## Thinking Path > - Paperclip manages agents that do real work. > - Product evals check the saved outcome of that work. > - TestOps plans select the exact automated cases to run. > - A new plan can report its unassigned cases as a job-statistics bucket. > - The pilot registration guard rejects that bucket as a foreign job. > - This change binds only a complete, known unassigned bucket and records assignment diagnostics before writes. ## Linked Issues or Issue Description Refs #18516 and #18542. The metadata-only bootstrap in [41464514278](https://github.com/paperclipai/paperclip/actions/runs/41464514278) created the dedicated plan and verified its GitHub job definition, then stopped at `plan_job_mismatch` before job or case-assignment mutations. No model work ran. The retained receipt did not include the assignment rows. The live failure's exact shape remains unconfirmed. The API's job-statistics carrier permits an absent job. The old guard rejects a complete unassigned bucket. This PR covers that case and records the actual rows in the next closed inspection. ## What Changed - Accept one closed unassigned bucket with the exact selected-case count. Support an explicit null job or an omitted optional job field. - Assign the exact selected cases once. Keep the existing owned assignment without assigning it twice. - Reject foreign jobs, mixed buckets, wrong counts and unknown unassigned fields before mutations. - Retain only bounded assignment kinds, numeric job IDs and counts in the existing observation receipt. - Merge current master, including the full-catalog adapter from #18542. Retain its context-aware plan and job checks alongside the new pre-write assignment inspection. The helper consumes that context’s expected case count. - Document the inspection and binding rules. The helper takes the expected count from its owner. This does not import or run the full-catalog route from #18542. ## Verification - Red: both complete unassigned carriers fail on the old guard; the other 70 dispatch/API controls pass. - Green: all 72 dispatch/API controls passed before the master sync. After the sync, all 104 related pilot and full-catalog Node controls pass. They include ordinary registration, no duplicate assignment, foreign-job rejection, incomplete and unknown bucket rejection, launch fences, uncertain-response protection and result readback. - Diff check passes. No TypeScript or compiled product code changes. Full repository checks were not run locally. All required CI checks pass on current head `a8bec6418065a7faae28c8daab3efdfc9b184797` ([run 41473510972](https://github.com/paperclipai/paperclip/actions/runs/41473510972)). Both current-head reviews are 5/5 with no unresolved threads. Before the master sync, one unchanged server timing test failed on attempt one and passed on the only targeted rerun; that original failure remains in CI attempt one. No rerun was needed on the current head. - Live acceptance still requires another metadata-only inspection, followed by a genuine three-case TestOps launch. This PR does not claim a new passing measurement. ## Risks An overly broad unassigned rule could replace an existing job. The new rule permits only one known bucket with the exact selected-case count and no foreign job. All final binding checks still apply. Unknown assignment shapes stop before writes. Original case queries, model, clocks, graders, evidence rules and retries are unchanged. ## Model Used OpenAI GPT-6 through Codex assisted with repository inspection, code execution and tool use. The host does not expose the exact model revision or context-window size. ## 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 linked existing issues or described the issue in-PR following the relevant issue template - [x] I have not referenced internal or instance-local Paperclip issues or links - [x] My branch name describes the change and contains no internal Paperclip ticket id - [x] I have run the relevant local controls 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 - [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
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Chat feature evals
chat-features promotes two entries from the scenario catalog
into real Product E2E executions. The scope is deliberately small: prove the
fixture, browser interaction, independent grading and report loop before adding
more features. Catalog coverage is not live acceptance.
| Scenario | Actual user request | Independent outcome |
|---|---|---|
tasks.create-backlog |
Add a task for Morgan to draft the launch announcement in Launch, but don't start it yet. | Exactly one task, Launch project, Morgan assignee, backlog at creation, no worker execution, usable chat link after reload. |
tasks.delegate-announcement |
Have Morgan write a two-sentence launch announcement using the Launch project brief, save it on the task, and send me the result here when it's finished. | Exactly one task, actual Morgan execution, current worker-authored document grounded in the project brief, task Done, automatic completion response in the original chat, usable result after reload. |
The queries are read directly from chat-scenarios/tasks.yaml. Context and
expected outcomes stay evaluator-side. The fixture creates a disposable company,
CEO, Morgan and Launch project through production APIs; both agents use the
shipped role instructions. The brief contains a product, date and random invitation
code absent from the user query. The browser sends one message through Agent Chat.
