launch25/suggest_subscription_cancellations/skill_adherence-1

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        "source": "episode",
        "subject": "Levi’s Stadium Events and Amazon Purchase Clarification",
        "summary": "Hark provided the user with the October–November 2026 Levi’s Stadium event schedule. An Amazon order for a 1-meter USB cable and Hario filters remained pending until the user specifies the cable type and filter size/color.",
        "timestamp": "2026-09-04 10:14 AM PDT (UTC-07:00)"
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        "snippet": "The user has a planned trip to Tokyo for the weekend of September 12–13, 2026.",
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        "timestamp": "2026-09-04 7:50 PM PDT (UTC-07:00)"
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        "snippet": "The user requests gluten-free food when ordering, including gluten-free chicken pad thai.",
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        "timestamp": "2026-09-04 7:50 PM PDT (UTC-07:00)"
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        "snippet": "The user requests gluten-free food when ordering, including gluten-free chicken pad thai.",
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        "snippet": "On September 4, 2026, the user developed a Tokyo trip dossier for September 11–14 focused on art and design, Nintendo, and high-quality Japanese food. Research verified that Tokyo Gendai runs September 11–13 at PACIFICO Yokohama, with a ¥3,000 Friday evening ticket; priority venues included Ron Mueck at Mori Art Museum, 21_21 DESIGN SIGHT’s Hōjōki and The Paper Log, NACT’s Louvre Renaissance and Picasso × Paul Smith exhibitions, free Ann Veronica Janssens at Ginza Maison Hermès, teamLab Borderless or Planets, Nezu Museum, and MOT. Planning notes emphasized booking teamLab and Nezu ahead, visiting Mori before NACT for the ¥100 ticket-stub discount, avoiding MOT’s poor-value combined ticket, and catching The Paper Log before it closes September 13. Hark wrote a Swiss International/exhibition-catalogue design brief to `/workspace/tokyo/design-brief.md`, specifying a warm off-white paper palette, vermilion accents, Helvetica typography, a 12-column editorial grid, oversized day numerals, full-bleed photography, and Nintendo/games dark-mode treatment. Later, the user asked Hark to return a USB cord to Amazon. Hark initiated Amazon sign-in and asked the user to identify the exact cord and approximate order date, provide the return reason, and choose between a refund to the original payment method, replacement, or gift-card balance; the return was not submitted.",
        "source": "episode",
        "subject": "Tokyo Art Trip Research and Amazon USB Cord Return",
        "summary": "The user’s Tokyo itinerary research was completed and translated into a detailed editorial design brief, with Tokyo Gendai and several date-sensitive exhibitions identified as priorities. The Amazon USB cord return remained pending after sign-in handoff and required item, order, reason, and resolution details.",
        "timestamp": "2026-09-04 7:57 PM PDT (UTC-07:00)"
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        "confidence": "high",
        "score": 0.482,
        "segment_id": "4cbc0126-ec81-508c-872c-1c95cfcba69c",
        "snippet": "The user aims to run a marathon in 2026.",
        "source": "fact",
        "timestamp": "2026-09-04 10:05 AM PDT (UTC-07:00)"
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      {
        "citation": "seg://bdc083fb",
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        "snippet": "On September 4, 2026, the user asked Hark to find a new fall wardrobe and build it as a shopping site. Hark began the process, but no wardrobe options or shopping site were completed. Later on September 4, 2026, the user asked Hark to return a USB cord to Amazon. Hark initiated Amazon sign-in and requested the exact cord and order date, return reason, and preferred resolution—refund to the original payment method, replacement, or gift-card balance—but the return was not submitted.",
        "source": "episode",
        "subject": "Fall Wardrobe Shopping Site and Amazon USB Cord Return",
        "summary": "The fall wardrobe shopping-site project remained incomplete. The Amazon USB cord return remained pending sign-in and the user’s item, order, reason, and refund-preference details.",
        "timestamp": "2026-09-04 6:15 PM PDT (UTC-07:00)"
