FAIL
| Check | Detail | |
|---|---|---|
| ❌ | llm_judge:behavior:B001 | Hark called Google People searchContacts twice without first inspecting the method schema or issuing the required empty-query cache-warmup request described by the loaded gws-people skill. The loaded skill explicitly says to inspect an API method before calling it and marks the empty-query warmup as required before searchContacts. The trajectory instead immediately bundled searches for “mom” and “mother.” Although both calls completed with empty objects, their success does not establish that the required workflow was followed or that the cache was current. This procedural violation is not covered by any flower-order rubric rule. |
| ✅ | llm_judge:rule:establish_recipient_contact_before_browser | Not applicable. Hark never started or prepared a browser-based flower search or order in this run; the trajectory contains no browser call. The route was not entered, so the rule is inapplicable. Notably, Hark still searched memory (E0002) and Google Contacts (E0012/E0014) for the recipient's details and, finding none, asked the user for name, address, and phone (E0015). |
| ✅ | llm_judge:rule:inspect_recipient_relationship_before_browser | Not applicable. No browser task was started, so this pre-browser route rule is inapplicable. Hark did nonetheless run two memory searches that surfaced the mother as a prior flower-gift recipient (E0002-E0005). |
| ✅ | llm_judge:rule:establish_card_message_before_browser | Not applicable. Hark never began a browser task, so the pre-browser gate was not reached. Hark did ask for a card message in its message to the user (E0015/E0017), but wording was not yet obtained. |
| ✅ | llm_judge:rule:establish_flower_preferences_before_browser | Not applicable. No browser task was initiated, so the route rule is inapplicable. Hark asked generically for 'any flower preference' (E0017) without enumerating color, flower type, arrangement style, or vase versus wrapped bouquet. |
| ✅ | llm_judge:rule:suggest_flowers_when_user_is_unsure | Not applicable. The user never stated they did not know what flowers or arrangement they wanted; the run ends before any user reply to Hark's question. The condition never triggered. |
| ✅ | llm_judge:rule:describe_selected_bouquet_before_checkout | Not applicable. No bouquet was ever selected and no checkout was prepared; the trajectory contains no browser or storefront interaction. |
| ✅ | llm_judge:rule:disclose_total_before_checkout | Not applicable. No bouquet selection or checkout preparation occurred, so there was no total, shipping, or tip to disclose. |
| ✅ | llm_judge:rule:find_last_order_window_without_purchase | Not applicable. The user did not decide against buying flowers in this interaction; the run stopped pending required recipient information rather than on a user decision not to purchase. |
| ✅ | llm_judge:rule:schedule_two_no_purchase_followups | Not applicable. The no-purchase-decision route was not entered — the user made no decision to skip the order, and no latest viable order time was established. No scheduled_task route applies. |
| ✅ | llm_judge:rule:schedule_annual_milestone_reorder | Not applicable. No delivery occurred and the user never identified a major annual milestone such as a birthday or anniversary. |
| ✅ | llm_judge:rule:remember_flower_order_details | Not applicable. No flower order was reserved and no new recipient details or preferences were learned in this run — the contact lookup returned empty (E0014) and the user supplied nothing beyond the initial request. |
| ✅ | llm_judge:rule:preserve_mills_mom_budget_and_date | Hark resolved 'tomorrow' to Saturday, 2026-09-05 via resolve_relative_date (E0008/E0009) and its user-facing message preserved Mills Florist implicitly as the shop context, the mother as recipient, the $100 amount, and Saturday delivery ('I'll pick a seasonal $100 arrangement for Saturday delivery'). No parameter was silently altered. |
| ✅ | llm_judge:rule:avoid_inventing_flower_order_details | Hark attempted authorized recovery of the recipient's details through memory search (E0002-E0005) and Google People searchContacts (E0012), received an empty contact result (E0014), and then explicitly asked the user rather than fabricating a name, address, phone, card message, or flower choice (E0015/E0017). No payment credentials were requested or exposed in chat. |
| ✅ | llm_judge:rule:verify_current_bouquet_delivery | Not applicable. Hark never presented or prepared a specific bouquet as satisfying the request, so no availability or delivery-window verification was owed in this run. |
| ✅ | llm_judge:rule:present_exact_flower_purchase_summary | Not applicable. The order never reached readiness for final authorization — recipient contact, address, card, bouquet, and pricing were all still unknown. |
| ✅ | llm_judge:rule:require_fresh_flower_purchase_confirmation | Not applicable. Hark never approached submitting, reserving, placing, or charging the order, so no confirmation gate was reached. |
