Commit Graph
7 Commits
Author SHA1 Message Date
DottaandPaperclip 7944ed3d97 fix(runner): preserve hire runtime safety and first-activity timing (#13852)
## Thinking Path

> - Paperclip is the open source control plane for companies of AI
agents.
> - Native runner agents need governed tools, durable runtime state, and
useful execution evidence.
> - A first activity trace waited 53.467 seconds even though tool
activity took 6.274 seconds; provider input arrived before the server
API call executed.
> - Native agents also need a safe way to hire teammates without asking
the model to rebuild runtime configuration.
> - This pull request separates the observed ACP input-stream window
from the actual server `tool.execute` span and adds a server-owned
native hire contract.
> - The benefit is clearer latency evidence and safer native teammates
with existing approval, auth, and company boundaries preserved.

## Linked Issues or Issue Description

Related Daytona provenance work is in
[#13814](https://github.com/paperclipai/paperclip/pull/13814). No
duplicate public PR was found for this combined timing and native-hire
change.

**What existing behavior does this improve?**

Native runner agents can use governed tools and request hires. The
server did not expose a safe native hire operation that reused the
caller's validated runtime settings. First-activity traces also mixed
provider input timing with server tool execution timing.

**Current behavior**

A native hire must construct a separate runner configuration. Full
configuration copying could expose paths, instructions, secrets, or
sessions. Timing evidence could make a provider or MCP identity join
appear proven when the trace did not contain that join.

**Proposed behavior**

The native `hire_agent` operation accepts identity and persona inputs.
The server sends `adapterType: "paperclip_runner"` with
`inheritRuntimeFrom: "caller"`, then copies only validated provider,
model, permission, lifecycle, and bounded execution settings. It
inherits and validates the default environment, derives the managed AI
binding through existing normalization, preserves approval and
permissions, and creates fresh child instructions. Caller secrets,
paths, prompts, and sessions are excluded.

Provider events now include the optional boolean `inputUpdated`, with
Rust forwarding support. Timing evidence separately records the ACP
input-stream window and the actual server `tool.execute` activity. It
does not claim a provider or MCP join without matching evidence.

**Reason and benefit**

Native agents can hire teammates that start with the caller's approved
execution policy. Operators retain company boundaries, auth rules,
approval gates, and requalification. Reviewers can distinguish provider
streaming time from server API execution time when diagnosing
first-activity delays.

**Breaking changes**

None for existing hires or tool calls. `inheritRuntimeFrom` is optional
and only applies to same-company native agent callers. Conflicting
explicit runtime settings are rejected. The provider event field is
optional for existing producers.

## What Changed

- Added the native `hire_agent` protocol action, catalog entry, API
contract, and runner authority checks.
- Added `inheritRuntimeFrom: "caller"` validation and a closed native
runtime inheritance allowlist.
- Preserved managed AI binding normalization, default-environment
validation, approval snapshots, permissions, requalification, and fresh
child instructions.
- Added provider `inputUpdated` schema support and Rust forwarding.
- Added first-activity and server tool timing evidence with conservative
identity-join handling.
- Added route, authority, provider-event, sidecar, API, catalog, and
Rust-focused tests.
- Kept private Honeycomb links, raw traces, and local result paths out
of this description.

## Verification

Focused checks passed:

- 458 timing/session checks.
- 61 native hire inheritance checks.
- 20 hire authority checks.
- 1,741 API checks.
- 106 catalog checks.
- 54 provider sidecar checks.
- 12 Rust provider checks.

Live R2 and R3 each passed 45 checks across 6 runs (361,135 ms for R2).
R1 stopped at missing Docker image setup. The final trace is available
at
https://ui.honeycomb.io/paperclip/environments/test/datasets/paperclip/result/BiMypLNvmiB?tab=traces.
Latest-head CI passed all required build, typecheck, Rust, static,
Vitest, serialized-server, workspace, chat, and E2E jobs. The focused
local checks listed above passed; the broad local suite was not run
before the live evaluation, while CI provides the full repository
verification.

## Risks

- Timing fields describe separate observed windows. They do not prove a
provider or MCP owner without a valid trace join.
- The inheritance allowlist must stay synchronized with native runner
configuration fields.
- Approval snapshots include resolved safe inherited settings and should
be reviewed when native configuration fields change.
- The focused local suite is narrower than the full repository suite;
latest-head CI covers the broader repository checks.

> Roadmap review: `ROADMAP.md` places this work within Paperclip's
bring-your-own-agent direction. It extends existing native runner hiring
and observability behavior.

## Model Used

OpenAI GPT-6 (exact serving model ID is not exposed), with extended
reasoning and repository tool use; GPT-5.6 Luna assisted with focused
implementation and verification work.

## 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 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>
2026-09-22 23:16:11 -05:00
DottaandPaperclip 43acbcc398 fix(runner): preserve sessions and complete question and approval continuations (#13655)
## Thinking Path

> - Paperclip is the open source app people use to manage AI agents for
work.
> - The native runner connects task state to provider sessions.
> - Follow-up turns must retain provider memory and carry new user
direction.
> - Lost session IDs caused repeated context and extra input tokens.
> - Native question answers and approval races could leave valid work
blocked.
> - This pull request repairs those paths and adds regression coverage.
> - Agents can continue accepted work without repeating the conversation
or losing the user's answer.

## Linked Issues or Issue Description

Refs #13574. That merged PR shortened continuation prompts and moved
question instructions into tool documentation. This change preserves
sessions and fixes failures exposed by broader testing. Related runtime
work: #13408 and #13410.

