found duplicate local task-search filtering and lost completed item-review detail. Both are fixed, with 42 passing focused UI tests and passing UI typecheck/build. - A subsequent Greptile review found attachment confirmations without working links and mobile history without a visible host. Confirmation layouts now derive the authenticated immutable-content endpoint from the attachment ID, and Needs You uses the existing full-screen mobile sheet. All 119 focused tests pass, including missing/stale display URLs, both review layouts, and both mobile history entry buttons. UI typecheck/build and token checks pass. Full workspace typecheck/build also pass after the second master merge. - Greptile gave head22f69c304a 5/5 score with one non-blocking desktop-history reopening finding. Head6dd52b6d3fixed it, passed all nine history tests, UI typecheck/build, token gates, and the full 9,679-test UI suite, then received a fresh 5/5 review with zero open findings. These are prior-head results; review on the master-sync commit is pending. - The chat and workspace CI jobs on head22f69c304were interrupted by runner shutdown signals and cancellation before completing their tests. Their logs do not report failing assertions. Those interrupted jobs are not claimed as passes. The new head starts fresh runs. - The first merge CI had a Slack session-sync idle assertion fail after an unexpected database read. Its exact isolated reproduction passes, and the chat CI shard passed on head618c5a2a3. The original failure's cause remains undetermined. The broader local reproduction, run concurrently with full verification, instead encountered 21 timeout failures across its two test chunks; it is not claimed as a passing full local server run. A concurrent local UI run had eight failures (seven timeouts and one delayed autosave assertion). The complete UI run on the final head passed all 9,679 tests across 830 files with two workers; no test timeout or assertion was weakened. This establishes recovery without claiming that every earlier timeout's cause has been proved. An earlier intermediate UI run also overlapped the second master merge and failed the newly added Advanced-sidebar expectation, so it is not treated as stable-tree evidence. The newly merged UI dependencies initially required refreshing the local install from the upstream package manifest; the generated local lockfile update is not committed, per repository policy. - Superagent returned neutral/inconclusive scans on the preceding heads because its pinned merge-base checkout failed or timed out. The available retry endpoint returned 404. These are not successful security verdicts. The fresh scan on `91be74952` passed (PR scan passed; no suspicious PR changes detected). The `938ad1665` scan again returned neutral/inconclusive with the same pinned merge-base checkout error; the check-suite rerun endpoint returned 404. The fresh `9d9737b49` scan completed successfully at 18:22 UTC with no suspicious changes detected. Earlier neutral scans are not counted as successful security verdicts. - Prior head `57902152ac3218096fca669d33ff18400a2a86ae` passed 9,618 UI tests across 826 files, received Greptile 5/5 with no open findings, and completed CI with 56 passes and four conditional skips. These are historical results, not acceptance of the latest merge commit. - The first full build found generated capability-contract drift. The generated outputs were refreshed. Initial sandbox runs could not open local IPC sockets; verification was rerun with local test access. - Current master was merged. The workspace preference migration was regenerated after the existing migration history. - The UI run first found two outdated expectations: early custom-answer validation and the document access error copy. Both were corrected, and the full UI suite then passed. - The local server run found three failures in unchanged tests. The Muse test passes with Python 3.13 instead of the host's Python 3.9. The two workspace tests pass when their test process uses the expected master default branch. These environment settings do not change application behavior or global machine settings. The unsharded server run was stopped after those reproductions; CI supplies the full sharded server result. No successful full local server run is claimed. - Skill inventory generation needs an external eval checkout, which is absent locally. The existing generator functions refreshed only the live skill inventory and its derived files. The checked-in eval inventory was preserved. The