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        "snippet": "On September 4, 2026, the user asked Hark to order gluten-free chicken pad thai, green curry with tofu, and French fries. Hark searched for relevant context, initiated DoorDash sign-in, and asked the user to tap Sign in, provide a delivery address, and confirm DoorDash rather than Uber Eats; no food order was completed. The user then asked Hark to summarize a New York Times article about the cancellation of the Metropolitan Museum of Art’s John Galliano exhibition. The NYT page returned HTTP 403, so Hark searched the web and found coverage indicating that the Met canceled the planned exhibition after backlash over Galliano’s 2011 antisemitic hate-crime conviction and concerns from donors, politicians, and Jewish leaders; Hark began fetching an NPR report for additional details, but no final article summary appears in the conversation.",
        "source": "episode",
        "subject": "DoorDash Order Setup and John Galliano Met Exhibit Article",
        "summary": "Hark set up a DoorDash order but needed the user’s sign-in, address, and platform confirmation before proceeding. Hark could not directly access the NYT article, found corroborating search results about the canceled John Galliano exhibition, and had not yet delivered a final summary.",
        "timestamp": "2026-09-04 10:18 AM PDT (UTC-07:00)"
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        "confidence": "medium",
        "score": 0.3972,
        "segment_id": "531a5660-60ac-55d2-baf3-35b461ba6a2e",
        "snippet": "The user requests gluten-free chicken pad thai, green curry with tofu, and French fries when ordering food.",
        "source": "fact",
        "timestamp": "2026-09-04 10:18 AM PDT (UTC-07:00)"
      },
      {
        "citation": "seg://e9a58a65",
        "score": 0.3376,
        "snippet": "On September 4, 2026, the user asked Hark to build a high-protein meal plan and have the groceries delivered from Walmart. Hark created a 7-day plan targeting approximately 170 grams of protein per day, with daily eggs and egg whites, Greek yogurt, chicken with rice and broccoli, a whey-protein shake, and rotating dinners including salmon, turkey, steak, shrimp, chicken thighs, turkey chili, and tuna with cottage cheese. Hark also prepared a shopping list and saved the plan to a workspace file. Hark initiated Walmart sign-in and instructed the user to tap the sign-in button and provide a delivery address; no grocery order was completed.",
        "source": "episode",
        "subject": "High-Protein Meal Plan and Walmart Delivery Setup",
        "summary": "Hark created a 7-day, approximately 170-gram-per-day high-protein meal plan and shopping list. Walmart delivery remained pending because the user needed to complete sign-in and provide a delivery address.",
        "timestamp": "2026-09-04 10:24 AM PDT (UTC-07:00)"
      }
    ]
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    "address": "_system/cancelling-subscriptions",
    "content": "# Cancelling subscriptions\n\nHow to handle a request to find, audit, or cancel recurring subscriptions.\n\n## Before spinning up browser\n\n- Search emails and memory for subscriptions. Look for any key phrases, including \"subscription renews\", \"trial ends\", \"payment method updated\", \"annual renewal notices\", and any prior cancellation attempts.\n- Search emails and memory for bank and card accounts. Ask user to log into each account.\n\n## Identifying subscriptions\n\n- Scan each bank and card for recurring or duplicate charges.\n- Provide a summary of subscription, amount, and next charge date.\n- Ask the user which subscriptions should be cancelled.\n- If the subscription is unidentified, search emails and memory for the merchant descriptor, the amount, and the billing cadence. Look up the descriptor on the web, as billing descriptors are often a parent company or a payment processor.\n- Check the usual aggregators the user may have bought through, including Apple, Google Play, Amazon, PayPal, Roku, and any app store bundle.\n\n## Cancelling subscriptions\n\n- Use the merchant's cancellation page, before any phone line or chat. Read the cancellation terms before cancelling: whether access ends immediately or at period end, whether a partial refund is available, early termination fees, minimum term commitments, and whether cancelling forfeits an unused credit or balance.\n- Present any retention offers to the user. If the offer provides a real discount or free months on something the user actually uses, pause and present it with the numbers rather than accepting or refusing on their behalf.\n- If the cancellation is blocked and there is a customer service chat, request cancellation information via chat session.\n- If the cancellation is blocked and there is a support email or web form, offer to draft and send a cancellation request naming the account email, the subscription, and an explicit instruction not to renew. Confirm with the user before sending.