**What happened?**

Native follow-up turns could lose the provider session ID. Completion
guidance could replace the original task with its latest comment. Claude
native questions could remain pending after the user answered. Approval
during a running tool call could suspend the run before the tool
response arrived. Onboarding and chat handoff instructions also caused
repeated planning or missing plan documents.

**Expected behavior**

Reuse a valid provider session. Send only new events when that session
already has the history. Preserve the task requirements and apply later
user direction. Store the question answer and deliver it to the waiting
run. Finish governed tool responses before suspending. Execute the
accepted plan without asking for the same approval again.

**Steps to reproduce**

Run the continuation, local-session-integrity, first-task, and
agent-chat suites with native Codex and Claude. Include
provider-question-bridge, accept-while-running, and plan-handoff.

**Paperclip version or commit**

This branch is based on master d54b75011. The active full catalog run
tests 4e75881db. Later review fixes have separate regression coverage.

**Deployment mode**

Isolated local instances and Daytona sandboxes in the existing Runner
full-stack E2E harness.

## What Changed

- Retain provider session identity across turns and late usage
snapshots. Send new continuation events on session reuse, with full
context available for a fresh session.
- Preserve task requirements and later direction in completion guidance.
Return the current contract revision after a stale completion
submission.
- Bridge native Claude questions to saved Paperclip cards. Submit
answers through the saved card and resume the same run.
- Delay governed suspension until tool results settle. Add a
deterministic test barrier for approval during an active run.
- Clarify free-text question examples, explicit onboarding plans, and
execution of accepted chat plans.
- Fix continuation readiness, verified output evidence, and declared
screenshot collection.
- Qualify the legacy Claude test CLI at 2.1.277. The old 2.1.19 CLI did
not discover mounted skills. Update the existing workflow pin and
isolated launcher together.
- Refresh the Daytona image lockfile integrity pin after reviewing
master patch updates.
- Carry continuation mode as runtime metadata instead of inferring it
from user-visible text. Install the test Claude CLI without lifecycle
scripts.

## Verification

- Targeted paid verification: 20/20 cases passed across
local-environment campaigns before the rebase.
[Report](https://pages.paperclip.ing/runner-e2e-seven-fixes-35397904249/).
- Harness checks: 379 unit tests passed; harness typecheck passed.
- Latest-head PR checks: 55 passed, two intentionally skipped. Greptile
is 5/5; the security scan passes.
- Review regressions: 350 executor tests and 204 session/driver tests
passed. A script-free Claude install was verified with the actual CLI.
- Full catalog, including the explicit-only everyday suite: [run
35417932353](https://github.com/paperclipai/paperclip/actions/runs/35417932353).
Completed: **164/205 passed; 41 failed**. [Full dashboard and failure
investigation](https://pages.paperclip.ing/runner-e2e-full-catalog-35417932353/).
Includes 204 case artifacts and one pre-case GitHub authorization
timeout; missing evidence is not scored as a pass. The full run tested
`4e75881db`; Final-head metadata/CLI smoke cases both passed. In the
separate [six infrastructure
retries](https://github.com/paperclipai/paperclip/actions/runs/35419769343),
the GitHub timeout case passed and all five Docker preflight failures
repeated. [Follow-up
dashboard](https://pages.paperclip.ing/runner-e2e-full-catalog-35417932353/follow-up/).
- Full local typecheck and build passed on the rebased branch. The full
local unit run completed with 657 passing files, two test timeouts and
one suite setup timeout. All three affected files passed when rerun in
isolation (84 tests). The first full local run was not clean.
- Focused regression coverage includes the live question bridge,
same-run response delivery, UI routing, stale revisions, approval
overlap, and session reuse.

## Full-catalog follow-ups

- Test infrastructure: 14 Claude everyday cells probe an absent host
CLI; six cells failed pre-task GitHub/Docker qualification (GitHub
passes on retry; all five Docker cases repeat; the workflow preflight
allowlist omits their case IDs); five ACPX Codex cells cannot create
sandbox namespaces.
- Runtime: four OpenCode completion-criteria mismatches masked by
shutdown errors, one service-approval suspension failure; three Daytona
recovery failures encounter existing skill files; one duplicate
completion wake.
- Confirmed test defects: question pagination and a noncanonical plan
document key.
- Product/behavior: mismatched visible/required question sets, an
attachment instead of the requested task document, one lone-option
onboarding question, early completion instead of review, and a Codex
Mini completion-schema failure.
- The report job itself fails on trusted master’s stale patch/lock
configuration. The linked report is rebuilt with the shared renderer
from original cell results and public fixture screenshots; it excludes
private snapshots, logs and traces.

These are investigated follow-ups, not silently regraded passes.
First-task passed 51/52. The PR checks are green independently of the
broader catalog’s behavioral/infrastructure failures.

## Risks

- Session reuse depends on a valid provider identity and context
coverage. Fresh-session fallback and reset tests cover this boundary.
- Native question delivery spans saved interaction state and a live
provider run. Tests cover duplicate events, closed runs, and same-run
answers.
- Provider behavior varies. The full paid catalog may expose failures
beyond these targeted fixes; those results will be reported without
relaxing valid approval or output checks.
- The legacy Claude version update is limited to test infrastructure. No
database migration is included.