inventory validation gate passes. - Greptile found a dropped MCP review requirement, missing per-item output links, generic item-review summaries, and a history-refresh failure. The fixes have 32 passing database-backed server tests and focused rendered-card tests. A follow-up partial-review finding was corrected by forwarding the canonical mutation status before settling the card. Attachments open through the authenticated immutable-content route in both card layouts. The final focused UI set has 117 passing tests, including these regressions. - Both browser shards that first failed expected a disabled-chat message. The copy was restored, and those shards passed in CI on the next commit. The two journeys also passed locally. One local attempt first timed out before feature disable while waiting for the provider's initial message; its isolated reproduction passed. That earlier timing failure remains recorded and is not presented as an explained infrastructure failure. - Serialized server shard 9 first failed during pnpm setup with ECONNRESET, before dependencies or tests ran. Its single rerun passed setup and all tests. The build and production runtime boot passed on the first attempt, but that run's public-install step timed out during Pi setup. The single build-job rerun passed compilation, runtime boot, and clean public-install verification. Those setup scripts are unchanged by this PR. The successful retry establishes recovery; the earlier Pi timeout's underlying cause remains undetermined. The aggregate CI gate is green: [workflow run](https://github.com/paperclipai/paperclip/actions/runs/40637789695). </details> ## Risks - This touches shared task, interaction, and completion paths. Regression tests must cover classic and experimental behavior, authorization, duplicate answers, and stale review targets. - The additive preference table must migrate before the setting is used. The setting defaults off. - The experiment changes navigation and message presentation. Canonical task and document records remain the source of truth. - The initial task brief and saved plan can repeat information. This change fixes chronology; a broader redundancy policy remains a design decision. ## Model Used OpenAI GPT-6 Codex with reasoning and tool-assisted code editing, tests, and browser verification. Earlier iterations used Codex models in this task; their exact model IDs are not available in the current context. ## Checklist - [x] I have included a thinking path that traces from project context to this change - [x] I have specified the model used - [x] I have checked ROADMAP.md - [x] I have searched GitHub for duplicate or related PRs - [x] I have described the issue in-PR following the relevant issue template - [x] I have not referenced internal/instance-local Paperclip issues or links - [x] My branch name describes the change - [x] I have run relevant tests locally and they pass - [x] I have added or updated tests where applicable - [x] I have updated relevant documentation - [x] I have documented risks - [x] All Paperclip CI gates are green - [x] Greptile is 5/5 with no open recommendations or follow-ups - [x] I will address review comments before requesting merge --------- Co-authored-by: Paperclip <noreply@paperclip.ing>
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Paperclip is the app people use to manage AI agents for work.
Open-source orchestration for teams of AI agents.
If OpenClaw is an employee, Paperclip is the company.
Paperclip is a Node.js server and React UI that orchestrates a team of AI agents to run a business. Bring your own agents, assign goals, and track work and costs from one dashboard. Choose models and harnesses per agent while keeping your team's tasks, skills, permissions, and history in one place.
It looks like a task manager. Under the hood: org charts, budgets, governance, goal alignment, and agent coordination.
Manage business goals, not pull requests.
| Step | Example | |
|---|---|---|
| 01 | Define the goal | "Build the #1 AI note-taking app to $1M MRR." |
| 02 | Hire the team | CEO, CTO, engineers, designers, marketers — any bot, any provider. |
| 03 | Approve and run | Review strategy. Set budgets. Hit go. Monitor from the dashboard. |
| Works with |
OpenClaw |
Claude Code |
Codex |
Cursor + Cloud |
Gemini CLI |
OpenCode |
Pi |
Hermes + Gateway |
Grok Build |
Kimi Code |
If it can receive a heartbeat, it's hired.
Custom processes, HTTP endpoints, and external adapter packages extend the roster. See the adapter overview for setup and capabilities.