The harness never creates the result task, writes the announcement, completes the
task, or sends a hidden follow-up.
Run the first slice
Follow the installation steps in README.md. The Codex
subscription profile uses the catalog's recorded default model and an
explicit CODEX_AUTH_JSON login. Load that login privately into the launcher
environment; do not print it or save it in tracked configuration. The existing
subscription fixture stages only auth.json in the disposable company login slot
and removes it with the isolated instance.
The local native OpenCode profile uses the current production-qualified model
and OPENROUTER_API_KEY through the existing encrypted company-secret fixture.
Each of the two journeys has a cell for each original profile. These four cells
remain unchanged; the TestOps profile below adds one separately named backlog cell.
pnpm test:e2e:runner:typecheck
pnpm test:e2e:runner:unit
pnpm test:e2e:runner -- --list --suite chat-features
pnpm test:e2e:runner -- --id chat-features.runner-codex-subscription.local.create-backlog --max-automatic-retries 0
pnpm test:e2e:runner -- --id chat-features.runner-codex-subscription.local.delegate-announcement --max-automatic-retries 0
pnpm test:e2e:runner -- --id chat-features.runner-opencode.local.delegate-announcement --max-automatic-retries 0
Run creation first and inspect its packaged report before delegation. For the original Codex
acceptance, run each cell three times against fresh fixtures on the same definition
revision. Keep every attempt, including failures; a retry does not erase one. A
fixture or product correction starts a new three-sample measurement. All cells
are explicit-only and excluded from --all; this does not implement or qualify
the rest of the YAML inventory.
OpenCode TestOps integration acceptance
The additional explicit cell
chat-features.runner-opencode-deepseek-1017.local.create-backlog runs the same backlog
query, public fixture and saved-state oracle on native OpenCode with
openrouter/deepseek/deepseek-v4.1-flash-1017. It requires only the selected
OPENROUTER_API_KEY profile credential. The launcher stores an encrypted secret
reference for the disposable agents; no key belongs in catalog data or chat.
This selected model is a qualification candidate. Other OpenCode suites keep
their existing model, and delegation is not registered for this profile.
pnpm test:e2e:runner -- --id chat-features.runner-opencode-deepseek-1017.local.create-backlog --max-automatic-retries 0
Use a separately named TestOps integration-acceptance plan and launch for this single cell. It retains one human request, one accounted controller work run, 120-second turns, a seven-minute attempt, the five-minute stable-state bound and zero automatic retries. Morgan is created as fixture context but must not execute the saved backlog task. Existing setup probes and unknown usage remain reported separately. The original 244-scenario campaign, failed attempts and Codex measurements are not reset or regraded by this measurement.
The existing normalized result, JUnit and packaged report carry the outcome to the execution integration. Catalog selection and provider-free oracle checks do not establish an AWS model pass or a successful TestOps upload. Accept this integration only after the real AWS execution and its TestOps result agree.
Bounds and grading
Creation expects one accounted native work run; delegation expects three (CEO handoff, Morgan work, CEO completion response). Runs have a 120-second timeout and attempts a seven-minute deadline. The visible task and completion reply must settle within five minutes after the human request, including a five-second stable observation. This is an independent journey acceptance bound: three runs may not each consume their maximum timeout and still pass. The outer attempt also covers fixture setup, reload and link checks, and evidence collection. A failed provider run rejects immediately; the historical missing turn-start event was not a five-minute poll timeout. Automatic retries are disabled. Company and agent budgets are 500 cents each, CEO daily work runs are capped at three, Morgan at one, and periodic heartbeats are disabled. Initial production hello probes fall outside heartbeat usage and budget accounting; detailed setup tokens and cost are unavailable. These limits are not an absolute inference or cash cap. Subscription cost coverage must remain explicit in the report.
