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Commits
| Author | SHA1 | Message | Date | |
|---|---|---|---|---|
 Nicky LeachandPaperclip
|
190080642e |
perf(tools): publish catalog refreshes in bounded chunks (#16602)
## Thinking Path > - Paperclip is the open source app people use to manage AI agents for work. > - MCP discovery publishes tools that setup and access profiles use. > - Large catalogs currently write one row at a time. > - Repeated page entries can produce duplicate results, and profile writes can partly commit. > - This pull request publishes tools in bounded chunks and makes profile synchronization atomic. > - The result supports large catalogs before connector runtime hooks are enabled. ## Linked Issues or Issue Description **What happened?** Catalog refresh performs one database write per tool. Repeated tool names across discovery pages appear more than once in the result. Default-profile synchronization uses separate statements, so failure can leave a profile without its binding. OAuth callbacks also acquire connection/application locks in the reverse order from publication and setup, allowing a concurrent refresh to deadlock. **Expected behavior** Publish at most 500 tools per catalog statement. Keep one result per tool name, using its last descriptor. Preserve existing IDs, first-seen timestamps, disabled actions, and unchanged review decisions. Commit or roll back default-profile changes together. OAuth persistence must acquire application then connection locks before secret or connection writes. **Steps to reproduce** 1. Refresh a synthetic MCP catalog with 2,500 tools. 2. Return the same tool on two discovery pages with different descriptions. 3. Fail the profile-binding insert during default-profile creation. 4. Overlap personal, organization, or managed OAuth persistence with setup finalization or discovery of a new tool. **Additional context** This is the first feature extracted from #16503. The separate test-only maintenance PRs #16601 and #16610 are merged. This PR now targets master and is the active review. Standing assignments #16603, tool definitions #16604, and access/credential hooks #16605 remain stacked drafts without review requests. ## What Changed - Deduplicate discovery results by tool name and keep the last descriptor. - Upsert catalog rows in transactions of at most 500 tools. - Preserve row identity and operator-disabled status on conflict. Determine default-access candidates from the rows read under each publication lock, so an overlapping refresh cannot restore an action turned Off after another refresh finishes. - Lock the application before the connection during publication, setup finalization, removal, and all three OAuth persistence paths. The OAuth ordering fix is included here so this PR is independently safe; it does not depend on #16605. - Synchronize the managed default profile, its entries, bindings, and managed policies in one transaction. - Add PostgreSQL publication tests and document partial-failure recovery. - Target the existing callback failure injection at profile creation instead of a transaction ordinal. ## Verification - `pnpm exec vitest run server/src/__tests__/tool-catalog-publication.test.ts server/src/__tests__/tool-access-service.test.ts`: 436 tests passed with the OAuth and overlapping-refresh corrections on top of the merged #16610 fix. - The new tests exercise real PostgreSQL with 250 and 2,500 tools, repeated discovery pages, preserved choices, lock contention, and failures between chunks and during profile creation. - Four selected regression cases fail with the production source restored to the parent commit. The implementation was then restored and rechecked. - Six additional real-PostgreSQL regressions cover personal, organization, and managed OAuth persistence against both setup finalization and new-tool discovery. All six reproduce PostgreSQL deadlock `40P01` with the OAuth ordering fix removed; all six pass with it restored. Discovery uses synthetic credential headers to isolate publication locking from credential rotation. - Apex initially returned 3/5 on `0d6013a9649388041975406fe4b0247cd0e695aa`, identifying an overlapping-refresh permission race. Two new PostgreSQL regressions cover both absent and quarantined tools; both prove an agent goes from deny back to allow without the correction, and remains denied with it. The test pauses one refresh after its initial catalog snapshot, completes another refresh, turns the action Off through the service, and resumes the stale refresh. - `pnpm --filter @paperclipai/server typecheck`: passed. - `node scripts/check-maps.mjs`: passed (structural validation only). - `git diff --check`: passed. - Reviewed the complete diff for secrets and personal data before push. - Earlier hosted run 38975428064 failed the maximum-size newline skill-audit watchdog; other interrupted jobs reported runner shutdown/cancellation. The original watchdog failure did not identify whether startup or auditing timed out, so its exact cause remains unknown. The separate merged #16610 isolates