## Model Used

OpenAI Codex, GPT-6 family, with repository inspection, code execution,
and browser/E2E tools. The exact runtime model identifier and
context-window size 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 (targeted checks and all
three timeout-file reruns pass; full-run timeout caveat above)
- [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>
2026-09-19 07:42:57 -05:00
DottaandPaperclip 11921075a4 Add first-task onboarding skill and Runner E2E coverage (#13517)
## Thinking Path

> - Paperclip is the open source app people use to manage AI agents for
work.
> - The first task helps a new user define and approve useful work.
> - That workflow needs reusable instructions and tests against the
production experience.
> - Native Codex and Claude must load the assigned skill, including
after resume.
> - Maintainers need recorded conversations and precise failed checks to
judge regressions.
> - This pull request adds the first-task skill and a suite in the
shared Runner E2E harness.
> - It keeps behavior results separate from informational quality scores
and incomplete recordings.

## Linked Issues or Issue Description

**What existing behavior does this improve?**

The first onboarding task and the Runner E2E report used to review it.

**Current behavior**

Onboarding embeds its policy in a hidden brief. Native Codex drops the
skill-instructions setting at the Rust boundary. The shared E2E harness
has no onboarding suite or full conversation view.

**Proposed behavior**

Assign and invoke `/first-task` for the onboarding task. Send selected
Codex skills as structured protocol inputs. Run twelve scenarios across
legacy Codex, legacy Claude, native Codex, and native ACPX Claude.
Include all 48 cells in full campaigns. Show recorded chat, question and
approval cards, exact checks, instructions, and billing in the shared
dashboard.

**Reason and benefit**

Measure the real onboarding experience before changing prompts.
Distinguish infrastructure failures, behavior failures, and unexercised
journey steps.

**Breaking changes**

No database migration or production API change. First-task instructions
now live in an assigned skill. The user-edited persona is preserved; the
skill includes the maintainer-approved proposal-mode mapping and
saved-plan requirement.

Related: #11043 is earlier onboarding work. #13422 already fixes native
Claude model pinning, context delivery, and read permissions on master;
this branch includes those fixes through its base. The new Claude
recovery test supplements them.

## What Changed

- Extract and assign the first-task skill while retaining the production
greeting and opening question.
- Carry the Codex skill-instructions flag through thread start and
resume. Resolve explicit task skill references only against assigned
skills and send native skill inputs.
- Invoke an unambiguously selected assigned skill through Claude ACPX’s
native slash-command parser on initial and resumed turns, retaining the
entire task/wake envelope as its argument. Do not carry that invocation
into ordinary tasks.
- Restore the saved single-task proposal modes: confirmation card, or
saved plan with revision-targeted checkbox approval. Explicit plan
requests also require a saved plan.
- Add first-response and complete-journey cases with fixed user facts,
acceptance checkpoints, durable outcome checks, and accounting for child
runs.
- Fail the eval when choice questions have fewer than two real options.
Recognize planning documents without treating them as completed work.
- Add optional, bounded quality judging as explicit post-processing.
- Render full conversations and static interaction cards in the shared
report. Conversations start folded. Show original and regraded results
and incomplete journeys distinctly.
- Keep credential-persistence scanning outside the first-task behavioral
suite; retain public evidence redaction.
- Refresh generated capability references after the API-reference edits.
- Correct shared native question guidance and tool schemas: choices need
at least two meaningful options; open-ended questions use canonical text
fields with the required compatibility payload. Verify both formats
through real tool-authority persistence.
- Disable announcements automatically for every isolated Runner E2E
process and label the gallery environment/provider/target explicitly.
- Remove CI races in the GitHub connection browser test and native
session recovery test by waiting for the actual async work before
asserting its results.

## Verification

- `pnpm exec vitest run
server/src/services/onboarding-first-task-assets.test.ts
server/src/__tests__/issue-onboarding-first-task-routes.test.ts`: 19
passed.
- `pnpm --dir packages/paperclip-runner exec vitest run
src/drivers/acpx/runtime-host.test.ts
src/drivers/acpx/native-skill-prompt.test.ts
src/cli/acpx-runtime-sidecar.test.ts`: 70 passed. Native command
forwarding and the 1 MiB input boundary both failed before their fixes
and passed afterward. Coverage includes changed skills on reopen,
approval context, and an ordinary subsequent task.
- Runner E2E unit suite: 306 passed. Harness typecheck passed. The 64
first-task fixture and grader tests also pass.
- Full repository typecheck and build passed locally. Server typecheck
and Runner build passed again after the native-command change.
- Full GitHub Actions CI passed on `23e56447b`: all
server/workspace/browser shards, Runner verification, typecheck/release
registry, build, canary, policy, and Docker checks. Greptile reviewed
this exact head at 5/5 with no unresolved threads. The earlier broad
local run had database startup/timing failures that passed isolated
retries; the complete remote suite is green.
- Merge verification against current master: 312 harness tests and 13
native recovery tests passed. Regenerated semantic contracts and fixture
hashes pass their consistency check. Full local typecheck and build also
passed on the stacked queue branch. After merging the latest master and
preserving the GitHub setup timing regression in the split browser
suite, both focused GitHub browser tests passed. Three CI timing/startup
flakes passed local verification and one remote retry; all latest-head
checks are green.
- Real pinned Claude SDK and Claude ACP JSON-RPC probes against a local
mock API confirmed that `/skill-name` expands the assigned skill body
before the model request and retains the task arguments. A prose mention
does not. The probes made no paid model calls. The ACP probe used the
current first-task skill body and retained the wake arguments.
- [Full 48-case campaign and
report](https://pages.paperclip.ing/runner-e2e-first-task-35053063880/):
44 passed after three interrupted Codex cases completed in targeted
reruns. Original results, regrades, and all 51 executions remain in the
report provenance.
- [Claude campaign after the shared-question
fix](https://pages.paperclip.ing/runner-e2e-first-task-claude-35099525201/):
10/12 passed with zero single-option failures. All 12 recorded the
current assigned skill and corrected guidance. The failures exposed
skipped skill invocation and a missing saved plan. This PR adds native
command invocation and explicit saved-plan instructions; the subsequent
report below still shows behavior failures.
- [Fresh 12-case Claude
report](https://pages.paperclip.ing/runner-e2e-first-task-claude-35102737804/)
at `78452129e`: 10/12 pass after correcting two false proposal-matcher
failures. The recordings said “Here is the task I will create and
run/complete” in approval cards; the old matcher missed that word order.
Regression tests failed before the fix and pass after it. Original
results and offline regrade provenance remain linked. No agent rerun was
needed. Zero single-option-question failures; two behavior failures
remain: direct work before acceptance on a plain first message, and an
explicit plan request without a saved plan. Neither check was relaxed.
The follow-up `82087ac7e` fixes command-prefix size accounting;
`94aefb1f3` fixes only that proposal matcher.
- Report browser checks confirm folded conversations, rendered cards,
explicit Local/Daytona labels, and no page errors. The published-object
audit scanned 1,306 text files across 2,154 objects with no
credential-format findings or prohibited files. Image pixels and unknown
token formats are outside that scan.