Paperclip is right for you if
- ✅ You want to build autonomous AI organizations
- ✅ You coordinate many different agents (OpenClaw, Codex, Claude, Cursor) toward a common goal
- ✅ You have 20 simultaneous Claude Code terminals open and lose track of what everyone is doing
- ✅ You want agents running autonomously 24/7, but still want to audit work and chime in when needed
- ✅ You want to monitor costs and enforce budgets
- ✅ You want a process for managing agents that feels like using a task manager
- ✅ You want to manage your autonomous businesses from your phone
The four pillars
Four things have to work for an organization of AI agents to actually produce: the tasks, the org, the training, and the infrastructure. Paperclip is built around exactly those four pillars.
| Pillar | Built for | What it covers |
|---|---|---|
| Agentic Task Manager — Declare intent. Agents work. You verify the output. | Everyone, daily | Tasks, approvals & review gates · proactive agent coworkers · auditable routines & workflows · verify from diffs, screenshots & tests |
| Org Chart for Agents — Roles, permissions & boundaries for humans and agents. | Managers | Mixed human + agent org chart · responsibilities, delegation, specialization · governance: who can do what · scoped secrets & company boundaries · connection permissions & responsible-user identities |
| Agent Employee Training — Design, train & evaluate your AI employees. | Enablers | Skill Studio & shared org-wide skills · evals & saved test runs · active learning loops & quality metrics · performance reviews for agents · saved test inputs · skill version history & restore · reusable team templates |
| Agentic OS — The infrastructure that makes the work run. | IT & platform | Cross-provider runtime: any model, any agent · sandboxing, integrations & MCP servers · SSO, GRC, RBAC & cost controls · data privacy, internal trace collection, compounding data value · personal & shared app connections · run history & opt-in tracing |
Features
🔌 Bring Your Own AgentAny agent, any runtime, one org chart. If it can receive a heartbeat, it's hired. |
🎯 Goal AlignmentLink tasks and projects to your organization goals. Agents receive the goal context behind their work. |
💓 HeartbeatsAgents wake for assigned work, follow-up messages, or configured schedules. Delegation flows up and down the org chart. |
💰 Cost ControlCompany, agent, and project budgets. Track reported spend, get threshold alerts, and pause work at configured limits. |
🏢 Multi-OrganizationOne deployment, many organizations. Separate tasks, agents, permissions, and activity histories for each. |
🎫 Task ThreadsKeep conversations, plans, blockers, files, and run history attached to the work. Assign tasks to agents or people. |
🛡️ GovernanceConfigure review and approval stages, approve hires, and pause, reassign, or stop work when needed. |
📊 Org ChartHierarchies, roles, reporting lines. Your agents have a boss, a title, and a job description. |
📱 Mobile ReadyMonitor and manage your autonomous businesses from anywhere. |
🔗 Apps & ConnectionsConnect services such as GitHub, Notion, and Railway, or your own MCP server. Set gateway actions to Allowed, Ask first, or Off. |
👥 Shared Agents, Personal AccountsChoose who can use a connection and which agents can access it. Managed GitHub operations can use the account of the person directing the work. |
🧠 Skills & Skill StudioInstall or write shared skills, test them with saved inputs, inspect results, and restore earlier versions. |
📅 Scheduled RoutinesRun recurring work on a schedule or trigger it through an API or webhook. Each run has a task, an owner, and a history. |
📎 Artifacts & FeedbackFind the files and documents agents produce. Preview supported formats and leave comments on specific passages in documents. |
📦 Ready-Made TeamsPreview and install teams with roles, skills, projects, and routines. Choose their runtimes and make the setup your own. |
Experimental Agent Chat and chat/email connectors add conversations with agents in Paperclip and through configured services such as Slack, Discord, Telegram, and AgentMail. Enable the relevant instance settings to try them.