the audit deadline from module startup and preserves the audit hang guard. This branch is rebased onto that fix. - Full local build and repository-wide tests were not run. At the previous head `0d6013a9649388041975406fe4b0247cd0e695aa`, all 55 hosted checks succeeded (two optional Storybook checks skipped), and standard Greptile returned 5/5 before Apex identified the permission race above. At corrected head `dc120d2bc879c54c14347db30e74c753bcff61e6`, all 55 hosted checks succeeded (two optional Storybook checks skipped), and a fresh standard review returned 5/5 with no open findings. The second Apex review also returned 5/5 on that exact head (successful Apex check completed 2026-10-16T23:36:44Z). Both earlier findings are addressed, there are no open review threads, and the branch is mergeable against master. ## Risks Each successful catalog chunk remains committed if a later operation fails. A retry completes publication. Provider discovery occurs outside database locks. Default-profile changes commit separately from the catalog chunks and roll back together on failure. Tests use a controlled MCP response; they do not qualify a live provider. There is no schema migration or new plugin API in this PR. ## Model Used OpenAI Codex, GPT-6, with reasoning, repository inspection, code execution, and testing. The exact deployment model ID and context window are not exposed in this session. ## Checklist - [x] I have included a thinking path that traces from project context to this change - [x] I have specified the model used (with version and capability details) - [x] I have checked ROADMAP.md and confirmed this PR does not duplicate planned core work - [x] I have searched GitHub for duplicate or related PRs and linked them above - [x] I have either (a) linked existing issues with `Fixes: #` / `Closes #` / `Refs #` OR (b) described the issue in-PR following the relevant issue template - [x] I have not referenced internal/instance-local Paperclip issues or links (only public GitHub `#NNN` / `github.com/paperclipai/paperclip` URLs) - [x] My branch name describes the change (e.g. `docs/...`, `fix/...`) and contains no internal Paperclip ticket id or instance-derived details - [x] I have run tests locally and they pass - [x] I have added or updated tests where applicable - [x] I have updated relevant documentation to reflect my changes - [x] I have considered and documented any risks above - [x] All Paperclip CI gates are green - [x] Greptile is 5/5 with no open P2s, recommendations, or follow-ups - [x] I will address all Greptile and reviewer comments before requesting merge --------- Co-authored-by: Paperclip <noreply@paperclip.ing> |
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|
Devin FoleyandPaperclip
|
0b62c736a0 |
feat(connections): add generic Daytona API and Toolbox access (#16483)
## Thinking Path > - Paperclip is the open source app people use to manage AI agents for work. > - Apps connections give agents controlled access to external services. > - Daytona provides sandbox, file, command, Git, and account APIs. > - Operators need to assign this access without exposing a server credential. > - A small task-specific tool list cannot serve general Daytona work. > - This pull request adds the published HTTP actions through the existing connection gateway. > - Operators keep control of identity, agent access, and each action. ## Linked Issues or Issue Description **Problem or motivation** Paperclip has a Daytona sandbox provider for its own execution infrastructure. It lacks a normal Apps connection for agents to manage an operator's Daytona account. Reusing the server's provider credential would bypass normal connection ownership and action permissions. **Proposed solution** Add a Daytona connection with personal or shared vault credentials. Generate its action catalog from the official platform and Toolbox API specifications. Use the existing run-bound gateway, grants, action policies, approvals, revocation, and audit paths. Sandbox IDs come from Daytona; tools need no Paperclip task or lease ID. **Alternatives considered** A four-action diagnostic subset cannot support general provider work. Launching the provider CLI would expose host filesystem behavior. Native OAuth is not included because a supported third-party registration path was not verified. The native method uses an organization API key. Existing Composio setup is a separate possible OAuth route and is not qualified by this change. **Roadmap alignment** This extends the existing Apps and Connections provider coverage in `ROADMAP.md`. It uses that system's credential and permission model. GitHub searches found no existing Daytona Apps connector PR or issue. ## What Changed - Add the Daytona catalog entry, provider source override, official theme logos, permission review, and setup documentation. - Generate 274 HTTP actions: 169 platform and 105 Toolbox operations. Record two WebSocket upgrades separately; do not advertise them as HTTP tools. Record source URLs and hashes. - Add provider-focused execution for