## Risks

- Model behavior is nondeterministic. One campaign is evidence, not a
guarantee. The two remaining Claude behavior failures are visible in the
report and require further product work; this PR does not claim all
onboarding scenarios pass.
- The suite checks persisted Paperclip effects. It cannot prove the
absence of arbitrary external effects.
- Historical recordings can miss later journey steps. These remain
incomplete, never passes.
- Native profiles switch runtime after the production onboarding wizard
because it does not yet expose a native option.
- Quality scores are informational and cannot override behavioral
failures.

## Model Used

OpenAI Codex, GPT-6, with reasoning, repository tools, and code
execution. The exact deployed model identifier and context-window size
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>
2026-09-16 14:24:32 -05:00
DottaandPaperclip 7e6d512597 fix(onboarding): make chief-of-staff hiring reliable (#13317)
## Thinking Path

> - Paperclip is the open source app people use to manage AI agents for
work.
> - The first agent helps the board define work and hire other agents.
> - That agent can have the general role while its instructions require
hiring skills.
> - Missing skills and blocked schema discovery make valid requests
fail.
> - Repeated confirmation and invalid waiting guidance can turn these
failures into extra runs.
> - This PR supplies the required skills, opens read-only schema
discovery, and corrects the guidance.
> - The agent can complete an authorized hire while company approval and
duplicate checks still apply.

## Linked Issues or Issue Description

Refs #13068 — the first-task onboarding flow that this change repairs.
Refs #12029 — related drift between the sandbox allowlist and bundled
hiring guidance. This PR adds schema access; it does not replace the
earlier hiring-route fix.

**What happened?**

A general-role onboarding chief received hiring instructions without the
core hiring skills. Sandbox requests to the documented OpenAPI endpoint
failed. The agent then guessed question and hire payloads. The persona
required new confirmation after validation errors and described waiting
states that agents cannot set.

**Expected behavior**

A direct request authorizes the requested hire. The chief asks only for
material missing details, uses valid API payloads, and completes the
task. Formal company approval gates still apply. A saved human-input
card gives the task a valid waiting state.

**Steps to reproduce**

1. Create an onboarding chief with role `general` through the board.
2. Ask it to hire a friendly robot with a supplied name and
responsibilities.
3. Check its assigned skills, schema requests, question cards, hire
requests, and final task state.

**Paperclip version or commit**

Reproduced on the first-task onboarding implementation after #13068. The
live local verification used this branch at `112f44610`.

**Deployment mode**

The original failure used a hosted sandbox with legacy Codex ACP. Live
verification used an isolated local instance and real `codex_local`
execution. Queue and HTTP/2 transport access is covered by automated
tests.

## What Changed

- Give board-created onboarding chiefs the existing core skills
regardless of role. Preserve explicit skill version pins, including
aliases. Keep ordinary general-agent defaults and authorization checks.
- Allow exactly `GET /api/openapi.json` through both sandbox bridge
transports.
- Publish validator-tested question, free-text, hire, and waiting
examples. Regenerate the runner API reference and capability inventory.
- Clarify direct authorization, material ambiguity, and correction of
confirmed pre-creation validation failures. Preserve uncertain-outcome
reconciliation, duplicate protection, and company approval gates.
- Align disposition instructions with agent permissions and the saved
human-input waiting path.