Problems Paperclip solves
| Without Paperclip | With Paperclip |
|---|---|
| ❌ You have 20 Claude Code tabs open and can't track which one does what. On reboot you lose everything. | ✅ Tasks are ticket-based, conversations are threaded, sessions persist across reboots. |
| ❌ You manually gather context from several places to remind your bot what you're actually doing. | ✅ Context flows from the task up through the project and company goals — your agent always knows what to do and why. |
| ❌ Folders of agent configs are disorganized and you're re-inventing task management, communication, and coordination between agents. | ✅ Paperclip gives you org charts, ticketing, delegation, and governance out of the box — so you run a company, not a pile of scripts. |
| ❌ Runaway loops waste hundreds of dollars of tokens and max your quota before you even know what happened. | ✅ Spend tracking, budget alerts, and automatic pauses help you control the cost of ongoing work. |
| ❌ You have recurring jobs (customer support, social, reports) and have to remember to manually kick them off. | ✅ Routines create assigned tasks on a schedule, with outputs and run history you can inspect. |
| ❌ You have an idea, you have to find your repo, fire up Claude Code, keep a tab open, and babysit it. | ✅ Add a task in Paperclip. Your coding agent works on it until it's done. Management reviews their work. |
Why Paperclip is special
Paperclip handles the hard orchestration details correctly.
| Atomic task checkout. | A single assignee and execution locks prevent competing runs from claiming the same task. |
| Persistent work context. | Tasks, comments, and documents stay in Paperclip. Supporting adapters resume saved sessions across runs. |
| Runtime skill injection. | Agents can learn Paperclip workflows and project context at runtime, without retraining. |
| Governance with rollback. | Approval gates are enforced, config changes are revisioned, and bad changes can be rolled back safely. |
| Accountable connections. | Human access, agent eligibility, and gateway action permissions are separate controls. Approve a call once or save a revocable rule. |
| Goal-aware execution. | Linked tasks and projects carry goal ancestry so agents see the "why," not just a title. |
| Portable company templates. | Export/import orgs, agents, and skills with secret scrubbing and collision handling. |
| Organization boundaries. | Company-scoped access checks keep each organization's work, agents, and activity separate within one deployment. |
What's Under the Hood
Paperclip is a full control plane, not a wrapper. Before you build any of this yourself, know that it already exists:
┌──────────────────────────────────────────────────────────────┐
│ PAPERCLIP SERVER │
│ │
│ ┌───────────┐ ┌───────────┐ ┌───────────┐ ┌───────────┐ │
│ │Identity & │ │ Work & │ │ Heartbeat │ │Governance │ │
│ │ Access │ │ Tasks │ │ Execution │ │& Approvals│ │
│ └───────────┘ └───────────┘ └───────────┘ └───────────┘ │
│ │
│ ┌───────────┐ ┌───────────┐ ┌───────────┐ ┌───────────┐ │
│ │ Org Chart │ │Workspaces │ │ Plugins │ │ Budget │ │
│ │ & Agents │ │ & Runtime │ │ │ │ & Costs │ │
│ └───────────┘ └───────────┘ └───────────┘ └───────────┘ │
│ │
│ ┌───────────┐ ┌───────────┐ ┌───────────┐ ┌───────────┐ │
│ │ Routines │ │ Secrets & │ │ Activity │ │ Company │ │
│ │& Schedules│ │ Storage │ │ & Events │ │Portability│ │
│ └───────────┘ └───────────┘ └───────────┘ └───────────┘ │
└──────────────────────────────────────────────────────────────┘
▲ ▲ ▲ ▲
┌─────┴─────┐ ┌─────┴─────┐ ┌─────┴─────┐ ┌─────┴─────┐
│ Claude │ │ Codex │ │ CLI │ │ HTTP/web │
│ Code │ │ │ │ agents │ │ bots │
└───────────┘ └───────────┘ └───────────┘ └───────────┘
The Systems
|
Identity & Access — Two deployment modes (trusted local or authenticated), human roles and permissions, agent API keys, short-lived run JWTs, company memberships, and invite flows. Responsible-user attribution follows work through delegation and supported managed connections. |
Org Chart & Agents — Agents have roles, titles, reporting lines, permissions, and budgets. Adapter examples match the diagram: Claude Code, Codex, CLI agents such as Cursor/Gemini/bash, HTTP/webhook bots such as OpenClaw, and external adapter plugins. If it can receive a heartbeat, it's hired. |
|
Work & Task System — Issues carry company/project/goal/parent links, atomic checkout with execution locks, first-class blocker dependencies, comments, documents, attachments, work products, labels, and inbox state. Search across work, review document revisions, and leave anchored feedback. |
