paperclip/packages/paperclip-runner
Dotta c9e3bb7ca4
fix: preserve queued work after native Stop and honor steering support (#13354)
## Thinking Path

> - Paperclip lets people manage AI agents and their tasks.
> - The runner owns execution, while the task keeps user instructions
and status.
> - Stop must stop the current response without losing instructions that
the user already sent.
> - The queue stored its original reason inside saved context. Recovery
checked the outer deferred reason and left the message waiting.
> - Claude also exposed Steer through a shared method even though its
driver did not support it. A rejected request could remove its own error
row.
> - This pull request keeps queued work until execution has stopped,
uses the driver's real capability, and preserves completion event order.
> - Users can continue work without repairing task state or repeating
messages.

## Linked Issues or Issue Description

Refs #13338. Related recovery work: #13353.

**What happened?**

A message sent during a native run stayed queued after Stop. Claude
exposed an unsupported Steer action. A steering failure could hide the
queued row and its error. A terminal event could also precede the final
provider result, and subtree Stop omitted the board actor.

**Expected behavior**

Stop ends the current execution. Once Paperclip proves that execution
has stopped, it delivers the saved instruction once through normal
admission. Pause and recovery holds still prevent dispatch. Unsupported
controls stay disabled, and a rejected action leaves an actionable error
visible. Final results precede terminal events.

**Steps to reproduce**

1. Start a Claude or Codex task that writes a file and then waits.
2. Send a follow-up instruction while it runs.
3. Press Stop. Check that the queued instruction runs once and preserves
the file.
4. Check Claude's Steer control and simulate a server rejection on the
only queued message.

## What Changed

- Recover saved native comments after acknowledged Stop using their
original wake reason.
- Require durable remote termination receipts or verified local process
termination before dispatch.
- Preserve actor identity, queued-message deduplication, Pause, and
recovery gates.
- Derive steering support from the driver descriptor and reject
unsupported calls.
- Keep the queue mounted until a steering request succeeds so its error
remains visible.
- Emit provider results before terminal events and pass the board actor
into subtree Stop.
- Document Stop and steering behavior.

## Verification

- Final-head continuation suite: 104 passed, after failing regressions
for saved wake reasons, cleanup proof, and deduplication of every queued
message. Steering UI: 121 passed. Driver capability: 26 passed. Runner
backend/transport: 205 passed; Rust library: 285 passed.
- Real Claude and Codex browser journeys both preserved the saved file,
delivered the queued instruction once after Stop, and reached Done with
exactly two total runs. The process Stop browser fixture also passed.
- Local full repository typecheck and build passed on `afaa35139`;
server typecheck and the affected 104-test suite passed after the final
queue changes. Token gates passed. Final-head CI verifies the complete
integrated source.
- Local aggregate evidence has explicit limits: the general-server
invocation overlapped the queue fixes and finished with 11,989 passed, 2
failed, and 80 skipped; both failures are covered by the final 104-test
pass. The UI and CLI then passed all 6,184 and 485 tests; the complete
145-file serialized rerun passed all 2470 tests. The shared-package lock
fixture passed unchanged on rerun, but the package phase subsequently
stopped at an embedded-Postgres bootstrap resource failure. No single
pristine green local full aggregate is claimed.
- Greptile reviewed `fa66e2bd5` at [5/5 with no unresolved
findings](https://github.com/paperclipai/paperclip/pull/13354#issuecomment-5650334242).
[Final-head CI completed
successfully](https://github.com/paperclipai/paperclip/actions/runs/34733781888/attempts/2):
33 successful checks, 2 conditional skips, including all server,
package, UI, browser, runner, typecheck, and build gates. The first
attempt hit a preview-readiness/port-collision fixture; its unchanged
local control passed 25 tests with 3 skips, and one supported unchanged
CI retry passed the affected shard and aggregate gates.

## Risks

- Queue recovery must never overlap an old execution. Unknown cleanup
state remains blocked.
- Driver descriptors are now authoritative for steering; a wrong
descriptor disables the action instead of attempting it.
- No schema migration or historical status reconciliation is included.

## Model Used

OpenAI GPT-6 through Codex, with reasoning, code execution, browser
testing, and tool use. The exact hosted model ID and context-window size
are not exposed in this task.