## Verification

- After rebasing onto current `master`: 69 targeted server tests, 110
queue/HTTP2 bridge tests, and 4 capability inventory tests passed. These
cover core skill defaults, version pins, actor restrictions, schema
access, published examples, hire validation, idempotency, and approval
gates. Waiting recovery tests and live question flows also passed before
the rebase.
- `pnpm -r typecheck` and `pnpm build` passed again after the rebase.
Frozen dependency installation and both generated capability checks
passed.
- Ran the full `pnpm test:run` suite. The initial run had 14 failed
server files due to local database resource limits, a missing built test
fixture, and socket failures. All 14 files passed after fixture repair
and isolated retries. UI, CLI, workspace packages, database tests, and
all 145 serialized server files passed.
- Real one-request hiring replay: one hire, one successful run, task
done in 2m16s. No repeated approval or recovery escalation.
- Real two-turn browser conversation: start with an unspecified hire,
then supply a name and friendly robot responsibilities. One
clarification card, one hire, two successful runs, task done in 3m27s of
execution. No failed writes, confirmation cards, or recovery actions.
- Assigned the hired robot a welcome-message task through the browser.
It produced a warm message under 100 words and finished in one
successful 66-second run, with no questions or recovery actions.
- The two-turn flow still asked an optional preferences question and
gave a technical final reply. These are remaining presentation limits.
- Greptile: 5/5 on `b71f83ba2`, with zero unresolved review threads.
Fixed its generator finding and passed 1,655 published-example/runtime
API tests plus server typecheck. All latest-head CI checks are green (32
passed; 2 unrelated Storybook checks skipped). The signoff-policy
browser test initially timed out while waiting for an approver run. Its
shard passed on one rerun without code changes. [CI
run](https://github.com/paperclipai/paperclip/actions/runs/34698211049).

## Risks

- Onboarding chiefs receive more default skills. Ordinary general agents
retain existing defaults, and explicit versions take precedence.
- Prompt guidance can affect model behavior. The live replays are
examples, not a guarantee that every model follows the guidance.
- Retry guidance applies only when validation confirms that nothing was
created. Uncertain outcomes still require checking existing agents.
- No database migration or new public endpoint. Existing company
boundaries, approval gates, and bounded recovery remain in force.

## Model Used

OpenAI Codex, model `gpt-6-astra`, with reasoning, tool use, code
editing, and live browser verification. The exact context-window size is
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>
2026-09-12 12:59:42 -05:00
DottaandPaperclip ab15aff390 feat: add experimental persistent agent chat (#13284)
## Thinking Path

> - Paperclip is the open source app people use to manage AI agents for
work.
> - Conversations must use the same tasks, controls, and execution
history.
> - Users need an ongoing chat with an agent without managing task
properties.
> - Agents should clarify and plan work, then hand execution to assigned
project tasks.
> - This pull request combines the reviewed Agent Chat stack for one
squash merge.
> - The benefit is persistent conversation with normal task governance
and shared UI.

## Linked Issues or Issue Description

**Subsystem affected**

Task lifecycle, agent runtime tools, shared task UI, and browser/paid
runner tests.

**Problem or motivation**

Users need one persistent conversation with each agent. A separate chat
store or renderer would duplicate task behavior and bypass existing
controls.

**Proposed solution**

Use a task-backed chat per company, user, and agent. Reuse the task
composer and transcript. Clarify and plan in chat, then create assigned
project tasks with the relevant plan. Keep Agent Chat behind its own
disabled-by-default experimental setting.

**Roadmap alignment**

This implements the task-backed direction in [CEO
Chat](https://github.com/paperclipai/paperclip/blob/master/ROADMAP.md#-ceo-chat).
Related proposals: #2504 and #9693. Related request: #7981. The
maintainer requested one squash merge of the complete stack.

Consolidates the reviewed runtime
[#13281](https://github.com/paperclipai/paperclip/pull/13281), backend
[#13282](https://github.com/paperclipai/paperclip/pull/13282), and UI
[#13283](https://github.com/paperclipai/paperclip/pull/13283) layers
with this PR's E2E coverage. All four layers passed CI and received
Greptile 5/5 before consolidation. This PR targets master and includes
the complete feature.

## What Changed

- Add personal canonical chat tasks with ordinary company visibility,
immutable identity, idempotent first sends, and an idle waiting state.
- Process `/new` in queue order. Preserve history, release a chat pause,
and fence old provider context and delayed writes.
- Keep chat lifecycle rules across recovery, finalization, assignment,
task lists, and rollups.
- Support research and plan revision in chat. Hand plans to ordinary
assigned project tasks before execution starts. Reject new chat
subtasks.
- Add repository-aware project creation and discovery tools, including
multiple repository IDs and GitHub URLs, authorization, idempotency, and
durable project-created cards.
- Reuse task UI components for chat, with starred/recent agent
navigation and a separate `enableAgentChat` experimental flag.
- Add deterministic browser tests and 24 paid chat cells across four
Codex/Claude profiles, with validated reports and screenshots.
- Integrate current master recovery, controller lease, queued-message,
and task UI changes. Gate chat interruption and deferred promotion on
ownership/feature policy. Guarantee lease renewal and active controls
are stopped even if teardown fails.
- Preserve master's migration 0273 and generate chat migration 0274 with
idempotent replay for development databases.

## Verification

- Prior exact heads of all four PRs passed Linux CI, including build,
typecheck, general/serialized tests, and browser E2E. Each had Greptile
5/5 and no unresolved findings.
- Integrated local verification passed: full repository typecheck and
production build, Storybook build, token gates, 340 focused UI tests,
all 20 deterministic chat browser tests, two migration replay tests, 88
focused chat/queue/native/controller tests, and provider/session
regressions including real lease expiry. These include the three
lifecycle regressions for the final admission/teardown fixes; server
typecheck also passes. Current head
`1268eda16cc2af892055917e7292f068820be135` has Greptile 5/5 with no
unresolved findings and passing security scans. All final-head CI gates
passed: build, full Runner verification, typecheck/release registry,
canary, all general/serialized test shards, and all browser E2E shards
([CI
run](https://github.com/paperclipai/paperclip/actions/runs/34696739927)).
Local PostgreSQL startup contention required serialized retries; skipped
fixtures do not count as passing coverage.
- The earlier paid campaign passed all 24 chat cells and retained 32
screenshots:
[report](https://d1p6rlowie26tp.cloudfront.net/runner-e2e/campaigns/gha-34648511170-1/index.html?report=agent-chat#suite-agent-chat).
It tested `abacbdfd2f660709ec37312cdb758284c8399d04`; it is prior
evidence, not a paid run of this integrated head.
- Manual check: enable Agent Chat in Experimental settings, open an
agent, clarify and revise a plan, then hand off to an assigned project
task. Stop a reply, send `/new`, and verify fresh context with retained
history. Disable the setting and verify agent shortcuts/new chat turns
are blocked.