Heartbeat Execution — DB-backed wakeup queue with coalescing, budget checks, workspace resolution, secret injection, skill loading, and adapter invocation. Runs produce logs, usage records, and adapter-specific session state. Bounded recovery handles supported failures and surfaces cases that need human action. |
|
Workspaces & Runtime — Project repositories and workspaces, optional isolated execution workspaces (git worktrees, operator branches), and runtime services (dev servers, preview URLs). Sandbox providers extend execution beyond the local host; availability depends on the configured environment and adapter. |
Governance & Approvals — Board approval workflows, execution policies with review/approval stages, decision tracking, budget hard-stops, and agent pause/resume/terminate. Configured task reviews govern completion; connection action approvals govern calls through the tool gateway. |
|
Budget & Cost Control — Token and cost tracking by company, agent, project, goal, issue, provider, and model. Scoped budget policies with warning thresholds and hard stops. Enforcement uses recorded spend; usage reporting and in-flight work can delay a stop. |
Routines & Schedules — Recurring tasks with cron, webhook, and API triggers. Concurrency and catch-up policies. Each routine execution creates a tracked issue and wakes the assigned agent — no manual kick-offs needed. |
|
Plugins — Instance-wide plugin system with out-of-process workers, capability-gated host services, job scheduling, tool exposure, and UI contributions. Extend Paperclip without forking it. |
Secrets & Storage — Company secrets and per-person secret values, encrypted credential storage, local or S3-compatible file storage, attachments, and work products. Secret references supply credentials to authorized runs without copying values into ordinary agent configuration. |
|
Activity & Events — Mutating actions, heartbeat state changes, cost events, approvals, comments, and work products are recorded as durable activity so operators can audit what happened and why. |
Company Portability — Preview, export, and import organization packages with agents, skills, and optional projects, routines, tasks, and attachments. Referenced secret values are omitted; review packages before sharing because plain environment values and local paths can remain. Packages share an operating setup; full-instance recovery uses backups. |
What Paperclip is not
| Not just a chatbot. | Conversations stay attached to tasks, plans, decisions, and outputs. Experimental Agent Chat can hand work off to assigned tasks. |
| Not an agent framework. | We don't tell you how to build agents. We tell you how to run a company made of them. |
| Not just a workflow builder. | Routines operate within an organization, with roles, goals, budgets, and governance. |
| Not a prompt manager. | Agents bring their own prompts, models, and runtimes. Paperclip manages the organization they work in. |
| Not limited to one agent. | Start with one agent and grow into a team with shared skills, delegation, and review. |
| Not only for code review. | Coding and PR review fit alongside research, operations, content, and other work. |
Quickstart
Open source. Self-hosted. No Paperclip account required. Follow the guided quickstart to set up your first agent.
Just ask your agent to install Paperclip
Share the installation guide with your agent.
Or install it yourself
With Node.js 24.11 or newer installed:
npx paperclipai@latest onboard --yes
The CLI runs from npm's cache; your instance configuration and data persist locally.
See the installation guide for managed installs, pinned versions, canary and git-ref installs, updates, rollback, service management, and uninstalling.
For an isolated manual test instance that is already initialized with a CEO
agent, use test-drive. It stays in the foreground, never installs a service
or creates a first task, and opens the browser only after setup succeeds:
ANTHROPIC_API_KEY=... npx paperclipai test-drive
OPENAI_API_KEY=... npx paperclipai test-drive --harness codex
OPENROUTER_API_KEY=... npx paperclipai test-drive \
--harness opencode \
--model openrouter/anthropic/claude-sonnet-4.5
Each run without --data-dir gets a unique, retained temporary directory; its
absolute path is printed at startup. Pass --data-dir to reuse one, or
--no-browser to leave the initialized instance unopened. When invoked from a
linked Git worktree, test-drive also enables task execution in that worktree.