## 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
#` 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 22:29:54 -05:00
..
devtools feat(runner): add guarded API search and call fallback (#13003) 2026-09-07 14:14:43 -05:00
docs fix: preserve runner recovery, warm sessions, and task outcomes (#13338) 2026-09-12 19:41:15 -05:00
examples feat(runner): add SDK and developer tooling (#12608) 2026-08-31 21:33:11 -05:00
generated fix(onboarding): make chief-of-staff hiring reliable (#13317) 2026-09-12 12:59:42 -05:00
infra feat(runner): restore direct live eval campaigns and reports (#12909) 2026-09-05 20:18:11 -05:00
protocol feat: add experimental persistent agent chat (#13284) 2026-09-12 08:56:04 -05:00
runner fix: preserve queued work after native Stop and honor steering support (#13354) 2026-09-12 22:29:54 -05:00
scripts fix(onboarding): make chief-of-staff hiring reliable (#13317) 2026-09-12 12:59:42 -05:00
spec fix: require explicit native completion reviews (#13314) 2026-09-12 13:00:04 -05:00
src fix: preserve queued work after native Stop and honor steering support (#13354) 2026-09-12 22:29:54 -05:00
test feat: manage AI runtime credentials through Connections (#13247) 2026-09-12 16:30:10 -05:00
test-fixtures feat(runner): add SDK and developer tooling (#12608) 2026-08-31 21:33:11 -05:00
test-support fix(runner): restore local session and task integrity (#12721) 2026-09-02 16:11:26 -05:00
.gitignore feat(runner): add SDK and developer tooling (#12608) 2026-08-31 21:33:11 -05:00
README.md fix(runner): prevent trace scans from delaying live events (#13228) 2026-09-11 09:57:34 -05:00
SEMANTIC_ACTIONS.md feat(runner): authorize semantic tool dispatch (#12126) 2026-08-24 17:28:54 -05:00
package.json fix: continue conversations after confirmed remote runner stop (#13254) 2026-09-11 15:18:37 -05:00
rust-toolchain.toml feat(runner): define package API and verification boundary (#12129) 2026-08-25 09:31:48 -05:00
styles.css feat(runner): add SDK and developer tooling (#12608) 2026-08-31 21:33:11 -05:00
tsconfig.browser.json feat(runner): add SDK and developer tooling (#12608) 2026-08-31 21:33:11 -05:00
tsconfig.json feat(runner): add SDK and developer tooling (#12608) 2026-08-31 21:33:11 -05:00
tsconfig.surfaces.json feat(runner): add SDK and developer tooling (#12608) 2026-08-31 21:33:11 -05:00
vite.config.ts feat(runner): add SDK and developer tooling (#12608) 2026-08-31 21:33:11 -05:00
vite.issue-thread-stream.config.ts feat(runner): add SDK and developer tooling (#12608) 2026-08-31 21:33:11 -05:00
vite.issue-thread.config.ts feat(runner): restore direct live eval campaigns and reports (#12909) 2026-09-05 20:18:11 -05:00
vite.scenarios.config.ts feat(runner): add SDK and developer tooling (#12608) 2026-08-31 21:33:11 -05:00
vite.sdk.config.ts feat(runner): add SDK and developer tooling (#12608) 2026-08-31 21:33:11 -05:00
vite.standalone.config.ts feat(runner): add SDK and developer tooling (#12608) 2026-08-31 21:33:11 -05:00
vitest.config.ts feat(runner): add SDK and developer tooling (#12608) 2026-08-31 21:33:11 -05:00

README.md

Paperclip Native Runner

This package is the standalone development boundary for Paperclip's native runner protocol, process supervision, durable transport, provider drivers, and normalized session backends. Rust owns the production runner under runner/; TypeScript provides the control-plane reference, browser SDK, scenario tools, and conformance oracle.

The package includes one coherent set of capabilities: PRP v1 validation and replay, a supervised local runner with a scripted fake harness, durable WebSocket delivery and recovery, qualified Codex, OpenCode, ACPX, Claude Managed, and AWS AgentCore drivers, live session and issue-thread surfaces, a public browser/React SDK, a standalone adapter demo, and a deterministic mock control plane. None of these surfaces imports or starts Paperclip's server, UI, CLI, or production database.