## Risks

- Queue/session integration can affect retries and delayed writes. Tests
cover ownership, cancellation, reset boundaries, idle recovery, and
ordinary task behavior.
- Migration 0274 adds conversation fields and constraints. Replay is
idempotent and preserves existing development chat history.
- This combines the previously reviewed stack at the maintainer's
request. Agent Chat remains off by default and is separate from
Conference Room.

## Model Used

OpenAI Codex, GPT-6 Astra (`gpt-6-astra`), with reasoning, code
execution, browser tools, and parallel review. The exact context-window
size is not exposed in this session. Codex and Claude also ran as test
subjects in the linked paid campaign.

## 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>
2026-09-12 08:56:04 -05:00
DottaandPaperclip 889947c238 feat: add experimental native chat connectors (#13038)
## Thinking Path

> - Paperclip is the open source app people use to manage AI agents for
work.
> - People also ask agents for work in their existing chat tools.
> - Each external conversation needs one task and a current authorized
source.
> - Retries, Stop, and provider failures must not duplicate work or
expose private data.
> - The first chat PR establishes the opt-in provider and data
contracts.
> - This PR adds experimental channel integration and its durable
control plane.
> - Users can request work from connected channels and inspect delivery
in Paperclip.

## Linked Issues or Issue Description

Refs #13100 and #13092. This is the second of exactly two chat PRs.
Foundation #13100 is merged and changed 143 files. Runner prerequisite
#13092 is also merged. This PR changes 400 files against master, below
the 500-file review limit. It contains no wireframe images or HTML
galleries.

## What Changed

- Add native Slack, GitHub, Microsoft Teams, Telegram, and Discord chat
connections. Keep chat disabled unless the operator enables experimental
chat connectors. Preserve the production GitHub tool connection and its
normal setup path.
- Bind each provider bot identity to one immutable Paperclip agent. Bind
each admitted external conversation to one task. Paperclip owns tasks,
runs, permissions, and audit records.
- Add durable admission, per-conversation queues, questions, task
controls, progress, final replies, images, files, and delivery receipts.
Board comments remain internal unless explicitly sent to the channel.
- Check current identity, provider reach, resource access, credentials,
runtime generation, and exact source before provider effects. Keep
private responses private. Never send raw reasoning, private logs,
credentials, or tool arguments.
- Hold uncertain sends for explicit audited resolution. Make Board
Send-to-channel atomic and idempotent. Keep reconnect and setup
credentials in Paperclip secret storage.
- Preserve current native-runner authority across retries, lost
acknowledgements, and recovery. Keep immutable input and completion
contracts separate from newer user input. Receipt reconciliation cannot
launch a provider.
- Reconcile chat close/new ordering and provider-effect lock order.
Audit resource access changes in the same transaction. Submit only the
selected resource from each UI toggle so stale pages cannot undo
unrelated access changes.
- Drain Codex stdout before certifying process exit. Bound the drain
with the existing shutdown grace. Preserve observed terminal authority
without treating an undrained process as successful or reusable.
- Incorporate master `018ca5da` with its ACP Stop, mobile task layout,
runner packaging, and official lock changes. Preserve dedicated
chat-answer continuations in both directions when ordinary queued
comments are adopted after Stop.
- Fence late adapter readiness behind an earlier Stop for the same run.
Preserve verified cleanup for registered adapters. Handle single Stop,
agent pause, duplicate Stops, and failure release without creating a
false cancellation receipt.
- Incorporate master's `6dd48cad4` wake-queue extraction. Preserve exact
failed-chat retry authorization and lineage, retired question-source
suppression, and the block on generic recovery that would discard the
admitted source. Fresh deferred input retains its separate promotion
path.
- Incorporate master `2a05b5ed3` and its queue-admission extraction,
simplified transaction ports, and separate runner CI job. Preserve exact
durable receipts, actor separation, and dedicated-answer isolation
through the new module. A failed receipt insert rolls back the
accompanying deferred-wake merge.

## Verification

Current head: `afe19299d06253cb628eb398e91d1200ea9f412a`, incorporating
master `2a05b5ed3457ea33efd6895520447d1d97fe98d8`. The conflicts are
resolved. This successor fixes two test-harness boundaries exposed by
CI: per-case route-module preparation and actual durable-save completion
before intentional runner termination. Production code and all existing
test/turn deadlines are unchanged. [Exact-head Greptile
review](https://github.com/paperclipai/paperclip/pull/13038#issuecomment-5587250594)
is **5/5**, completed September 10 at 13:20:55 UTC, with no actionable
findings or open review threads. [Fresh exact-head
CI](https://github.com/paperclipai/paperclip/actions/runs/34481724341)
passes **all 24 jobs**, including Build and both required aggregates.
Normal exact-head guarded merge was attempted and rejected by the
remaining branch approval policy: CODEOWNER review is required and no
human approval is present. Normal **squash auto-merge is enabled** as of
September 10 at 13:36:26 UTC. Requested CODEOWNERS have been notified;
no approval bypass or self-approval was used. Earlier-head results below
remain historical evidence, not qualification of this successor.