An obsolete CEO assignment can leave a cancelled queue entry when the CEO creates
a task and then assigns it to Morgan. Grader v2 distinguishes that entry from
provider work only when the dispatch gate records issue_assignee_changed, an
explicitly null start time, no native issue, and its unchanged stale-queue stop
receipt. The entry must belong to this company and the one task now assigned to
Morgan. It stays in the full observation and final ledger, with its events and an
explicit provider-log omission reason. Active, unrelated, or unproved cancellations
still fail. The three successful work runs, worker output, completion delivery,
and original deadlines remain required. Backlog creation still permits no task wake.
Because this subscription currently reports unpriced usage, setup explicitly sets
unpricedUsagePolicy: allow on the disposable company and both agents through the
public budget API and verifies all three policies. The 500-cent hard stops remain
enabled for reported costs; they cannot cap unknown dollar usage. Run caps and
deadlines remain independent bounds. Without this explicit funding prerequisite,
the default policy pauses the company after the first unpriced run and cancels
the delegated worker. Such a pause is not a successful chat journey.
chat-feature.json retains the scenario ID, capability IDs, grader version,
saved records, audit attribution, rendered links and individual checks.
chat-feature-runs.json uses the existing native run evidence collector, including
on failures. Setup evidence records fixture IDs, synthetic brief, readiness and
saved budgets. Ordinary Product E2E evidence packaging, redaction, cleanup, failure
classification and dashboards own the result. The definition digest includes the
query, defaults, flow and grader sources.
Individual saved-state checks are also recorded when the journey fails, so the
report shows partial progress without turning it into a passing workflow.
The grader rejects duplicate tasks, wrong owners/projects/companies, early execution,
missing audit attribution, missing or stale deliverables, extra human nudges and
uncorrelated completion replies. Document provenance binds the current revision
to Morgan's actual run. The completion check reuses completionDelivery; a
handoff promise or a marker alone cannot establish delivery. Chromium verifies
the task link and reload persistence.
The checks establish the specified saved state, two-sentence structure, required brief facts and result access. They do not score writing quality or every semantic claim in the response. Inspect the retained conversation and announcement before accepting the first samples; the existing completion semantic-review rubric still applies. Oracle calibration tests exercise both valid evidence and plausible wrong outcomes without calling a model.
Only after this loop is stable should another scenario be promoted. Keep each starting condition explicit: connected versus missing connection, allowed versus approval-required, and so on. Reuse the fixture/report infrastructure and add a case-specific outcome oracle; do not make all YAML paragraphs executable through an unconstrained model judge.
Initial measurement — 2026-10-26
Three fresh samples per cell on definition
7fb20426ce3f1dd4efeddfb79f231336ea65a16b9c2a73bf6131e997acd74e9d
produced 5/6 passes: backlog creation 3/3 and delegation 2/3. These used local
native Codex subscription execution with gpt-5.6-sol. All six cleaned up
successfully. Both workflows have successful browser-to-provider evidence, but
the initial repeatability target is not met.
In campaign local-2026-10-26T15-48-12-199Z, the first CEO run in delegation
failed before creating a task: runnerd did not report the provider turn identity.
Retained events show submission and provider startup, followed by the transport's
turn-start deadline. The precise cause of the missing event remains unresolved;
the existing machine classification is retained without claiming that the provider
or infrastructure has been proven responsible. Investigate this before expanding
the suite. No replacement sample erased this failure.
The local results/chat-feature-acceptance/acceptance.md records every sample and
earlier failed revision; its sibling dashboard uses the standard report generator.
Results are ignored generated artifacts, so retain or publish them through the
existing Product E2E pipeline when handing this measurement to another machine.