Public package surfaces

  • @paperclipai/paperclip-runner — production contracts, clients/backends, PRP validation/replay, canonical catalog/dispatcher, and compatibility check.
  • @paperclipai/paperclip-runner/testing — deterministic mocks plus PRP and semantic conformance kits. Tests and external conformance consumers import this explicitly.
  • @paperclipai/paperclip-runner/evals — versioned native-attempt metadata, fail-closed package/binary compatibility checks, and explicit runnerd artifact resolution for eval consumers.

The package root has no mock or scenario exports. Generic credential-free matrix orchestration lives in the workspace-private @paperclipai/paperclip-eval-kernel; scenario content and provider-backed eval campaigns remain outside the runtime package. See ADR 0001.

The two conformance surfaces intentionally prove different contracts. The existing runControlPlanePortConformance suite checks narrow PRP run/event persistence. CAPABILITY_HIGH_RISK_SEMANTIC_VECTORS and runSemanticConformanceKit compare normalized tool authorization, state, effects, audit, retries, conflicts, redaction, continuation, and terminal decisions. The production adapter stays App-owned and invokes Paperclip's real route/service authorities; it does not copy those rules into this package.

Quick start

Native provider debug-trace correlation uses an incremental index owned by its transport. Pending event lookups read only newly appended bytes, with a 1 MiB read budget per lookup; they retry until the observed suffix is indexed. Partial records remain pending, and trace replacement or truncation invalidates the index. Closing a transport clears its index. Other active transports cannot evict its progress. Records over 64 KiB are skipped by the correlation index without buffering or parsing their full contents; the original trace file retains them. Do not restore a full synchronous trace scan for each pending event: it blocks event delivery and can leave the board showing an active run after the provider turn has already ended.

The package also builds paperclip-runner-acpx-sidecar. This bounded v2 stdin/stdout bridge admits the pinned Claude and Codex ACPX profiles. It validates the exact model, session identity, tool catalog, structured input, and terminal settlement at the process boundary. Pi remains unavailable.

Runnerd selects only qualified provider profiles. Claude Managed and AWS AgentCore receive immutable company-profile snapshots with explicit retention, spend, and invocation limits. No provider process receives a Paperclip API credential or unrestricted server environment.

Claude Managed resolves its API key from the company secret bound to the selected profile. AWS AgentCore uses workload identity only; long-lived static AWS access keys are intentionally removed from the runner environment.

The Rust core includes a bounded client for the sidecar protocol. It enforces request identity, event order, frame and queue limits, timeouts, redacted diagnostics, and process-group cleanup. Runnerd selects this package-local transport only through an exact qualified provider descriptor.

Before a later provider adapter consumes a valid sidecar event, the Rust core also requires its optional or mandatory run and turn scope to match the active execution. Process and diagnostic events can remain global. All operational, tool, input, permission, and terminal events require the exact active binding.

A package-local payload boundary decodes events only after that scope check. It validates control identities, terminal status, question sets, and the admitted runtime event types and bounded fields. It redacts diagnostic and retained event values again before they can enter provider state.

Validated ACPX runtime events normalize into the same provider-neutral activity families as the direct Codex transport. Reasoning contents stay private. Tool targets are resolved within the workspace under the provider host's path semantics and receive a versioned sidecar boundary marker before becoming bounded, display-only PRP safe paths. Raw or unmarked provider locations fail closed. URI-scheme and Windows drive-shaped values require a separate sidecar attestation backed by an existing in-workspace entry or, for a not-yet-created edit target, an existing in-workspace parent. This preserves real POSIX colon filenames without treating arbitrary URI text as a path. Windows separators are canonicalized, and consumers must not reinterpret the display value as file-access authority. Operational semantic-result and terminal events remain reserved for the stateful adapter rather than being duplicated.

The ACPX provider reducer preserves that order while it tracks one active turn, bounded assistant text, semantic results, and pending tool or input correlations. Terminal events flush the final assistant message first and clear unresolved turn-scoped requests.