- Final exact-head Linux evidence: 995/995 chat integration cases; 36/36
agent-skills routes; 35/35 runner live-session cases, including real
process kill/resume; 1948 runner Vitest cases with three existing
benchmark/platform guards; 870/870 API-authority cases; and 104 browser
cases with four existing optional skips. Rust, conformance/replay, full
repository build, typecheck, canary, all server/workspace shards, and
both required aggregates pass with normal CI concurrency. Earlier failed
attempts remain recorded below.

- Latest test-only qualification: 141/141
route/permissions/authentication cases pass in separate cold forks, with
plain server types and independent review clear. The real-runner suite
passes 35/35, with plain runner types and independent review clear. A
controlled premature-save acknowledgement fails as expected; matching
ownership/effect/process evidence, rejected saves, real turn outcome,
test abort, and pre-kill liveness are covered. No local reproduction of
the original CI scheduling failure is claimed. The preceding [CI
run](https://github.com/paperclipai/paperclip/actions/runs/34479680858)
passes 21/24 jobs, including all 995 Linux chat cases and browser
aggregate (104 passed, four existing optional skips); only Build, the
skills serialized shard, and the required verification aggregate fail.
Its exact-head Greptile review was 5/5. Both failed job logs are
retained.

- Final fixture qualification: all eight focused Discord cases and all
995 chat integration cases pass. The exact modal statement/PID is
observed before taking the real connection lock; the test then proves
its actual blocking relationship before mutation. Original SQL
execution, provider behavior, negative assertions, and 1s/15s timeouts
remain unchanged. Independent review is clear and test/production hashes
remain frozen. The preceding [CI
attempt](https://github.com/paperclipai/paperclip/actions/runs/34477184777)
passed 22 jobs, including Build/runner, typecheck, canary, all other
test shards, and browser aggregate (104 passed, four existing optional
skips); the two fixture failures and failed verification aggregate
remain recorded, not relabeled as a pass.

- Current queue-module composition: 308/308 recovery/batching/queue/Stop
tests; 995/995 full chat integration; 89/89 module tests, including real
PostgreSQL receipt-insert rollback; 24/24 workflow/module-boundary
tests; plain server and UI types. All four actual local process/ACP
browser paths pass in 1.4 minutes. Fresh databases, no skips or retries,
stable reviewed source hashes. The initial boundary failure is retained;
its no-op service wrapper was removed without changing recovery context
or weakening the check. An exploratory standalone test-directory
typecheck fails because its new upstream transformation config is not a
standalone typechecking project; standard CI/build does not invoke it,
and no configuration was weakened to suppress those diagnostics.

- The preceding head `e02a63d462ce5d47433b0aeb632bb6fd20aab1ba` passed
[all 24 CI
jobs](https://github.com/paperclipai/paperclip/actions/runs/34436462958)
and exact-head Greptile review at 5/5. Required CODEOWNER review
prevented its normal merge before master advanced again.

- Final extracted-module composition: 307/307 recovery, batching, queue
and Stop-control tests; 995/995 full chat integration; 49/49 module
tests including eight PostgreSQL adapter cases; and 19/19 issue-update
tests. Plain server types pass. All four actual local process/ACP
browser paths pass in 1.3 minutes. Fresh databases, no skips or retries
in these cohorts, frozen source hashes, and independent review clear.

- The preceding head `3e4e1c1c` passes [all PR CI
jobs](https://github.com/paperclipai/paperclip/actions/runs/34415826820),
including Build and required `ci / verify` and `ci / e2e`. Both the
original Rust failure and the previously load-sensitive lineage fixture
pass with unchanged Linux concurrency. Master advanced afterward and
required this reconciliation.
- Final master composition: 448/448 focused UI tests, 186/186 adapter
tests, 24/24 queue/control tests, and 11/11 packaging tests. Plain UI,
server, shared, and adapter types pass. Token gates and diff checks
pass. Independent server and UI reviews are clear.
- Stop-registration regression: both real-service cases fail against
exact `a95` source and pass with the fix. The full corrected
recovery/control suite passes 265/265. Duplicate-owner and failed-Stop
controls also pass. Plain server types pass. The readiness barrier
prevents provider startup without adding an acknowledgment to an already
terminal run.
- Final qualification strengthens terminal-field equality and repeats
both affected cases successfully on a fresh database. All four actual
local process/ACP browser paths pass again in 1.3 minutes, without skips
or retries. The final screenshot shows Cancelled, a paused subtree,
retained input, and no error toast.
- Two new actual-service regressions fail before the merge fix. They
prove that queued-comment adoption could consume a dedicated chat answer
or add unrelated input to that answer. The fixed four-case cohort
passes, including ordinary upstream continuation and adapter Stop
controls. Full recovery passes 257/257. All four actual local
process/ACP Stop browser flows pass in 1.4 minutes, without skips or
retries, on a fresh database.
- The unchanged runner artifact was qualified with 171/171 transport
tests, 870/870 API-authority tests, conformance 1/1, and replay 11/11.
Six controlled reader tests prove the exit/drain repair. Its local
serial Rust workspace passed 546 top-level cases plus two invoked
helpers; the later passing Linux CI supplies default-concurrency
evidence.
- Prior exact-source full chat integration passes 995/995. Settings
regressions cover concurrent stale pages, 501 destinations, pending
state, rejected updates, and explicit retry. These deterministic tests
do not prove live provider behavior.
- Retained failed attempts and their causes are in the [qualification
log](https://github.com/paperclipai/paperclip/blob/afe19299d06253cb628eb398e91d1200ea9f412a/doc/plans/chat-adapters/2026-09-08-chat-queue-and-webhook-repair.md).
The first merge adapter run timed out while macOS slept for 290 seconds.
Its unchanged repeat passed with a temporary sleep guard. No assertion,
deadline, or CI gate was weakened.

