paperclip/packages/paperclip-runner
Dotta 83987210d6
fix(runner): align direct eval provider setup with qualified runtimes (#12945)
## Thinking Path

> - Paperclip is the open source app people use to manage AI agents for
work.
> - Runner direct live evals test semantic tools against a mock control
plane.
> - The first complete AWS campaign exercised 358 cells.
> - It exposed setup differences from the working full-stack harness.
> - This pull request corrects those direct-harness differences.
> - It preserves production permission defaults and the full-stack
workflow.

## Linked Issues or Issue Description

**What happened?**

Native Codex cells could not find a global codex executable. ACPX denied
unattended tool requests and lost valid provider usage receipts.
AgentCore hit a 30-second facade timeout while its worker allows 120
seconds for delivery. Several models reported a native run result
without updating the separate mock task state.

**What did you expect?**

The direct harness should use the pinned executable, explicit test
permissions, and a timeout compatible with the provider delivery
contract. Its instructions should explain which operation changes mock
task state.

**Steps to reproduce**

Run the full Runner Direct Live Protocol Evals workflow. Baseline
campaign:
https://github.com/paperclipai/paperclip/actions/runs/34059009921.

**Paperclip version**

Master at b55ce03e86. Related public
change: #12932. No duplicate fix was found.

## What Changed

- Resolve native Codex from the pinned Codex ACP dependency, as the
full-stack launcher does.
- Select explicit unattended ACPX permissions only in the isolated
direct eval harness.
- Add a configurable bounded turn-admission wait. AgentCore direct evals
use up to 125 seconds, capped by their turn budget. Other callers retain
the current default waits.
- Explain mock task-state operations separately from native run-result
reporting. Keep all scoring assertions unchanged.
- Bind the direct turn's scope to the current request, rather than stale
shared fixture notes. A provider's end-of-turn result does not authorize
an unrequested mock task completion or extra completion comment.
- Normalize the qualified Claude/Codex usage semantics without
double-counting reasoning or inventing unknown billable categories.
Forward ACPX's persisted terminal prompt-response usage for the exact
current turn; reject stale or ambiguous receipts.
- Preserve the known numeric ACPX token-counter aliases through durable
redaction. Continue redacting strings and credential-shaped values. A
regression test reproduces the previously redacted usage before
normalization.
- Add regression tests and operating documentation.

## Verification

- Passed Runner TypeScript build.
- Passed 88 focused tests across the eval request contract, provider
setup, and Runner transport.
- Passed 93 focused ACPX adapter, sidecar lifecycle, and
usage-accounting tests, including persisted receipt identity and
missing-field regressions.
- Passed 97 additional runtime-host, in-process ACPX driver, OpenCode
proxy, and MCP bridge tests.
- Reproduced the ACPX counter-redaction failure, then passed 36 Rust
decoder/normalizer and durable-redaction tests after the fix.
Credential-shaped strings and objects remain redacted.
- Native Codex get-task-context passed a real provider probe with no
global CLI dependency.
- Local ACPX probes reached a platform startup rejection on macOS;
qualification therefore used the intended AWS Linux fleet. Complete
campaign 34060573948 reached 341/358 passing with zero infrastructure
failures (up from 250/358 and 100 infrastructure failures). ACPX Claude
reached 34/35, ACPX Codex 7/8, native Codex 34/35, and AgentCore 35/35.
Remaining failures were retained in the canonical report:
https://d1p6rlowie26tp.cloudfront.net/runner-protocol-evals/campaigns/gha-34060573948-1/.
- Final complete campaign 34062394019 exercises the current-request
scope clarification with all 358 cells; results pending.
- Passed git diff --check.
- Repo-wide typecheck, build, and tests are delegated to PR CI. They
were not repeated on this machine.

## Risks

- ACPX approval is scoped to the operator-requested isolated fixture
harness. Production defaults do not change.
- AgentCore admission can wait longer, but remains within the whole-turn
budget.
- The mock fixture has no production task lifecycle service. Explicit
task-state instructions describe that boundary; they do not relax
scoring.
- This change does not modify the browser full-stack workflow or its
test fixtures.
- ACPX receipt corrections apply to all native ACPX sessions. They rely
on the pinned qualified server contracts; unknown or ambiguous receipts
stay unknown, and a final accounting-read error never overwrites the
provider's terminal result.

## Model Used

- OpenAI GPT-6 (`gpt-6-astra`) through Codex, with reasoning, tool use,
and code execution. The session does not expose an exact context-window
limit.

## 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>
2026-09-06 17:21:12 -05:00
..
devtools feat(runner): add SDK and developer tooling (#12608) 2026-08-31 21:33:11 -05:00
docs fix(runner): align direct eval provider setup with qualified runtimes (#12945) 2026-09-06 17:21:12 -05:00
examples feat(runner): add SDK and developer tooling (#12608) 2026-08-31 21:33:11 -05:00
generated feat(runner): add SDK and developer tooling (#12608) 2026-08-31 21:33:11 -05:00
infra feat(runner): restore direct live eval campaigns and reports (#12909) 2026-09-05 20:18:11 -05:00
protocol fix(runner): restore local session and task integrity (#12721) 2026-09-02 16:11:26 -05:00
runner fix(runner): align direct eval provider setup with qualified runtimes (#12945) 2026-09-06 17:21:12 -05:00
scripts fix(runner): repair direct live provider bootstrap (#12932) 2026-09-06 15:45:07 -05:00
spec test(runner): add full-stack acceptance and eval gates (#12700) 2026-09-02 08:55:08 -05:00
src fix(runner): align direct eval provider setup with qualified runtimes (#12945) 2026-09-06 17:21:12 -05:00
test fix(runner): repair paid provider startup paths (#12769) 2026-09-04 07:58:44 -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 feat(runner): restore direct live eval campaigns and reports (#12909) 2026-09-05 20:18:11 -05:00
SEMANTIC_ACTIONS.md feat(runner): authorize semantic tool dispatch (#12126) 2026-08-24 17:28:54 -05:00
package.json fix(runner): restore Vite 6 viewer compatibility (#12929) 2026-09-06 09:16:21 -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

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 and the ACPX Codex profile require 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.