See the test-drive guide for credential and
reuse behavior.
Troubleshooting: private npm registry
.npmrcIf this fails with an
E404forpaperclipai(or similar) and you use a private npm registry (for example GitHub Packages) via a global~/.npmrc,npxmay be resolvingpaperclipaiagainst that private registry instead of the public npm registry.Diagnostic:
npm config get registryWorkaround (cross-platform; force the public npm registry for this command):
npx --registry https://registry.npmjs.org paperclipai@latest onboard --yes
That quickstart path now defaults to trusted local loopback mode for the fastest first run. To start in authenticated/private mode instead, choose a bind preset explicitly:
npx paperclipai@latest onboard --yes --bind lan
# or:
npx paperclipai@latest onboard --yes --bind tailnet
If you already have Paperclip configured, rerunning onboard keeps the existing config in place. Use npx paperclipai configure to edit settings.
Or manually:
git clone https://github.com/paperclipai/paperclip.git
cd paperclip
pnpm install
pnpm dev
This starts the UI and API at http://localhost:3100. An embedded PostgreSQL database is created automatically — no setup required.
Requirements: Node.js 24.11+, pnpm 9.15+
Local Claude and Codex subscription sign-in also needs Python 3 and the corresponding provider CLI on the Paperclip host. The Docker image includes them.
Source development also builds the native Paperclip Runner when enabled (the self-hosted default). Install a Rust toolchain, or set PAPERCLIP_RUNNER_BINARY to a compatible prebuilt runner.
FAQ
Q: Is this project maintained or just slop?
A: Paperclip is maintained by the Paperclip team. We've merged over 2,700 pull requests.
Q: What does a typical setup look like?
A: Locally, a single Node.js process manages an embedded Postgres and local file storage. For production, point it at your own Postgres and deploy however you like. Configure projects, agents, and goals — the agents take care of the rest.
For remote access, use authenticated mode with a private-network bind such as Tailscale, or deploy the persistent server with Docker. See deployment modes and the Docker guide.
Q: Can I run multiple companies?
A: Yes. A single deployment can host multiple organizations with company-scoped data and access checks.
Q: How is Paperclip different from agents like OpenClaw or Claude Code?
A: Paperclip uses those agents. It orchestrates them into a company — with org charts, budgets, goals, governance, and accountability.
Q: Why should I use Paperclip instead of just pointing my OpenClaw to Asana or Trello?
A: Agent orchestration has subtleties in how you coordinate who has work checked out, how to maintain sessions, monitoring costs, establishing governance - Paperclip does this for you.
(Bring-your-own-ticket-system is on the Roadmap)
Q: Do agents run continuously?
A: Agents wake for assigned work and follow-up messages. Optional timer heartbeats let them check for work periodically; routines create recurring tasks on their own schedules. You can also connect externally running agents such as OpenClaw. A mention alone does not assign work or wake another agent.
Development
pnpm dev # Full dev (API + UI, watch mode)
pnpm dev:once # Full dev without file watching
pnpm dev:server # Server only
pnpm dev:mobile # Serve prebuilt UI on :3101 for phones/tablets (proxies /api → :3100)
pnpm dev:both # Run `pnpm dev` and `pnpm dev:mobile` together
pnpm build # Build all
pnpm typecheck # Type checking
pnpm test # Cheap default test run (Vitest only)
pnpm test:watch # Vitest watch mode
pnpm test:e2e # Playwright browser suite
pnpm db:generate # Generate DB migration
pnpm db:migrate # Apply migrations
pnpm test does not run Playwright. Browser suites stay separate and are typically run only when working on those flows or in CI.
See doc/DEVELOPING.md for the full development guide.
