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Author SHA1 Message Date
DottaandPaperclip 9ef434fe79 docs: expose feature map IDs and add a recipe index (#16987)
## Thinking Path

> - Paperclip is the open source app people use to manage AI agents for
work.
> - Its feature map describes user journeys and their verification
paths.
> - The map already defines feature IDs and full capability IDs.
> - The README and child pages did not show those IDs consistently.
> - Readers need those IDs to connect issues, tests, stories, and
evidence.
> - This pull request adds a recipe index and displays the existing IDs.
> - The benefit is clear references across the product and agent access
maps.

## Linked Issues or Issue Description

**Issue type**

Missing documentation.

**Where is the issue?**

`maps/feature-map/README.md`, the child recipes, and their agent access
companions.

**What's wrong?**

The README sends readers to Storybook to browse features. Child pages
show local keys, such as `installation`, without the full
`plugins/installation` ID. Readers must inspect the generator to find
the full reference.

**Suggested fix**

List recipe links and existing IDs in the README. Show each feature ID
and full capability ID in its child pages. Explain capability IDs and
entry-point references. Keep the current keys and anchors.

Related work: Refs #15288. Refs #16052. Refs #15983. No duplicate open
PR or issue was found by title search.

## What Changed

- Add an index grouped by feature area. It lists every recipe, feature
ID, and full capability ID.
- Explain how IDs are formed and used in issues, tests, Storybook, and
evidence.
- Add feature IDs to all product recipes and agent access companions.
- Show full capability IDs beside recipe keys and below access and
Storybook guidance headings.
- Preserve existing keys, heading anchors, and generated ID values. Keep
the latest upstream company capability in the index.

## Verification

- `node scripts/check-maps.mjs` passes for 34 feature families and 175
capability IDs.
- `node --test scripts/check-maps.test.mjs
scripts/storybook-feature-index.test.mjs` passes all 17 tests.
- `node scripts/storybook-feature-index.mjs` passes on this checkout and
generates the feature indexes and overview inputs.
- `git diff --check` passes.
- A source comparison confirms that the README matches the recipe index.
After removal of the added ID labels, all 68 child pages match the
upstream prose and headings.
- Full workspace checks were attempted: `pnpm -r typecheck`, `pnpm
test:run`, and `pnpm build`. They could not start because the local pnpm
wrapper could not fetch and verify the pinned pnpm 9.15.4 release. This
checkout also has no workspace dependencies installed.
- `node scripts/storybook-catalog.mjs` could not run because
`storybook/internal/csf-tools` is not installed. The direct map and
index checks above pass without that dependency.
- Remote typecheck, release-registry, and full build checks passed. The
first attempts of [server shard
3/12](https://github.com/paperclipai/paperclip/actions/runs/39460473910/job/118758430448)
and [server shard
12/12](https://github.com/paperclipai/paperclip/actions/runs/39460473910/job/118758429932)
stopped after their runners received a shutdown signal. The test steps
were canceled. GitHub rejects the rerun request with HTTP 403: "The
workflow run containing this job is already running". Five other CI jobs
remain active. The next action is to rerun the two interrupted shards
after workflow 39460473910 ends. No application changes were made to
address these runner interruptions.
- To inspect the result, open the feature-map README, follow a recipe
link, and compare its full capability IDs with its access companion.

## Risks

- Low risk. The change updates map documentation only. It changes no
application code or ID schema.
- The readable README index and child labels repeat source IDs. Keep
them aligned when a capability changes.
- Generated capability descriptions now include the visible ID prefix.
Generated IDs, labels, navigation order, and verification fields remain
the same.
- Full local workspace checks and catalog generation remain unverified
for the environment reasons above.

> For core feature work, check [`ROADMAP.md`](ROADMAP.md) first and
discuss it in `#dev` before opening the PR. Feature PRs that overlap
with planned core work may need to be redirected — check the roadmap
first. See `CONTRIBUTING.md`.

## Model Used

OpenAI Codex, model `gpt-6.1-sol`, with a 475,000-token context window
and `xhigh` reasoning effort. The model used local file tools, shell
commands, and GitHub CLI access.

## 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
- [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>
2026-10-20 12:00:36 -05:00
Nicky LeachandPaperclip 5f5602bba7 feat(plugins): synchronize standing connection assignments (#16603)
## Thinking Path

> - Paperclip is the open source app people use to manage AI agents for
work.
> - Lifecycle plugins prepare agent runtimes outside the control plane.
> - They need committed connection assignment changes without polling.
> - A reader and its revision hooks must cover the same fields.
> - This pull request adds a bounded standing-assignment snapshot and
its matching hooks.
> - Plugins can react to assignment changes while execution keeps its
existing access checks.

## Linked Issues or Issue Description

**What happened?**

The agent runtime reader does not expose standing connection
assignments. Changes to connection installs, active profiles, and
connector feature switches do not request synchronization. Adding
company-wide invalidation also exposes lock inversions in assignment
writers and AI adoption.

**Expected behavior**

The owning lifecycle plugin can read a bounded assignment snapshot.
Every committed change to its stored fields advances the runtime
revision. Rollback removes both the change and its event. Assignment
writers finish without a lock-order cycle.

**Steps to reproduce**

1. Install a connection or bind an active profile to an agent.
2. Read its runtime inputs through the owning lifecycle plugin.
3. Rename or disable the connection, revoke the assignment, or switch
connector features.
4. Expect a committed runtime event and an updated snapshot without
periodic polling.