The package-local session bootstrap starts the bounded sidecar transport, verifies the qualified capability handshake and effective model, opens one identity-bound session, and confirms its run attachment. Any failed bootstrap terminates the process; session shutdown preserves persistent provider state. The session can then start one immutable-workspace turn, request interruption, and reduce polled events through the scope-first state boundary. A mismatched command acknowledgement or invalid event terminates the session fail closed. Polled semantic calls pass through the run-scoped authorized tool bridge before they can be returned to a caller. Before a follow-up turn releases settled tool receipts, runner-core suspends and reaps the idle sidecar/provider generation, then resumes the same verified persistent identity in a fresh generation. This prevents a late session-lifetime MCP callback from inheriting the next turn's event authority.

The Rust question-response validator checks the versioned response envelope against the exact persisted question IDs, answer modes, options, required answers, custom-answer policy, and text constraints before provider delivery. Tool results and structured question responses then use two-phase resolution: validate retained identity and schema, require the exact sidecar acknowledgement, and only then clear pending local state. Codex permission requests violate its pinned sidecar policy and terminate the session fail closed. Safe suspension is available only with no active turn or pending request. The sidecar must return the exact persistent session identity before runnerd terminates the local process. Already validated ACPX reducer events project into provider-neutral durable events only with an exact run, session, turn, and item binding. Raw sidecar envelopes and permission requests are not admitted at this boundary. A safely suspended session can be recorded as a bounded private checkpoint. The checkpoint binds the exact provider identity, run, catalog revision, and catalog digest and is replaced atomically before a later recovery attempt. Recovery releases the stored identity only after those bindings match the prospective session configuration exactly.

Run the complete contract gate with:

pnpm install --filter @paperclipai/paperclip-runner --lockfile=false --offline --ignore-scripts --dev
pnpm --filter @paperclipai/paperclip-runner verify

The verification command requires a stable Rust toolchain with cargo on PATH, in addition to Node.js 24.11+ and pnpm 9+.

Minimal Debian/Ubuntu hosts without root access can extract the required Playwright browser libraries into a user-owned cache and run the same acceptance sequence with:

pnpm --filter @paperclipai/paperclip-runner verify:rootless

The tracer's final line is stable:

{
  "schemaVersion": "paperclip.runner.conformance.output.v1",
  "runIdentity": {
    "runId": "run_conformance_0001",
    "sessionId": "session_conformance_0001"
  },
  "result": {
    "status": "succeeded",
    "summary": "Standalone Conformance fixture accepted."
  }
}

Run only the tracer with:

pnpm --filter @paperclipai/paperclip-runner trace:conformance

Replay the Replay happy path, run a Local session, or open the browser devtool:

pnpm --filter @paperclipai/paperclip-runner replay:fixture
pnpm --filter @paperclipai/paperclip-runner trace:local-runner -- --scenario happy-path
pnpm --filter @paperclipai/paperclip-runner trace:codex
pnpm --filter @paperclipai/paperclip-runner demo:live-console -- --host 127.0.0.1 --port 4174

# Live console: chat with a live session in the browser.
pnpm --filter @paperclipai/paperclip-runner console:live-console
pnpm --filter @paperclipai/paperclip-runner browser:dev --host 127.0.0.1 --port 4179

# SDK: open the public-SDK reference console and mini consumer.
pnpm --filter @paperclipai/paperclip-runner console:sdk

# Standalone: run the standalone legacy/native/kill-switch tracer and page.
pnpm --filter @paperclipai/paperclip-runner trace:standalone
pnpm --filter @paperclipai/paperclip-runner trace:standalone -- --feature-flag enabled
pnpm --filter @paperclipai/paperclip-runner trace:standalone -- --feature-flag enabled --kill-switch enabled
pnpm --filter @paperclipai/paperclip-runner demo:standalone

Live console provider-backed routes are loopback-only and reject wildcard/LAN binds. Browser mutations require same-origin Fetch Metadata, matching Origin, and JSON content; see the protocol-server tutorial for direct curl examples.

Direct live protocol qualification

The canonical direct live protocol suite lives in the separate paperclip-evals repository under evals/paperclip-runner/. Its live-mini.json roster is the complete 35-case Codex qualification lane. Build this package's TypeScript output, release paperclip-runnerd, package tarball, and dist-issue-thread viewer, then use the roster runner documented in that repository. The package ships the required orchestration entry point as paperclip-runner-eval-session (dist/cli/eval-session.js). Evalbook owns the consistent HTML matrix and read-only attempt drill-down pages.