Follow-up measurement — 2026-10-26
The unchanged delegation cell subsequently passed three fresh executions:
local-2026-10-26T16-50-50-751Z, local-2026-10-26T16-54-58-203Z, and
local-2026-10-26T16-58-39-074Z. The latter two campaigns also ran backlog
creation concurrently and passed both cells. All five selected executions used
one attempt with zero automatic retries, retained the same definition above,
and passed cleanup. Five existing turn-identity, early-terminal and runner-exit
regressions passed as well.
These are green rechecks, not a demonstrated repair of the earlier startup
interruption: no production code, timing limits or oracle assertions changed,
and the missing turn-start event did not reproduce. Keep the original failure
in the history. Across the original final-definition batch and this recheck,
backlog is 5/5 and delegation is 5/6. The local
results/chat-feature-recheck/verification.md records the follow-up evidence;
its standard dashboard is explicitly scoped to the latest campaign.
TestOps completion pilot
The separate Chat completion TestOps workflow connects only these preserved
catalog cases to the private Paperclip Evals project:
projects.project-workprojects.project-defaultsinstance-operations.restart-service
It evaluates the immutable catalog source in
chat-completion-testops-contract.mjs. This keeps the broader catalog on its
integration branch. The source includes the bounded TestOps host prerequisite
from #18515. Changing the pin requires source review. The original DeepSeek
1017 model, case clocks, independent checks, and zero retries remain fixed.
Source registration does not establish a new live result.
Run the named plan Chat completion pilot — OpenCode 1017 in TestOps. The adapter validates the actual project, plan, job, launch and selected cases before build or provider access. A selected subset runs only those cases. The AWS matrix has concurrency one and does not cancel sibling cases after a failure.
The main-only reporter uses the existing protected ALLURE_TOKEN; the evaluated
app and worker never receive it. Original evidence stays in the existing private
AWS storage with the unchanged validators, scanners, byte bounds and exact-key
policies. A separate trusted projection carries verdicts, checks, accounting and
private-evidence receipts. The final PNGs are verified in protected storage;
only their checksums and availability are recorded in TestOps. GitHub artifacts
contain metadata only. Raw logs, screenshots, hidden
reasoning, API snapshots, credentials and provider sessions are not attachments.
Original failed grades and cleanup failures remain failed. Same-run readback
requires matching results and complete result-owned attachment metadata within
the existing bounded processing window; it does not claim remote byte hashes.
Initial setup uses the existing workflow operations:
- Dispatch reviewed
masteronce withoperation=bootstrap. This creates or reconciles only the three exact automated cases and the dedicated plan. It registers the GitHub job with an empty Allure results directory. It reuses only the existing enabled GitHub integration fromCHAT_TESTOPS_INTEGRATION_ID. No model or fabricated result is created. The observation receipt captures a closed parameter-shape inspection before binding. Only the observed singleBranch/defaultValuedefinition forrefs/heads/masteris accepted. Bootstrap enables the job and assigns cases while preserving that definition; the plan uses its default branch. Assignment inspection records unassigned and existing-job counts before binding. A single unassigned bucket must cover the exact selected cases; foreign jobs and unknown or incomplete buckets stop before writes. - Read the closed registration receipt. Store its observed
bindingJSON asCHAT_COMPLETION_TESTOPS_BINDINGinrunner-e2e-testops-reporting. - Use TestOps Run. For the initial operator launch, set an exact next
workflow run number in
CHAT_COMPLETION_TESTOPS_LAUNCH_RUN_NUMBER, set a new 32-hexCHAT_COMPLETION_TESTOPS_LAUNCH_NONCE, then dispatchlaunch-planonce. Its request produces the TestOps-ownedevaluatedispatch. Do not manually dispatch an additional evaluation after an uncertain launch. - Verify the fresh TestOps launch, all selected case results, source links, independent checks, private-evidence receipts and cleanup. Inspect screenshots through authenticated private-history retrieval. Retain earlier failed attempts.
The runtime accepts only operation, ALLURE_JOB_RUN_ID and reserved username
metadata. It rejects arbitrary source/model/budget selectors, branch workflows,
replays and foreign cases. All secret-bearing jobs recheck actual GitHub run and
actor identities. The existing one-case backlog plan remains independent.