**Additional context**

Extracted from #16503. Catalog publication #16602 and the separate test
maintenance PRs #16601 and #16610 are merged. This PR now targets master
and is the active review. Tool-definition hooks #16604 and
access/credential hooks #16605 remain drafts without review requests.

## What Changed

- Add SDK types and an owning-plugin runtime snapshot for installed
connections, active profile IDs, and effective connector feature
switches.
- Reject more than 512 connections or 128 active profiles instead of
returning partial data.
- Add migration 0354 for the exact stored fields used by the snapshot,
with transaction-coalesced invalidation. Agent-targeted bindings and
installs notify only their old/new target agents;
project/routine/issue/gateway bindings are outside the snapshot and
produce no notification.
- Use ordered agent locks that are compatible with foreign-key
references and exclude runtime readers. Prelock complete old/new target
sets before replacing assignments or restoring managed profiles.
- Record one company baseline at delivery startup for process-managed
feature overlays.
- Lock assignment inputs before install saves, task completion, and
email assignment. Setup finalization reads the locked connection state
and prelocks company agents before activating, re-enabling, or reviving
a profile.
- Make profile binding and reassignment writes transactional and lock
parent profiles first. Keep target validation and profile/detail reads
on the reserved transaction connection, including with a one-connection
pool.
- Lock company agents in order before validated AI adoption. Keep
adoption and shared configuration writes at `FOR NO KEY UPDATE`,
avoiding an upgrade that can deadlock foreign-key inserts during gateway
creation. Configuration fields cannot change agent identity; lifecycle
transitions and deletion retain their existing locks.
- Document supported coverage and the inputs reserved for later PRs.

## Verification

- Thirteen affected suites passed: 757 tests covering runtime
hooks/assignments/skills, concurrent skill publication, tool
access/catalog, task connection intents, lifecycle delivery, email, AI
accounts, migration histories, snapshot drift, and the agent lifecycle
module. This includes the merged catalog PR's OAuth and
overlapping-refresh regressions.
- The assignment suite passes all 24 cases, including bounded snapshots,
company/agent isolation, rollback, health-field no-ops, process-start
feature overlays, and real lock contention.
- Four one-connection PostgreSQL regressions reproduce the earlier
helper-read hangs before the correction; bind, unbind, delete, and
reassign complete with it. The earlier adoption/gateway probe exposed
both lock upgrades: changing only validation still deadlocks in shared
configuration. Current scoped coverage verifies adoption with
agent-targeted binding writes; gateway-only bindings no longer
invalidate this snapshot.
- The original ordered-adoption regression reproduces PostgreSQL `40P01`
without ordered company-agent locking. Scoped-recipient tests reproduce
unrelated-peer journaling before the trigger correction and verify
repeated bind/unbind operations leave peers untouched, ignored binding
types produce no events, both reassignment recipients are reached, and
coalescing remains intact.
- Six replacement contention cases cover installs, existing setup,
activation, re-enabling, profile revival, and profile reassignment.
Negative controls reproduce `40P01` without the corresponding
target/company prelocks; all cases pass with the guards. Activation
decisions use the connection row reread under lock.
- An initial contention fixture failed because its settings connection
lacked an MCP URL. Supplying the fixture URL and controlled lookup
corrected that test setup error.
- Server typecheck, database migration numbering/safety, five-snapshot
retention, feature-map structural validation, and `git diff --check`
passed. Migration metadata preserves historical journal entries and adds
no schema change. The complete diff was reviewed for secrets and
personal data before push.
- Earlier hosted PR CI runs 38983440861 and 38985530069 passed; the
superseded promotion run 38983440470 was cancelled. Superagent
acknowledged the recipient fix and accepted the documented company-wide
cost at `359b5b2f30a8a0248177367e458663d5379810d1`. Its two standard
Greptile summaries were conditional on a later setup correction and were
not counted as independent acceptance; the setup correction is now
included here.
- At `7da246aab46274db1a120a0546abbb404c5427c7`, hosted PR run
38986958988 passed: all 55 checks succeeded, with two optional Storybook
checks skipped. Superagent passed, all review threads are resolved, and
standard Greptile independently returned 5/5 with no blocking findings
(review completed 2026-10-17 00:40 UTC). Apex independently returned 5/5
with no actionable findings (completed 2026-10-17 00:50 UTC). CI was
rechecked after Apex and remains green; the branch is mergeable against
master. Full local build and repository-wide tests were not run.

## Risks

Migration 0354 adds database functions and triggers without changing
table schema. Apply it through the normal migration flow. Agent-targeted
bindings and installs only notify their affected agents. Explicit
company-wide assignments, connection metadata, profile
activation/removal, and connector feature switches retain synchronous,
transaction-atomic company fanout. Each such transaction takes ordered
row locks and inserts up to one connector runtime event per eligible
company agent: O(number of eligible agents) work and journal storage,
with no company-size cap or cross-transaction mutation quota. This
remains an intentional scope tradeoff for this PR; deferred fanout is
not implemented. Many of these conservative changes can request
preparation even if an individual snapshot stays unchanged. Snapshot
limits fail closed. This PR provides desired assignments, not
credentials or task authorization. Later PRs must add mutation coverage
before consumers can rely on immediate synchronization of tool
definitions or credentials.

## 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>
2026-10-16 17:55:47 -07:00
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>
2026-10-15 14:05:26 -07:00
DottaandPaperclip 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>
2026-10-12 14:52:28 -05:00