sandboxes, snapshots, volumes, files, Git, commands, computer use, and account resources. Provider authority still limits which endpoints accept an organization key. - Validate action arguments. Resolve Toolbox targets through the fixed platform API. Check sandbox identity and organization before using an approved Daytona proxy. Keep normal guarded network requests and vault resolution. - Transfer file bytes without reading or writing host files. Share one caller deadline across prerequisite reads, dispatch, and response reading. Bound requests and responses. Do not automatically retry writes with unknown outcomes. Redact the selected credential from results and errors. - Classify credential access, access changes, interactive input, command execution, file permissions, and deletion (including TTL and auto-delete) as destructive actions. Keep new and changed actions under catalog review. - Upgrade saved catalogs and retire the earlier diagnostic names. Hide retired actions from the UI and agent discovery even when provider refresh fails. Preserve existing action choices and historical records. Reject stale same-name contracts during agent discovery and dispatch before a board refresh. - Add database-backed gateway and catalog-upgrade regressions, schema generator tests, a browser setup check, and both capability map updates. ## Verification - Passed on the review-fix head: 57 focused Vitest cases (18 Daytona database/client cases, five HTTP boundary cases, and 34 shared catalog cases), four generator tests, `pnpm -r typecheck`, and `pnpm build`. The five HTTP cases use a real local server through the pinned production transport. The normal browser setup check and 17 generator/artwork cases passed on the initial PR head; those UI and artwork paths are unchanged. - Passed on this branch: brand asset validation, token gates, map structure checks, and `git diff --check`. All latest-head GitHub checks pass on `ea979ccb3a64dc9508807823540f935c4316ea35`. Apex is 5/5, with all five findings addressed and zero unresolved threads. The branch has no merge conflicts. - The initial catalog-generation command could not find the external research corpus. The supported `--definitions-only` mode regenerated the definitions successfully. Unrelated generated drift was excluded. - An earlier full local Vitest attempt on the preview branch failed when bundled PostgreSQL could not start on macOS. After replay onto current master, all three unchanged event-sequencing cases pass with bundled PostgreSQL; the earlier startup cause remains uncertain. - The first full-suite command on this branch used my external test database override. Chat fixtures require a current migrated schema and failed because `agents.lifecycle_state` was absent in that disposable database. A focused comparison reproduces failure with the override and passes with normal setup. That attempt was stopped, and the full suite restarted without the override. Focused Daytona cases use their own migrated PostgreSQL 16 databases. - The clean local full-suite attempt recorded embedded PostgreSQL startup failures in two unchanged native-runtime cases and two failures in unchanged Git fixtures. It was stopped after these failures were isolated; no full local suite pass is claimed. The 15 matching native-runtime cases pass separately. The Git cases fail with the local `init.defaultBranch=main` setting and pass with `GIT_CONFIG_COUNT=1 GIT_CONFIG_KEY_0=init.defaultBranch GIT_CONFIG_VALUE_0=master` limited to the test command. No global Git setting was changed. Full Linux CI is green. - Fixtures use real database persistence and run-bound gateway sessions with provider responses replaced by fixtures. They cover personal/shared vault ownership, reads and writes, file bytes, Off policies, revocation, organization mismatch, untrusted proxy rejection, output bounds, saved catalog upgrades, failed refresh, and permission preservation. - The first Apex review found five valid issues: multipart transport compatibility, destructive classification, caller deadlines, audit filters, and stale saved contracts. All five were fixed with regressions before the second review. A typecheck then found the nullable saved schema hash; admission now accepts that stored type and rejects null as stale. - The browser check covers setup controls without submitting a provider key. No real Daytona account, provider write, native OAuth flow, or agent model run is qualified. Live provider read/write proof remains pending a test account. ## Risks - Daytona keys have broad Toolbox authority, including keys with no selected resource scopes. Only assign this connection to trusted agents and review its action permissions. - Remote writes or commands can continue after a timeout. Calls do not automatically retry an uncertain outcome. - The bridge targets Daytona Cloud. Proxy hosts are restricted; an unrecognized future regional host fails closed. - Files and responses have an 8 MiB bound. Each action has one caller deadline, capped at 30 seconds across all provider requests and response reading. Interactive WebSocket