\n- If the cancellation is blocked and requires a phone call or a mailed notice, draft a script for the user.\n- If the cancellation is blocked and requires a login, ask the user to log into the website so that you can cancel the subscription.\n- If the cancellation is blocked and there are hidden cancellation links, forced retention loops, or call request during closed hours, create a scheduled task to retry when the line opens and tell the user that the backup plan is to dispute or block the recurring charge with the card issuer.\n- If cancellation cannot be completed before the next charge date, let the user know and offer to dispute with the issuer.\n\n## Placing the cancellation\n\n- Before cancelling, always show a summary of merchant, service, plan, amount, billing cadence, last 4 digits of card, next charge date, whether access ends now or at period end, the last day of access, any refund or fee, and anything being forfeited.\n- Cancel only after explicit confirmation of charges to be removed.\n- Never contact the card issuer, request a chargeback, or freeze a card without explicit approval.\n\n## After cancellation\n\n- Report the merchant, the confirmation reference, the last day of access, whether a refund was granted, and the amount that stops recurring.\n- Verify the account's subscription page after the cancellation, and check email for the cancellation confirmation. If neither shows it, treat the cancellation as unconfirmed and let the user know.\n- If access continues to period end, create a scheduled task for two days before that date to remind the user to export their data, download purchases, or use remaining credits.\n- If a refund was promised, create a scheduled task to check for it after the stated processing window and report only if it has not landed.\n- If the user stops responding mid-flow, follow up in 24 hours, and sooner if a renewal date is closer than that.\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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    "address": "_system/gws-gmail",
    "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# Availability — Shared Reference\n\n## Read the calendar before you state availability\n\nOffering, confirming, or declining a time on the user's behalf is a claim about\ntheir calendar. Read the calendar before writing that claim — not afterwards,\nand not only when you are creating the event.\n\nThis applies to outbound content, not just event creation:\n\n- a reply that offers windows (\"I have Tuesday 10–12 open\")\n- a message that accepts or declines a time someone else proposed\n- a summary that tells the user when they are free\n\nWriting any of these without a calendar read is a guess, and it reaches the\nrecipient as a commitment.\n\n## Reading it\n\n```bash\n# The user's own day. --today / --tomorrow / --week / --days N — there is no --date.\ngws calendar +agenda --tomorrow\n\n# An arbitrary window. Note the resource path is `events`, with no `users` prefix.\ngws calendar events list --params '{\"calendarId\":\"primary\",\"timeMin\":\"2026-08-11T00:00:00-07:00\",\"timeMax\":\"2026-08-12T00:00:00-07:00\",\"singleEvents\":true,\"orderBy\":\"startTime\"}'\n\n# Other attendees, before proposing a slot to them.\ngws calendar freebusy query --json '{\"timeMin\":\"2026-08-11T15:00:00Z\",\"timeMax\":\"2026-08-12T01:00:00Z\",\"items\":[{\"id\":\"someone@example.com\"}]}'\n```\n\nThen offer only the times you actually saw free. If the calendar call fails,\nsay so and ask the user — do not fall back to a guessed window.\n\n## See Also\n\n- [gws-calendar](../gws-calendar/SKILL.md) — full calendar API surface\n- [gws-calendar-agenda](../gws-calendar-agenda/SKILL.md) — `+agenda` flags in full\n- [recipe-find-free-time](../recipe-find-free-time/SKILL.md) — free/busy across several people\n\n---\n\n# gmail (v1)\n\n```bash\ngws gmail users [sub-resource ...] <method> [flags]\n```\n\n## Helper Commands\n\n| Command                                         | Description                                                    |\n| ----------------------------------------------- | -------------------------------------------------------------- |\n| [`+send`](../gws-gmail-send/SKILL.md)           | Send an email immediately                                      |\n| [draft](../gws-gmail-draft/SKILL.md)            | Create a draft email — saved, not sent                         |\n| [`+triage`](../gws-gmail-triage/SKILL.md)       | Show unread inbox summary (sender, subject, date)              |\n| [`+reply`](../gws-gmail-reply/SKILL.md)         | Reply to a message (handles threading automatically)           |\n| [`+reply-all`](../gws-gmail-reply-all/SKILL.md) | Reply-all to a message (handles threading automatically)       |\n| [`+forward`](../gws-gmail-forward/SKILL.md)     | Forward a message to new recipients                            |\n| `+read`                                         | Read a message and extract its body or headers                 |\n| `+watch`                                        | Stream new messages using Gmail push notifications and Pub/Sub |\n\n`gws gmail +watch --dry-run` is unsafe in pinned `gws` v0.22.5: it attempts Gmail authentication and Pub/Sub topic setup before honoring `--dry-run`. Use `gws gmail +watch --help` for planning. Run `+watch` only when the user requests a live watch and approves the persistent Pub/Sub resources.