Roadmap
- ✅ Plugin system (e.g. add a knowledge base, custom tracing, queues, etc)
- ✅ Get OpenClaw / claw-style agent employees
- ✅ companies.sh - import and export entire organizations
- ✅ Easy AGENTS.md configurations
- ✅ Skills Manager, Skill Studio & Skills Store
- ✅ Scheduled Routines
- ✅ Better Budgeting
- ✅ Agent Reviews and Approvals
- ✅ Multiple Human Users
- ✅ Cloud / Sandbox agents (e2b, Cloudflare, Daytona, Modal, Novita, boxd, self-hosted Kubernetes)
- ✅ Artifacts & Work Products
- ✅ Deep Planning (planning mode, revisioned plans, plan approvals)
- ✅ Enforced Outcomes (watchdogs, recovery actions, review gates)
- ✅ MCP Tool Gateway & Apps (governed tool access)
- ✅ Secrets Manager with per-agent access
- ✅ Activity log & action attribution
- ✅ Self-healing runs & automatic recovery
- ✅ Agent evals & feedback
- ✅ Connected Apps
- ✅ Personal & Shared AI Accounts
- ✅ Shared Agents Use Personal GitHub Identities
- ✅ Skill Version History & Restore
- ✅ Document Comments & Revision History
- ✅ Company-Wide Search
- ✅ Multi-Model & Multi-Harness Teams
- 🟡 Memory / Knowledge
- ⚪ MAXIMIZER MODE
- ⚪ Work Queues
- ⚪ Self-Organization
- ⚪ Automatic Organizational Learning
- 🟡 Agent Chat
- 🟡 Cloud deployments
- ⚪ Desktop App
- ⚪ Bring-your-own-ticket-system (Asana / Linear / Jira as on-ramps)
This is the short roadmap preview. See the full roadmap in ROADMAP.md.
Community & Plugins
Find Plugins and more at awesome-paperclip
Observability
Paperclip ships with opt-in OpenTelemetry auto-instrumentation for the server (traces only). It activates when OTEL_EXPORTER_OTLP_ENDPOINT is set and supports grpc, http/protobuf, and http/json via the standard OTEL_EXPORTER_OTLP_PROTOCOL env var. @opentelemetry/api is a normal server dependency; the SDK, auto-instrumentation, and exporter packages are optional peer dependencies — install them only if you want tracing. See doc/observability.md for install commands and the full env-var reference.
Paperclip also ships with opt-in Sentry error monitoring for the server and the browser. Set SENTRY_DSN_FRONTEND to activate it for the browser and SENTRY_DSN_BACKEND to activate it for the server — each variable is optional, and the legacy SENTRY_DSN variable still works as a fallback for either component. The supported server SDK version is @sentry/node@10.71.0; it is an optional peer dependency for the server, so install it only if you want error monitoring. The browser SDK, @sentry/browser, is pinned to the same exact version. See doc/observability.md for the install command, the privacy settings, and the full default capture set.
Telemetry
Paperclip collects anonymous usage telemetry to help us understand how the product is used and improve it. No personal information, issue content, prompts, file paths, or secrets are ever collected. Private repository references are hashed with a per-install salt before being sent.
Contributors changing emitted telemetry events should follow the Telemetry Data Contract. For proposed first-party events that are not in the generated contract yet, follow Telemetry Workflow.
Telemetry is enabled by default and can be disabled with any of the following:
| Method | How |
|---|---|
| Environment variable | PAPERCLIP_TELEMETRY_DISABLED=1 |
| Standard convention | DO_NOT_TRACK=1 |
| CI environments | Automatically disabled when CI=true |
| Config file | Set telemetry.enabled: false in your Paperclip config |
Contributing
We welcome contributions. See the contributing guide for details.
Community
- Discord — Join the community
- Twitter / X — Follow updates and announcements
- GitHub Issues — bugs and feature requests
- GitHub Discussions — ideas and RFC
License
MIT © 2026 Paperclip Labs, Inc
Star History
Open source under MIT. Built for people who want to get work done, not babysit agents.