sessions are not exposed as HTTP actions. - The generated JSON snapshot exceeds 1,000 lines because it holds the provider input contracts. Generator logic and execution code remain in separate small modules. Updates require explicit regeneration and catalog review. - No database migration or lockfile change is required. ## Model Used OpenAI Codex, GPT-6. The runtime identifies the model family but does not expose the exact backend model ID or context window. Used reasoning, repository inspection, code editing, shell tools, database verification, and browser tests. ## Checklist - [x] I have included a thinking path that traces from project context to this change - [x] I have specified the model used (with version and capability details) - [x] I have checked ROADMAP.md and confirmed this PR does not duplicate planned core work - [x] I have searched GitHub for duplicate or related PRs and linked them above - [x] I have either (a) linked existing issues with `Fixes: #` / `Closes #` / `Refs #` OR (b) described the issue in-PR following the relevant issue template - [x] I have not referenced internal/instance-local Paperclip issues or links (only public GitHub `#NNN` / `github.com/paperclipai/paperclip` URLs) - [x] My branch name describes the change (e.g. `docs/...`, `fix/...`) and contains no internal Paperclip ticket id or instance-derived details - [x] I have run tests locally and they pass - [x] I have added or updated tests where applicable - [x] I have updated relevant documentation to reflect my changes - [x] I have considered and documented any risks above - [x] All Paperclip CI gates are green - [x] Greptile is 5/5 with no open P2s, recommendations, or follow-ups - [x] I will address all Greptile and reviewer comments before requesting merge --------- Co-authored-by: Paperclip <noreply@paperclip.ing> |
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DottaandPaperclip
|
473c80d13f |
Automatically import and update project repository skills (#16066)
Automatically import skills from new GitHub project repositories and update enabled sources in the background. Preserve project-derived access, saved selections, immutable execution versions and explicit pins; add legacy adoption, refresh and connection repair in Sources. Include durable scheduling and bounded work credits, production Storybook journeys, real GitHub-to-routine acceptance receipts and final-head CI/security/Greptile qualification. Co-Authored-By: Paperclip <noreply@paperclip.ing> |
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DottaandPaperclip
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433d94ee0b |
refactor(maps): generate indexes from local story and feature metadata (#16214)
## Thinking Path > - Paperclip is the open source app people use to manage AI agents for work. > - Feature recipes and Storybook help contributors find behavior, examples, and verification steps. > - Independent feature changes currently update shared catalogs, indexes, and review hashes. > - Those shared files cause merge conflicts and repeated bookkeeping during parallel work. > - This pull request stores metadata in each feature recipe and story, then generates the combined views. > - Contributors can merge independent work without editing a common index. Git and PR evidence retain change and review history. ## Linked Issues or Issue Description **What existing behavior does this improve?** Maintaining the product, agent-access, and Storybook maps while multiple agents change different features. **Current behavior** A story or recipe change can update `catalog.json`, `INDEX.md`, review hashes, verification tables, and tracked generated navigation. Two unrelated changes then conflict in the same files. **Proposed behavior** Each story declares capability links and classification in `parameters.paperclip`. Each feature recipe declares its navigation and optional verification guidance. Startup, build, and UI typechecking discover these sources and generate ignored indexes and Storybook pages. **Reason and benefit** A routine change edits its own source files. Aggregate metadata is rebuilt from the merged checkout. There is no sidecar registry, shared review journal, or hash acknowledgment to maintain. **Breaking changes** The tracked Storybook catalog and index paths are retired. Consumers use `ui/storybook/generated/` or `maps/generated/` after generation. Contributor instructions and the existing feature-gap browser suite use the new paths. Story and overview IDs remain stable. ## What Changed - Move the existing annotations into 262 story files. Preserve classifications, capability associations, exports, and explicit IDs. - Discover all 35 feature recipes. Store section/order beside each recipe and move durable verification routes out of the shared table. - Remove tracked catalogs, inventories, overview pages, and inline preview ordering. Keep authored preview behavior in `preview-base.tsx`. - Generate the Storybook guide, feature/access Markdown indexes, gap report, page-reference inventory, and preview wrapper automatically. - Update