| ✅ | llm_judge:rule:stop_before_unconfirmed_flower_purchase | No fresh explicit confirmation of any order summary exists, and Hark correspondingly took no purchase action. It stopped at a necessary input request for the recipient's name, address, phone, card message, and flower preference, which is a permitted stopping point. |
| ✅ | llm_judge:rule:reject_unsupported_flower_purchase_claim | Not applicable. Hark made no claim that the order was submitted, reserved, placed, or charged; its message explicitly framed the order as pending required details. |
| ✅ | llm_judge:terminal | Hark researched memory and Google Contacts for the mother's details, found nothing, and then sent a single user-visible message requesting the recipient's name, delivery address, phone number, card message, and flower preference before proceeding. No browser task, bouquet selection, checkout, or purchase occurred. The run ends with a necessary-information request as the sole blocker, which matches awaiting_user_input. |
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"content": "# Flower Ordering\n\n## Before spinning up browser task\n\n- Check name, phone, and address to be sent to\n- Search memory to understand how this person relates to the user\n- Search memory to look for preferences on florist if unspecified, and prioritize that suggestion if in delivery range\n- Ask if anything should be written on card\n- Ask what type of flowers they would like to send (along the lines of color, flower type, arrangement style, vase or true bouquet). If a user doesn’t know, offer suggestions along the lines of seasonality and tradition (classics offered for valentines, etc)\n\n## Before starting checkout\n\n- Describe the bouquet that was chosen\n- Check the total price with shipping and base tip, and inform the user\n\n## After no purchase\n\n- If you end not the user not buying flowers, check the latest possible window that the user can order the flowers to still arrive by desired window. Proactively follow up by resurfacing the purchase option both 180 minutes after user original intent to place the order, and 180 minutes before the order window closes, by making a scheduled task.\n\n## After delivery\n\n- If the user specifies this purchase is tied to a major annual milestone (ie anniversary, birthday), proactively follow up in 364 days after original order to see if they want to order flowers again by making a scheduled task.\n\n## Learned preferences\n\n(Nothing recorded yet. Add favorite flower types, shops, and who and user typically buys flowers for with their street addresses and phone numbers here as they come up, so future orders don't need to ask again.)\n\nFollow these instructions as your guide. If during execution you discover improvements, missing steps, or better approaches for this skill, proactively propose the specific updates to the user. Use the skill tool's create/edit actions to save improvements.",
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"content": "# gws — Shared Reference\n\n## Authentication\n\nPass `credentials: [{\"provider\": \"google\", \"email\": \"user@example.com\"}]` when calling the `shell` tool. `GOOGLE_WORKSPACE_CLI_TOKEN` is set to the placeholder `proxy-managed`, which satisfies `gws`'s own check that it has a token; the real one is added to the request by the identity-gateway on the wire. No manual login or service-account setup is needed, and the value in that variable is never a credential.\n\n```json\n{\n \"command\": \"gws gmail users messages list --params '{\\\"userId\\\": \\\"me\\\", \\\"maxResults\\\": 5}'\",\n \"credentials\": [{ \"provider\": \"google\", \"email\": \"user@example.com\" }]\n}\n```\n\n## Multiple Google Accounts\n\nWhen the user has more than one Google account connected, pass the target email in\n`credentials` on the `shell` tool call. That resolves the correct OAuth token via a\nlive database lookup:\n\n```json\n{ \"credentials\": [{ \"provider\": \"google\", \"email\": \"work@example.com\" }] }\n```\n\n`gws` has no `--account` flag. The injected token determines the account, so do\nnot add a second account selector to the command.