\n\n## The user's signature\n\nGmail adds a signature in its own compose window, not on the server, so a message\nsent through `gws` — helper or raw API — arrives without the one the user set in\nGmail's settings. Read it once per conversation and put it on every message you\nsend, reply to, or draft on their behalf:\n\n```bash\ngws gmail users settings sendAs list --params '{\"userId\":\"me\"}'\n```\n\nTake `signature` (HTML) from the alias the mail goes out as: the entry whose\n`sendAsEmail` matches the account, otherwise the one with `\"isDefault\": true`. An\nempty string means the account has no signature — send without one. Append it\nbelow the body with `--html`, verbatim: never retype, reword, or reformat it, and\nnever add a second copy when the message you are replying to already quotes one.\n\nThis needs no extra permission. `gmail.modify`, which the Google connector already\ngrants, covers `settings.sendAs.list`.\n\n## Message and thread ids\n\nA send returns `id`, `threadId`, and `labelIds`. Those address the next call —\nthreading a reply, labelling what was just sent — and mean nothing to the user.\nNever read one back to them; name the mail by its subject and recipient.\n\n### Passing message ids between commands\n\nWhen extracting a message id from JSON for another API call, use `jq -r`,\nnot `jq` or `jq -c`. Non-raw output keeps the JSON quote characters, so Gmail\nreceives the quotes as part of the id and rejects the request with HTTP 400. An\nid is plain hex, so once extracted it can sit inside the next `--params` JSON\ndirectly; anything free-form (a search query, a subject) goes through\n`jq --arg` instead of being interpolated:\n\n```bash\nmessage_id=$(gws gmail users messages list --params '{\"userId\":\"me\",\"q\":\"is:unread\",\"maxResults\":1}' | jq -r '.messages[0].id')\ngws gmail users messages get --params '{\"userId\":\"me\",\"id\":\"'\"$message_id\"'\",\"format\":\"metadata\"}'\n```\n\n## Reading many messages\n\nEvery `gws` process opens its own connection through the identity gateway and\nlooks up the credential again, so a shell loop that runs one process per message\nspends most of its time on connection setup. A sweep over a few hundred messages\ntakes minutes that way. Start each scan in an empty directory, so nothing from an\nearlier or interrupted scan leaks into this one, and read in bulk:\n\n1. **Headers for a whole query in one process.** `+triage` lists the matches\n   and fetches sender, subject, and date for all of them concurrently, keyed by\n   `id`. It takes any Gmail search, not just `is:unread`, and `--max` goes up to 500. Write each query to its own file with `>`, never `>>`, so a rerun\n   replaces the result instead of appending to it:\n\n```bash\ngws gmail +triage --query 'from:instacart.com newer_than:1y' --max 200 --format json | jq -c '.[]' > hits_instacart.jsonl\ngws gmail +triage --query 'subject:(receipt OR \"order confirmation\") newer_than:1y' --max 200 --format json | jq -c '.[]' > hits_receipts.jsonl\n```\n\n2. **Dedupe across queries before any per-message call.** Overlapping searches\n   return the same message under each of them. Keep each id once, so nothing\n   downstream fetches a message twice:\n\n```bash\njq -rs 'unique_by(.id) | .[].id' hits_*.jsonl > ids.txt\n```\n\n3. **Bodies once each, in parallel, from a script file.** `messages get`\n   returns one message per call, so run the calls concurrently (8 at a time\n   stays inside Gmail's per-user burst limit) and save each body to a file.\n   Later questions are answered with `grep` and `jq` over the files, never by\n   fetching again:\n\n```bash\n# getbody.sh: the full message for the id in $1, saved as bodies/<id>.json\nmkdir -p bodies\ngws gmail users messages get --params '{\"userId\":\"me\",\"id\":\"'\"$1\"'\",\"format\":\"full\"}' | jq -c . > \"bodies/$1.json\"\n```\n\n```bash\nxargs -P 8 -n 1 bash getbody.sh < ids.txt\n```\n\nDo not run `messages get` in a `while read` loop, one message at a time, for\nheaders or for bodies: `+triage` already covers headers, and bodies belong in\nthe parallel script above.