Full catalog in TestOps
The Chat catalog TestOps workflow
registers all 244 scenarios from the 35 YAML areas in a separate
Chat feature catalog — OpenCode 1017 (candidate) plan. Its source-derived
manifest is chat-full-catalog-testops-manifest.json. The existing backlog plan
and three-case completion pilot keep their own jobs, selections and history.
Legacy aliases reuse existing TestOps case identities without renaming them.
The catalog contains 236 Agent Chat routes, five browser boundaries, one external assistant route and two Slack routes. An execution mapping is not a passing measurement. Five implementations declare incomplete coverage. Six routes do not produce the generic final PNG required by the unchanged evidence owner. Eighteen declare additional credentials and 37 declare external inputs. These groups overlap. Exact requirements and limitations appear in each case's preconditions. A declared credential does not establish whether its runtime reference exists.
This lane runs the app and fixtures from candidate
3b66c3c144360ddf32714a0742fd774b8ceafb16. Its app and domain definitions are
unchanged from de0941835cc8f0d01c982574ee258e110babdbeb; the successor adds only
finite TestOps host admission. Trusted selection, evidence transfer and publishing
use the workflow's immutable master revision. Each result records both revisions.
A pass qualifies that candidate measurement, not the current master app. Other
lanes sharing a case retain their own sources. This integration does not merge
the broad catalog branch or its core fixes, reset earlier campaign ordinals, or
change the previous 196-of-244 acceptance gate.
Native execution uses OpenCode and
openrouter/deepseek/deepseek-v4.1-flash-1017 on the existing AWS fleet. Each case
keeps its original query, oracle, run counts, clocks, budgets and zero automatic
retries. Browser boundaries and the external assistant retain their original
surfaces and may have zero native work runs. The external companion keeps its own
declared provider requirement. Setup inference and unpriced usage are not free.
Initial setup uses the existing reporting environment:
- Dispatch reviewed master with
operation=bootstrap. It reconciles the exact 244 cases and the dedicated plan, then registers and binds its own GitHub job. Missing cases use one marked POST each. Existing cases retain their identities and history. Alias conflicts, foreign selections and uncertain writes stop setup. It makes no model call or synthetic test result. - Read the registration receipt. Store its compact
bindingJSON asCHAT_FULL_CATALOG_TESTOPS_BINDING. It contains observed plan, job, integration and case IDs plus registered full names, and fits one GitHub environment variable. The job must retain its observed singleBranch/defaultValuedefinition forrefs/heads/master. - Use normal TestOps Run for the full plan or a selected subset. The service's actual expected case list controls execution. Do not manually dispatch another evaluation after an uncertain request. Initial route verification uses a small selection and does not qualify all 244 cases.
Each worker executes one case. Selections of up to three cases run serially. Larger selections allow eight independent cases and one external-input case at once. External-input cases remain serial because they can share QA resources. A full run can take hours. Its elapsed time depends on setup and fleet capacity; the declared case clocks are not a completion-time guarantee. Each worker and report reader has a singleton private-evidence approval and exact-key AWS session; the existing eight-cell authority limit is unchanged. Reports wait for all selected workers. A credential-free job then validates and merges their metadata projections. The protected reporter uploads original outcomes and verifies every selected result, including paginated selections over 100 cases. Failed originals and failed cleanup remain failed beside passed results. Missing originals cannot become fabricated measurements or a full-selection pass.
Raw evidence and final PNGs remain in protected storage. Public GitHub artifacts and TestOps attachments contain only allowlisted provenance, checks, accounting and private-evidence receipts. Raw conversations, screenshots, provider sessions and credentials do not enter the public artifact path. Additional credentials reach only cases that declare them. External inputs use the existing selected-case private-input owner, disposable-resource checks and oracle commitments. Unconfigured inputs remain setup blockers.