the map contracts and maintenance skills to use Git history and revision-specific PR/CI evidence. - Add schema, identity, regeneration, and actual Git merge tests. Run these through the existing UI Vitest suite. Add focused browser navigation checks. This is one coordinated migration. Most of the 367 changed files contain only moved metadata or deleted generated content. Review the generator scripts, map contracts, Storybook configuration, and tests first. No product API or authorization behavior changes. ## Verification Passed: - `node scripts/check-maps.mjs`: 35 paired areas and 175 capabilities. - `node scripts/storybook-catalog.mjs --check`: 262 suites and 2,485 authored stories after incorporating current master. - `node --test scripts/check-maps.test.mjs scripts/storybook-catalog.test.mjs scripts/storybook-feature-index.test.mjs`: 28 tests, including independent branches merged in both orders with identical generated output and no tracked changes. - `pnpm --filter @paperclipai/ui exec vitest run storybook/map-tooling.test.ts`: the CI entrypoint runs those map tests. - `pnpm check:token-gates`. - `pnpm -r typecheck` and `pnpm build` before the final master rebase. - `pnpm build-storybook`: all 2,517 original story/docs URLs retained. Current master contributes exactly four additional recovery stories. - Focused Playwright navigation checks: search and open a feature without examples; expand verification guidance and check source links; retain capability order and follow a related Foundations suite. The final clean Storybook build passed after deleting every ignored map output. Post-rebase UI typechecking and both browser tests passed. The working tree stays clean after generation. The concurrent-cleanup regression fails with `ENOENT` without the fix and passes with it. All GitHub CI gates passed on `00fc7ec18e`, which also received Greptile 5/5 with no unresolved findings. The final merge commit `1c3c5143a6` incorporates master and resolves only the two modify/delete conflicts by retaining removal of the aggregate index and catalog. Master’s new workspace feature and access guidance is preserved. Map validation, catalog generation, overview generation, all 28 map tests, and diff checks pass after conflict resolution. The maintainer explicitly requested merging without another Greptile review. CI has not been rerun to completion on this merge commit. The local repository-wide `pnpm test:run` was stopped before completion after the earlier CI matrix passed; it is not reported as a local pass. No screenshot baselines or production acceptance are claimed. To repeat the browser check against an owned Storybook server: ```sh PAPERCLIP_GAP_STORYBOOK_URL=http://127.0.0.1:6136 pnpm exec playwright test --config tests/storybook-visual/feature-gap-stories.config.ts map-navigation.spec.ts ``` ## Risks - Existing branches need a one-time rebase to move their catalog changes into local annotations. The PR incorporates the recovery changes from current master. - Changing the same story or capability can still produce a meaningful conflict. This removes the shared aggregate bottleneck. - The generator uses Storybook's existing CSF parser. Literal-only annotations and parser regression tests protect the current contract. - Generated Markdown is available after running the generator; the published Storybook provides a browsable guide. - Shared source changes still require review. Removing hashes removes mechanical acknowledgments; it does not establish runtime parity. ## Model Used OpenAI Codex, based on GPT-6, with repository inspection, code execution, and browser-test tools. The exact deployment model ID and context window were not exposed in this session. ## Checklist - [x] I have included a thinking path that traces from project context to this change - [x] I have specified the model used (with version and capability details) - [x] I have checked ROADMAP.md and confirmed this PR does not duplicate planned core work - [x] I have 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 on the previously reviewed head `00fc7ec18e`; final conflict-resolution checks are documented above - [x] Greptile is 5/5 with no open P2s, recommendations, or follow-ups on `00fc7ec18e`; another review was waived by the maintainer - [x] I will address all Greptile and reviewer comments before requesting merge --------- Co-authored-by: Paperclip <noreply@paperclip.ing> |
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Devin FoleyandPaperclip
|
833769ab55 |
perf(chat): schedule Telegram maintenance from commits and deadlines (#16094)
Replace periodic Telegram discovery and maintenance scans with bounded startup recovery, connection-specific commit notifications, and durable action deadlines. Preserve ownership, inactive subscription parking, retry and cleanup recovery, and atomic credential binding updates. Verified full typecheck/build, 30 focused scheduler tests, 12 database-backed recovery cases, all current-head CI checks, and Greptile 5/5 with no unresolved threads. Co-Authored-By: Paperclip <noreply@paperclip.ing> |