Review commands include `pnpm --filter @paperclipai/server exec vitest
run src/__tests__/heartbeat-process-recovery.test.ts
src/__tests__/issue-queued-comments-routes.test.ts` and `pnpm exec
playwright test --config tests/e2e/playwright.config.ts
tests/e2e/acp-stop-continuation.spec.ts`. Database suites require fresh
disposable databases. See the [browser
runbook](https://github.com/paperclipai/paperclip/blob/afe19299d06253cb628eb398e91d1200ea9f412a/doc/plans/chat-adapters/2026-09-04-chat-adapters-browser-e2e-runbook.md)
for provider setup and separate live acceptance steps.

## Risks

- This remains experimental. Deterministic tests and bounded live
evidence do not establish every provider feature, tenant, permission
layout, or media shape. Teams work-tenant qualification is still open.
- Failed and uncertain provider effects remain visible and can require
operator action. A transport receipt does not prove recipient
visibility.
- Native controller and runner artifacts must remain compatible.
Preserve lease ownership, terminal authority, source binding, and
quarantine during future changes.
- Access and audit rows commit together, but activity notifications
remain best-effort. This is not a new durable event outbox.
- The PR operation does not deploy a live server, replace its runner, or
change provider permissions. Remaining live qualification is documented
in the [temporary
handoff](https://github.com/paperclipai/paperclip/blob/afe19299d06253cb628eb398e91d1200ea9f412a/doc/plans/chat-adapters/2026-09-08-open-qualification-followups.md).

## Model Used

OpenAI Codex assisted with implementation, tool execution, testing, and
review. The work records `gpt-6-astra` assistance. The environment does
not report a context-window size. No private reasoning traces are
included.

## 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>
2026-09-10 10:06:45 -05:00
Dotta 560e7e48b5 feat(runner): add SDK and developer tooling (#12608)
## Thinking Path

> - Paperclip is the open source app people use to manage AI agents for
work.
> - The runner package already provides the production protocol and
execution spine.
> - Contributors still need stable SDK surfaces, deterministic test
tools, and local inspection tools.
> - Those surfaces share generated contracts and must change as one
package boundary.
> - This pull request adds the package-local SDK, labs, examples, and
drift checks.
> - The benefit is a reviewable developer platform that does not change
application execution selection.

## Linked Issues or Issue Description

**Subsystem affected**

`packages/paperclip-runner` — runner SDK, conformance tools, and
developer tooling.

**Problem or motivation**

The production runner spine is present, but package consumers cannot
build deterministic integrations, inspect sessions, or verify
provider-neutral behavior through supported surfaces.

**Proposed solution**

Add browser, React, standalone, live-session, scenario, conformance, and
evaluation surfaces. Add generated contract inventories and
package-local verification scripts. Keep production application routing
unchanged.

**Alternatives considered**

We considered splitting each generated catalog, SDK surface, and demo
into separate pull requests. Those changes share exports, fixtures, and
drift gates. Splitting them would create intermediate package states
that do not build.

**Roadmap alignment**

No overlapping item appears in `ROADMAP.md`. This work extends the
runner package that is already on `master`.

## What Changed

- Add browser, React, standalone, live-session, and issue-thread SDK
surfaces.
- Add deterministic mock control-plane, scenario, conformance, replay,
and evaluation tools.
- Add bounded Codex, OpenCode, and ACPX development transports and
fixtures.
- Keep deferred managed-provider execution fail-closed. Persisted
compatibility data remains readable.
- Add generated capability inventories with their source files and drift
checks.
- Add examples, package documentation, browser checks, and
clean-consumer checks.
- Preserve the reviewed protocol bounds, replay compatibility aliases,
process environment isolation, and semantic redaction limits.
- Update the ACPX package patch that the existing workspace patch
registry already tracks.
- Do not change `pnpm-lock.yaml`, repository workflows, server runtime
selection, or the application UI.

## Verification

GitHub Actions is the verification authority for this pull request. The
repository CI, package TypeScript and Rust checks, package tests,
generated-output drift checks, browser checks, security scans, and
Greptile review must pass on the exact head.

Local test suites were not run because this series uses parallel GitHub
Actions for verification.

## Risks

This is a large greenfield package change. The main risks are public
export drift, generated-output drift, and optional React consumer
compatibility. Package boundary checks, clean-consumer checks, and
browser tests cover those risks. Production adapter selection and server
execution are outside this pull request.

## Stack

1. **This PR:** runner SDK and developer tooling.
2. [Codex production server
integration](https://github.com/paperclipai/paperclip/pull/12616).
3. [Provider-neutral task-thread
UI](https://github.com/paperclipai/paperclip/pull/12617).

## Model Used

OpenAI Codex, GPT-5, high-reasoning mode, with tool use and code
execution.

## 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 described the issue in-PR following the feature request
template
- [x] I have not referenced internal/instance-local Paperclip issues or
links
- [x] My branch name describes the change and contains no internal
Paperclip ticket id
- [ ] 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 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
2026-08-31 21:33:11 -05:00