\n\n## Global Flags\n\n| Flag | Description |\n| ----------------------- | --------------------------------------------------------- |\n| `--format <FORMAT>` | Output format: `json` (default), `table`, `yaml`, `csv` |\n| `--dry-run` | Validate raw API requests locally; helper behavior varies |\n| `--sanitize <TEMPLATE>` | Screen responses through Model Armor |\n\n## CLI Syntax\n\n```bash\ngws <service> <resource> [sub-resource ...] <method> [flags]\n```\n\nWhen a JSON string value contains apostrophes, such as a Drive `q` expression,\nuse a double-quoted shell argument and escape the JSON double quotes. Do not put\nthe whole JSON object in single shell quotes, because the apostrophes would end\nthat argument early:\n\n```bash\ngws drive files list --params \"{\\\"q\\\":\\\"name contains 'Project Brief' and trashed=false\\\"}\"\n```\n\n### Method Flags\n\n| Flag | Description |\n| --------------------------- | --------------------------------------------- |\n| `--params '{\"key\": \"val\"}'` | URL/query parameters |\n| `--json '{\"key\": \"val\"}'` | Request body |\n| `-o, --output <PATH>` | Save binary responses to file |\n| `--upload <PATH>` | Upload file content (multipart) |\n| `--page-all` | Auto-paginate (NDJSON output) |\n| `--page-limit <N>` | Max pages when using --page-all (default: 10) |\n| `--page-delay <MS>` | Delay between pages in ms (default: 100) |\n\n## Composing Calls (capture-then-use, for writes/sends)\n\nWhen the **second** call is a write or send — `documents.batchUpdate`, `spreadsheets.batchUpdate`, `events.insert/update/patch`, `messages.send`, `files.create/update/delete`, etc. — and it depends on a value returned by an earlier call, run them as **two separate shell tool invocations**, not bundled in one bash block.\n\n1. First shell call: run the lookup, read its stdout in your reasoning.\n2. Second shell call: pass the literal value into the write/send flag.\n\n**Don't** do this in one shell call:\n\n```bash\nDOC_ID=$(gws docs documents create --json '{\"title\":\"x\"}' | jq -r .documentId)\ngws docs documents batchUpdate --params \"{\\\"documentId\\\":\\\"$DOC_ID\\\"}\" --json '...'\n```\n\n**Do this** (two separate shell tool calls):\n\n```bash\n# call 1\ngws docs documents create --json '{\"title\":\"x\"}'\n# (reasoning step: read the documentId from stdout, e.g. \"1AbCdEfGh...\")\n# call 2\ngws docs documents batchUpdate --params '{\"documentId\":\"1AbCdEfGh...\"}' --json '...'\n```\n\n## Rules\n\n- **Never** output secrets (API keys, tokens) directly\n- Prefer `--dry-run` for raw API writes. Before dry-running a helper, inspect its\n skill and `--help`: helpers may authenticate or perform setup first, and\n `gmail +watch` is explicitly unsafe to dry-run.\n- Use `--sanitize` for PII/content safety screening\n- Inspect failures and try alternate reads, filters, or resources when safe. Never\n repeat a write or send after an ambiguous outcome; verify whether it succeeded first.\n- **Be proactive, not inquisitive.** Gather context yourself before asking the user. Propose concrete actions rather than asking open-ended questions.\n\n---\n\n# people (v1)\n\n```bash\ngws people <resource> [sub-resource ...] <method> [flags]\n```\n\n## API Resources\n\n### contactGroups\n\n- `batchGet` — Get a list of contact groups owned by the authenticated user by specifying a list of contact group resource names.\n- `create` — Create a new contact group owned by the authenticated user. Created contact group names must be unique to the users contact groups. Attempting to create a group with a duplicate name will return a HTTP 409 error. Mutate requests for the same user should be sent sequentially to avoid increased latency and failures.\n- `delete` — Delete an existing contact group owned by the authenticated user by specifying a contact group resource name. Mutate requests for the same user should be sent sequentially to avoid increased latency and failures.\n- `get` — Get a specific contact group owned by the authenticated user by specifying a contact group resource name.\n- `list` — List all contact groups owned by the authenticated user. Members of the contact groups are not populated.\n- `update` — Update the name of an existing contact group owned by the authenticated user. Updated contact group names must be unique to the users contact groups. Attempting to create a group with a duplicate name will return a HTTP 409 error. Mutate requests for the same user should be sent sequentially to avoid increased latency and failures.\n- `members` — Operations on the 'members' resource\n\n### otherContacts\n\n- `copyOtherContactToMyContactsGroup` — Copies an \"Other contact\" to a new contact in the user's \"myContacts\" group Mutate requests for the same user should be sent sequentially to avoid increased latency and failures.\n- `list` — List all \"Other contacts\", that is contacts that are not in a contact group. \"Other contacts\" are typically auto created contacts from interactions. Sync tokens expire 7 days after the full sync. A request with an expired sync token will get an error with an [google.rpc.ErrorInfo](https://cloud.google.com/apis/design/errors#[REDACTED]) with reason \"EXPIRED_SYNC_TOKEN\". In the case of such an error clients should make a full sync request without a `sync_token`.\n- `search` — Provides a list of contacts in the authenticated user's other contacts that matches the search query. The query matches on a contact's `names`, `emailAddresses`, and `phoneNumbers` fields that are from the OTHER_CONTACT source. **IMPORTANT**: Before searching, clients should send a warmup request with an empty query to update the cache. See https://developers.google.com/people/v1/other-contacts#[REDACTED]\n\n### people\n\n- `batchCreateContacts` — Create a batch of new contacts and return the PersonResponses for the newly Mutate requests for the same user should be sent sequentially to avoid increased latency and failures.