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DottaandPaperclip
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7d9b93aee2 |
docs: establish paired feature and agent access maps (#16025)
## Thinking Path > - Paperclip is the open source app people use to manage AI agents for work. > - Contributors use the feature map to understand and verify product capabilities. > - Agents need APIs and usable entry points within their permission boundaries. > - Product recipes and agent access need separate records with shared capability IDs. > - This pull request establishes that contract and gives maintenance ownership of both maps. > - The benefit is repeatable access review without changing product behavior or permissions. ## Linked Issues or Issue Description Refs: #15983, which added the portable verification skills and updated the feature map. This is its contract-only follow-up. Related: #15288 added the original feature map. **Issue type** Missing documentation and maintenance contract. **Where is the issue?** The product map, its missing agent access companions, and the verification skills. **What's wrong?** There is no shared convention for API presence, agent entry points, permission boundaries, access gaps, or evidence. An API declaration does not prove that a permitted native or remote agent can use it. **Suggested fix** Keep the product and agent access maps as siblings under `maps/`. Reuse capability IDs. Record representative source inventory separately from operation review and live proof. Keep both maps aligned through the maintenance skill. ## What Changed - Move the existing product map to `maps/feature-map/`. Preserve its recipes and Poteto format. Update relative links and add companion links. - Add `maps/agent-access-map/` with 35 area files and 171 matching capability IDs. Seed representative API operations, agent paths, policies and known gaps from the reviewed source inventory. Mark entries as `baseline`, `source-only`, and live verification `not-run`. - Define the shared contract in `maps/README.md`. Track API presence, agent availability, policy, evidence and review depth separately. Require operation enumeration before marking a broad capability operation-reviewed. - Extend `maintain-verification-skill` to reconcile both maps and inspect actual route policy and production tool admission. Update creation, verification, notices and contributor references to use the shared contract. - Add `scripts/check-maps.mjs` and ten regression tests. Check matching areas/IDs, indexes, references, contract fields, API method/path examples, justified exceptions and evidence-state consistency. - Keep the coverage inventory unchanged. Preserve skill invocation policies and both MIT license blocks. No product API, permission, UI, runtime helper, migration, dependency or workflow changes. ## Verification - Passed: `node scripts/check-maps.mjs` reports 35 paired areas and 171 matching capability IDs. All local map references resolve. - Passed: `node --test scripts/check-maps.test.mjs` runs ten tests. Fixtures cover missing companions, renamed/orphan/duplicate IDs, broken references, missing operation fields, empty exceptions, missing API examples, empty policy fields, and verified evidence without passed verification. - Passed: metadata validation for all three verification skills. Skill and contributor links resolve. Invocation policies and both license blocks are unchanged. - Compared relocated recipes with current master. Contents differ only in relative links and companion links. `coverage.json` is byte-for-byte unchanged. Master's updated read-only interaction test reference is retained. - Passed: `git diff --check`. The branch starts from current master and contains only this contract change. - Repository-wide typecheck, tests and build were not run locally for this documentation and Node structural-check scope. Live agent access was not exercised. Those gaps are explicit in the baseline entries; the structural check does not certify behavior. CI and automated review are pending. ## Risks - The companions are representative source baselines. They are not complete operation inventories or passed agent journeys. - The checker cannot establish actual permissions, native tool admission, operation completeness or truthful live evidence. Maintenance must inspect source and verify with the actual permitted agent context. - External links to the old product-map directory may need updates. Repository references have been updated. - Existing access gaps and board/user restrictions remain recorded. This contract does not change authority or implement missing paths. ## Model Used OpenAI GPT-6 through Codex assisted with this change. The session does not expose the exact serving model ID, configured context-window size, or reasoning setting. Capabilities used: source analysis, file edits, shell commands, and structural regression tests. ## 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 - [ ] All Paperclip CI gates are green - [ ] 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> |