The hosted full-campaign workflow, parallel matrix, credential boundaries, canonical report merge, and versioned S3 index are documented in docs/runner-protocol-live-evals.md.

This direct protocol qualification is separate from the stress-derived Runner workflow schedule below and from the full-stack browser model E2E suite.

Stress-derived workflow, chaos, and AWS AgentCore operations

The deterministic workflow scorer and the chaos schedule do not require provider credentials:

pnpm --filter @paperclipai/paperclip-runner test:runner-workflow-evals
pnpm --filter @paperclipai/paperclip-runner report:runner-chaos-evals

report:runner-live-evals is a paid, provider-backed command. Native Codex requires OPENAI_API_KEY; ACPX Claude requires ANTHROPIC_API_KEY; OpenCode candidates require OPENROUTER_API_KEY. The live matrix admits no Pi profile and does not persist credential values. Set PAPERCLIP_EVAL_MAX_CAMPAIGN_COST_USD to a positive finite number to bound additional scheduling after the observed campaign total reaches that value:

PAPERCLIP_EVAL_MAX_CAMPAIGN_COST_USD=12 \
  PAPERCLIP_EVALS_ROOT=/path/to/paperclip-evals \
  pnpm --filter @paperclipai/paperclip-runner report:runner-live-evals

# Run two scheduled native Codex executions only.
PAPERCLIP_EVALS_ROOT=/path/to/paperclip-evals \
  pnpm --filter @paperclipai/paperclip-runner report:runner-live-evals -- \
  --candidate codex-luna --limit 2

GitHub-hosted live campaigns additionally require the default branch, an allowlisted numeric actor ID, the protected runner-e2e-paid environment, and an explicit repository variable before scheduled runs are enabled. Manual dispatches accept the same candidate, case, and execution-limit selectors. The paid job uses the reviewed RunsOn Fleet label when RUNNER_E2E_AWS_ENABLED=true and otherwise stays on ubuntu-latest. Uploaded reports contain redacted observations and trace digests, not raw provider frames, prompts, credentials, tool arguments, or hidden reasoning.

The AgentCore proof-of-concept uses an AWS CLI v2 profile to provision a dedicated invocation role and scoped resources. Its local mode-0600 metadata file contains no access keys; probes assume short-lived STS credentials and clear them after use. Validate locally, provision or inspect the stack, run the bounded lab/smoke, and tear it down explicitly with:

pnpm --filter @paperclipai/paperclip-runner test:aws-agentcore-provisioning
pnpm --filter @paperclipai/paperclip-runner aws-agentcore:provision -- --dry-run
pnpm --filter @paperclipai/paperclip-runner aws-agentcore:provision
pnpm --filter @paperclipai/paperclip-runner aws-agentcore:probe
pnpm --filter @paperclipai/paperclip-runner aws-agentcore:lab
pnpm --filter @paperclipai/paperclip-runner smoke:capability:aws-agentcore
pnpm --filter @paperclipai/paperclip-runner aws-agentcore:destroy -- --yes

To admit the hosted direct-eval workflow, provision with the account-local GitHub Actions OIDC provider and keep the default exact repository and protected environment binding:

pnpm --filter @paperclipai/paperclip-runner aws-agentcore:provision -- \
  --aws-profile paperclip-dev \
  --github-oidc-provider-arn arn:aws:iam::<account-id>:oidc-provider/token.actions.githubusercontent.com

This adds only repo:paperclipai/paperclip:environment:runner-e2e-paid as a web-identity subject on the scoped invocation role. The generated nonsecret profile records that role as both the local invocation role and the hosted execution role.

Provisioning can incur Bedrock, AgentCore Runtime/Memory, storage, and private networking charges. Provisioning refuses to modify a colliding stack unless its Paperclip ownership tags and template description match. A verified ROLLBACK_COMPLETE stack still requires --replace-failed-stack plus an interactive confirmation (or --yes) before it can be deleted and recreated. Destruction requires --yes and refuses to remove a stack with an active recorded lab unless --force is also supplied.