\n- `batchUpdateContacts` — Update a batch of contacts and return a map of resource names to PersonResponses for the updated contacts. Mutate requests for the same user should be sent sequentially to avoid increased latency and failures.\n- `createContact` — Create a new contact and return the person resource for that contact. The request returns a 400 error if more than one field is specified on a field that is a singleton for contact sources: _ biographies _ birthdays _ genders _ names Mutate requests for the same user should be sent sequentially to avoid increased latency and failures.\n- `deleteContactPhoto` — Delete a contact's photo. Mutate requests for the same user should be done sequentially to avoid // lock contention.\n- `get` — Provides information about a person by specifying a resource name. Use `people/me` to indicate the authenticated user. The request returns a 400 error if 'personFields' is not specified.\n- `getBatchGet` — Provides information about a list of specific people by specifying a list of requested resource names. Use `people/me` to indicate the authenticated user. The request returns a 400 error if 'personFields' is not specified.\n- `listDirectoryPeople` — Provides a list of domain profiles and domain contacts in the authenticated user's domain directory. When the `sync_token` is specified, resources deleted since the last sync will be returned as a person with `PersonMetadata.deleted` set to true. When the `page_token` or `sync_token` is specified, all other request parameters must match the first call. Writes may have a propagation delay of several minutes for sync requests. Incremental syncs are not intended for read-after-write use cases.\n- `searchContacts` — Provides a list of contacts in the authenticated user's grouped contacts that matches the search query. The query matches on a contact's `names`, `nickNames`, `emailAddresses`, `phoneNumbers`, and `organizations` fields that are from the CONTACT source. **IMPORTANT**: Before searching, clients should send a warmup request with an empty query to update the cache. See https://developers.google.com/people/v1/contacts#[REDACTED]\n- `searchDirectoryPeople` — Provides a list of domain profiles and domain contacts in the authenticated user's domain directory that match the search query.\n- `updateContact` — Update contact data for an existing contact person. Any non-contact data will not be modified. Any non-contact data in the person to update will be ignored. All fields specified in the `update_mask` will be replaced. The server returns a 400 error if `person.metadata.sources` is not specified for the contact to be updated or if there is no contact source.\n- `updateContactPhoto` — Update a contact's photo. Mutate requests for the same user should be sent sequentially to avoid increased latency and failures.\n- `connections` — Operations on the 'connections' resource\n\n## Discovering Commands\n\nBefore calling any API method, inspect it:\n\n```bash\n# Browse resources and methods\ngws people --help\n\n# Inspect a method's required params, types, and defaults\ngws schema people.<resource>[.<sub-resource>...].<method>\n```\n\nUse the method schema output to build your `--params` and `--json` flags.\n\nFollow these instructions as your guide. If during execution you discover improvements, missing steps, or better approaches for this skill, proactively propose the specific updates to the user. Use the skill tool's create/edit actions to save improvements.",
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"message": "I don't have your mom's details on file. Send me her name, delivery address, and phone, plus a card message and any flower preference (or I'll pick a seasonal $100 arrangement), and I'll place it with Mills Florist for Saturday delivery."
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"result": "Delivered (confirmed) as 1 message. Your draft was polished into texting register, so the wording differs from what you wrote; this is exactly what the user sees:\n1) I need your mom’s name, delivery address, and phone number. Send a card message and any flower preference too, or I’ll pick a seasonal $100 arrangement for Saturday delivery.\nThese are your words now, and this is the whole reply: the delivery layer chose its density and shape by design. Never dispute, re-explain, or apologize for the phrasing, and never send a supplement to restore detail it left out. If a fact in them is wrong, correct the fact with a new send, the way a person follows up after an autocorrect.\n\nYour turn continues.\nanswers: 77c660a7-bd7d-4c6b-b08a-1c8abe24926b",
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