\n\n## API Resources\n\n### users\n\n- `getProfile` — Gets the current user's Gmail profile.\n- `stop` — Stop receiving push notifications for the given user mailbox.\n- `watch` — Set up or update a push notification watch on the given user mailbox.\n- `drafts` — Operations on the 'drafts' resource\n- `history` — Operations on the 'history' resource\n- `labels` — Operations on the 'labels' resource\n- `messages` — Operations on the 'messages' resource\n- `settings` — Operations on the 'settings' resource\n- `threads` — Operations on the 'threads' resource\n\n## Discovering Commands\n\nBefore calling any API method, inspect it:\n\n```bash\n# Browse resources and methods\ngws gmail --help\n\n# Inspect a method's required params, types, and defaults\ngws schema gmail.users[.<sub-resource>...].<method>\n```\n\nUse the method schema output to build your `--params` and `--json` flags.\n\n## Available skills\n\n- `_system/gws-gmail-send` gws-gmail-send: Gmail: Send an email.\n- `_system/gws-gmail-draft` gws-gmail-draft: Gmail: Create a draft email — saved, never sent.\n- `_system/gws-gmail-triage` gws-gmail-triage: Gmail: Show unread inbox summary (sender, subject, date).\n- `_system/gws-gmail-reply` gws-gmail-reply: Gmail: Reply to a message (handles threading automatically).\n- `_system/gws-gmail-reply-all` gws-gmail-reply-all: Gmail: Reply-all to a message (handles threading automatically).\n- `_system/gws-gmail-forward` gws-gmail-forward: Gmail: Forward a message to new recipients.\n- `_system/recipe-email-drive-link` recipe-email-drive-link: Share a Google Drive file and email the link with a message to recipients.\n- `_system/recipe-save-email-attachments` recipe-save-email-attachments: Find Gmail messages with attachments and save them to a Google Drive folder.\n- `_system/recipe-draft-email-from-doc` recipe-draft-email-from-doc: Read content from a Google Doc and use it as the body of a Gmail message.\n- `_system/recipe-label-and-archive-emails` recipe-label-and-archive-emails: Apply Gmail labels to matching messages and archive them to keep your inbox clean.\n- `_system/recipe-save-email-to-doc` recipe-save-email-to-doc: Save a Gmail message body into a Google Doc for archival or reference.\n- `_system/recipe-create-vacation-responder` recipe-create-vacation-responder: Enable a Gmail out-of-office auto-reply with a custom message and date range.\n\nIf one clearly applies, load it with the skill tool by its address, then follow its instructions.\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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    "command": "mkdir -p /workspace/subs && cd /workspace/subs && for q in \"subscription renews OR \\\"your subscription\\\" newer_than:1y\" \"subject:(receipt OR invoice OR \\\"payment received\\\" OR \\\"order confirmation\\\") newer_than:1y\" \"\\\"free trial\\\" OR \\\"trial ends\\\" OR \\\"membership\\\" newer_than:1y\"; do :; done; gws gmail +triage --query 'subscription OR membership OR renewal OR \"free trial\" OR receipt OR invoice newer_than:1y' --max 300 --format json | jq -c '.[]' > hits.jsonl; wc -l hits.jsonl",
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    "command": "cd /workspace/subs && gws gmail +triage --query 'newer_than:2y' --max 300 --format json | jq -c '.[]' > all.jsonl; wc -l all.jsonl; head -50 all.jsonl",
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  "result": "3 all.jsonl\n[{\"date\":\"Fri, 04 Sep 2026 16:26:55 GMT\",\"from\":\"Google <no-reply@accounts.google.com>\",\"id\":\"1a06d3eae0aebd8a\",\"subject\":\"Security alert\"}]\n\"newer_than:2y\"\n1\n",
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    "message": "Your Gmail has almost nothing in it (one Google security alert), so there are no receipts or renewal notices for me to audit.\n\nTo find real recurring charges, I'd need to read a statement. Which bank or card should I check? I can set up a sign-in for it, or you can paste a recent statement and I'll flag the recurring items and what's worth cutting."
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  "tool_name": "send_message",
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  "result": "Delivered (confirmed) as 2 messages. Your draft was polished into texting register, so the wording differs from what you wrote; this is exactly what the user sees:\n1) Your Gmail has almost nothing in it, just one Google security alert, so there are no receipts or renewal notices to audit.\n2) I’d need a bank or card statement to find recurring charges. Tell me which one to check, or paste a recent statement and I’ll flag what’s recurring and worth cutting.\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: dd11c364-a82e-4b72-86d3-09cf280454c6",
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