TestOps-backed AWS backlog cell
The dedicated Chat feature TestOps workflow accepts only the shipped default
branch and the fixed OpenCode backlog cell. evaluate is the default operation
and requires TestOps' ALLURE_JOB_RUN_ID. A protected reporting job verifies the
project, singleton plan, assigned public workflow, selected case and current
GitHub run before any build or provider access. The evaluated process receives
no TestOps token. It retains the original one-query, one-work-run, 120-second
turn, 420-second attempt, 300-second settled-state and zero-retry limits.
Two metadata operations prepare that route. bootstrap registers the actual
public CI job through pinned allurectl with an empty results directory and
reconciles only the dedicated case and singleton plan. It produces no passing
test result. After the registered job and protected case/plan/job identifiers
are verified, launch-plan sends one TestOps plan-run request and exits.
The TestOps job then dispatches evaluate; an operator must not dispatch a
second evaluation manually. Missing or ambiguous registration and selection
metadata stops before inference.
The workflow reuses the existing AWS fleet and strict private evidence storage. Its shipped-main authority is separate from manual candidate approval. Original logs, provider records and failure evidence remain private. The reporting adapter exports only a source/run-bound normalized result, JUnit and screenshots already marked by the owned fixture screenshot producer with matching file hashes. A separate protected reporting job converts that projection to the exact TestOps case. Failed grades and cleanup failures remain failed.
Reporting setup uses the master-only runner-e2e-testops-reporting environment,
with the existing reporting token delivered through the reviewed sealed-box
bootstrap. CHAT_TESTOPS_CASE_ID, CHAT_TESTOPS_PLAN_ID and
CHAT_TESTOPS_JOB_ID must name the observed dedicated mapping; the numeric
CHAT_TESTOPS_GITHUB_WORKFLOW_ID supports TestOps' registered workflow URL.
No arbitrary source, model, case, retry or budget input is accepted.
The initial launch-plan administrator operation also requires a protected
CHAT_TESTOPS_LAUNCH_RUN_NUMBER. After registration, the trusted operator creates
this variable once with the reviewed next workflow run number and reads it back.
The launcher compares GitHub's actual run number, attempt, workflow, source and
actors before any TestOps mutation. A later dispatch or replay cannot reuse that
approved number. Missing or uncertain metadata stops; an uncertain request needs
reconciliation rather than a new send. The nonce and launch search provide
additional evidence. Normal TestOps Run uses evaluate and is independent of
this one-time administrator fence. The launch nonce is protected configuration,
not a dispatch input. Job parameter IDs are opaque. The launcher preserves the
API's exact ID/value pair for refs/heads/master and uses the fixed workflow's
evaluate default. An operation parameter is used only when the protected
CHAT_TESTOPS_OPERATION_PARAMETER_ID matches a returned ID with a bootstrap
or evaluate value; the launcher then sets it to evaluate. Other values,
duplicate IDs and conflicting configuration are rejected. No relationship to
global environment-variable IDs or names is inferred.
CHAT_TESTOPS_INTEGRATION_ID names the reviewed existing project GitHub
integration. The launcher verifies its project, type and enabled state, then binds
only the newly registered public job to it. It never changes integration settings
or credentials. Since the job response does not expose that association, only the
real TestOps-to-GitHub dispatch can qualify it.
After allurectl watch finishes, the same protected reporter checks the actual
TestOps job-run, launch, selected case, result source/status and attachment
metadata. Processing reads are bounded to 12 polls, five-second gaps and a
120-second processing deadline. Unknown or missing results remain unverified.
The check downloads no attachment content and claims no server-side attachment
byte hash. Its closed receipt is retained separately. An upload success alone
is not a passing feature result, and verifying an original failure cannot turn
that failure into a pass.
Build and worker installs use the existing reviewed report-lock policy. Only its committed input or output lock is accepted; its authenticated correction is the only allowed normalization. Dependency manifests, patch inputs and policy must remain unchanged. Installs are frozen with lifecycle scripts disabled. The credential-free build rechecks that boundary before packaging, and the worker matches the source/lock receipt before installing. Arbitrary resolver drift is rejected before provider access.