Package-owned commands

Command Purpose
build Compile the TypeScript public surface, Rust workspace, and browser devtool.
typecheck Check TypeScript, Rust, generated schema sources, and browser types.
test Run Rust/TypeScript fixture, supervisor, fake-driver, live/replay, and boundary tests.
check:forbidden-imports Reject TypeScript imports and Cargo path dependencies that cross into Paperclip core.
check:tracked-imports Reject tracked imports and package.json entry points that only resolve against untracked files, so a clean checkout of any commit builds.
check:numbered-milestones Reject numbered construction-milestone names in tracked package paths and source.
check:package-boundaries Enforce the acyclic runtime/testing/eval dependency and manifest boundary.
check:clean-consumers Pack the runner and install its root, evals, and testing exports in a clean consumer.
test:eval-slice Run the credential-free eval bundle, scoring, and behavior/fault slice.
test:runner-workflow-evals Run the deterministic provider-neutral workflow matrix.
report:runner-workflow-evals Validate deterministic fail-closed results and write JSON, Markdown, JUnit, and GitHub-safe reports.
report:runner-live-evals Execute the paid provider schedule and render its immutable attempts with the canonical paperclip-evals HTML grid.
report:runner-chaos-evals Write the credential-free eight-scenario chaos schedule.
test:aws-agentcore-provisioning Validate the AgentCore template and wrapper safety contracts without provisioning.
aws-agentcore:provision / probe / lab / destroy Manage the scoped AgentCore proof-of-concept lifecycle.
smoke:capability:aws-agentcore Exercise the qualified AgentCore profile through the capability harness.
check:conformance-parity Require byte-for-byte equivalent Rust and TypeScript tracer output.
check:replay-goldens Require all reducer snapshots and cross-language summaries to match checked goldens.
check:replay-parity Run TypeScript and Rust against the same Replay fixture summaries.
check:browser-tokens Reject component-local visual literals and require the standalone token layer.
docs:validate Validate local documentation links.
trace:conformance Run the Rust mock-core tracer, print the stable result, and exit.
trace:conformance:typescript Run the TypeScript reference tracer directly.
replay:fixture Validate and reduce a fixture to a final snapshot.
trace:local-runner Run one native local session through the Rust runner and fake harness.
trace:codex Run the mock core with a real, local skillless Codex app-server session.
demo:live-console Start the package-local HTTP/SSE server with server-only Codex authentication.
console:live-console Start the standalone browser devtool with the Live console on 127.0.0.1:4180.
console:sdk Start the public-SDK reference console and mini consumer on 127.0.0.1:4181.
test:sdk Run targeted browser-client, reducer-projection, and React component contract tests.
test:browser:sdk Exercise both consumers with the fake driver, keyboard/a11y checks, reconnect/replay, measurements, and screenshots.
record:sdk:codex Run both public consumers against a safe real Codex session and capture live screenshots.
check:capability-contract Verify the generated capability, legacy MCP, and eval traceability contract.
check:semantic-contracts Verify the provider-neutral semantic tool contract is current.
trace:live-runner Run the real runnerd/Codex semantic loop against the mock control plane.
demo:scenarios Start the Capability scenario explorer over the mock control plane on 127.0.0.1:4183.
console:issue-thread Start the Paperclip-style issue thread on 127.0.0.1:4184.
test:scenarios Run the scenario index, run-artifact, parity, explorer component, and route tests.
test:browser:scenarios Exercise both the scenario explorer and issue-thread browser contracts.
browser:dev Start the standalone live/replay browser devtool.
test:browser Exercise static replay and live scenarios, then capture temporary screenshots under ignored test output.
verify Run the complete deterministic Conformance through SDK acceptance sequence.
verify:rootless Extract Debian/Ubuntu browser libraries without root, then run verify.

Navigate

Codex adds the package-local real-model reference driver, Live console adds the package-local browser console, and SDK extracts a reusable public SDK plus two standalone consumers. Runtime production Paperclip integration remains deferred; the App-owned production conformance adapter is test-only.

The SDK reference console opens in direct chat mode. Enter a normal prompt, then open the protocol inspector to review events and reducer state. Expand a Terminal row and its nested Debug details disclosure to inspect every canonical event retained for that command. The header marker 🖇️ v0.1.2 identifies the current console iteration.