Trainerfu's coaching work connects training plans, activity and client conversations.
Scored across 29 tools
The 19 browser primitives are individually well-differentiated by action (click, type, fill_form, select, scroll, find, read, screenshot, evaluate), with descriptions that clarify when to prefer one over another. The main ambiguity is between cotlet_app_guide and the three trainerfu_* tools, since the guide explicitly states it already covers 'View client list, Review client diary, Review client assessments' — the exact scope of the trainerfu_* trio, making them look redundant.
Every tool is snake_case with a predictable domain prefix (cotlet_, cotlet_browser_, trainerfu_) followed by a verb_noun phrase such as browser_fill_form, browser_navigate, trainerfu_view_client_list. Prefixes map cleanly to tool families, and the browser primitives use a single consistent grammatical form.
29 tools is on the heavy side. The 19 browser primitives are defensible for a general browser-automation surface, but the 7 account/meta tools (balance, whoami, apps, get_call, report_issue, upload_file, app_guide) plus three nearly identical trainerfu_* wrappers push the set beyond what the scope needs.
The browser surface is close to complete for its domain: navigation, reading, forms, drag/hover, downloads and uploads, tabs, waits and JS extraction are all covered, so any web-app workflow is reachable. Trainerfu-specific coverage is thin — three read-only guide actions with no create/update operations — but the browser tools are the intended escape hatch for everything else.
How to work in an app by clicking in the user's Cloud Browser with Cotlet's browser tools: which browser to use for this workspace and the sign-in link, the method step by step, the app's screens, menus and actions, notes, and the app's dedicated tools when Cotlet has them. Call it before the first browser step in an app. Works for any web app; one outside Cotlet's catalog gets the general method. Free, no browser session. For Trainerfu it covers these actions: View client list, Review client diary, Review client assessments.
Inputs: app, task.
The apps of the user's workspace and whether each works now: the app account in the user's Cloud Browser (connected, signed out, signed in but not connected), and the one step the user has to take, with the console link. Free. Needs the user's Cotlet API key or sign-in.
Inputs: app.
The user's current credit balance. Free. Needs the user's Cotlet API key or sign-in.
Inputs: no named parameters.
Clicks element element, or point x, y of the screenshot; double double-clicks, button: right right-clicks. Answers the page after it: the elements and text in view, with the same numbers. Says when nothing changed. A link that would open a new tab opens in this one. Buttons that pay or buy, and sign-in and account pages, are refused.
Inputs: x, y, app, button, +4 more.
Ends the browser session when the task is done: the browser keeps its cookies and sleeps, and the per-minute charge stops. Answers the session's minutes and credits.
Inputs: app.
Gets the file that clicking element (a download link or button) or opening url starts, also an image or PDF it only opens: answers its name, type, size and a link valid 15 minutes; CSV, JSON and other text files also as text.
Inputs: app, url, element.
Drags from one element or point to another: a card between columns, a piece on a board, a slider's handle. Answers the page after it: the elements and text in view, with the same numbers.
Inputs: to (required), from (required), app, dialog, +1 more.
Runs a JavaScript function body on the page and answers what it returns, as JSON. Use it to extract data the page holds (a table, a list, attributes); act with the other tools. It cannot send requests, click, submit, or read cookies or storage; a filled field's value reads [hidden by Cotlet]. Example: return [...document.querySelectorAll('h2')].map(h => h.innerText)
Inputs: script (required), app.
Fills several fields in one step: text fields take text, drop-downs an option's label, checkboxes, radios and switches true or false. Stops at the first field that fails and names those filled. Does not send the form: click its button after. Answers the page after it: the elements and text in view, with the same numbers.
Inputs: fields (required), app, dialog, dialog_text.
Finds text on the whole current page, frames included: the elements whose label holds it, with their numbers, and each line of text that holds it. Use it instead of reading or scrolling a long page for one thing.
Inputs: text (required), app, kind.
Rests the pointer on an element or a point, to open a hover menu, a tooltip or a preview. Answers the page after it: the elements and text in view, with the same numbers.
Inputs: x, y, app, element.
Starts the user's Cloud Browser (a real Chrome on Cotlet, where the user is signed in to their sites) and opens url. Call it first. The URL goes to the site's open tab, else to a new tab, so the user's own tabs stay. Answers the page after it: the elements and text in view, with the same numbers. In Trainerfu it serves these actions: View client list, Review client diary, Review client assessments.
Inputs: app, url.
Presses a key on the focused element: Enter to send, Tab to the next field, Escape to close a pop-up, arrows in a list or slider, or one character (a site's shortcut). Answers the page after it: the elements and text in view, with the same numbers.
Inputs: key (required), app, dialog, repeat, +1 more.
The whole current page: its text (up to 20,000 characters) and a numbered list of its links, buttons, fields and other controls, open dialogs first. Use it on a new page or when a step's answer is not enough; element reads only inside one element (a dialog, a form, a list). Never returns field values, cookies or storage.
Inputs: app, element.
A JPEG of the visible part of the page. Use it for boards, canvases, maps, charts and layout that the text does not show, then click or drag by x, y of the image.
Inputs: app.
Scrolls with the mouse wheel: down or up by screens, to top or bottom, until element is in view, or inside a panel or list (inside). Content that loads on scroll appears. Answers the page after it: the elements and text in view, with the same numbers.
Inputs: app, inside, element, screens, +1 more.
Chooses option (its label as listed, or its value) in drop-down element. For a home-made drop-down, click it, then click the option. Answers the page after it: the elements and text in view, with the same numbers.
Inputs: option (required), element (required), app, dialog, +1 more.
The tabs of the user's web browser, where they keep their signed-in sites open. list (default) answers each tab's id, URL and title and which is shown; switch with tab shows that tab, and every later step acts on it; new with url opens a tab (at most 8); close with tab closes it. Work in the tab of the site the task is about and close only the tabs you opened.
Inputs: tab, url, action.
Types text into field element, replacing what it held; submit presses Enter after it. For several fields use fill_form. Without element the text goes where the focus is, as a person types after clicking: for spreadsheet cells and editors that read does not number (Google Sheets, Docs), click the place first; there a tab in text presses Tab and a line break Enter, so one call fills a table. Answers the page after it: the elements and text in view, with the same numbers. Password, card and one-time code fields are refused: the user types them.
Inputs: text (required), app, dialog, slowly, +3 more.
Puts files into file field or upload button element: each file is {"url": "https://..."} or {"file_id": "..."} of a file uploaded to Cotlet; up to 10 files, 20 MB each. Answers the page after it: the elements and text in view, with the same numbers.
Inputs: files (required), element (required), app.
Waits until text shows on the page (at most seconds, default 5, up to 20), or just seconds: for results that load slowly. Says whether the text appeared. Answers the page after it: the elements and text in view, with the same numbers.
Inputs: app, text, seconds.
Status of an earlier Cotlet call, by its call_id: pending (waits for the owner's approval in the Cotlet console), approved, running, success, rejected, expired, blocked or failed. For a call that answered with status pending or running.
Inputs: call_id (required).
Sends a report to the Cotlet team: a tool that failed or returned wrong data, an error you could not get past, or a step the browser could not do, with the page, the step and what you saw. A missing dedicated tool is not a problem to report: do the task in the browser. A feature the user asks for goes as feature_request. A report promises nothing: tell the user it was sent, never that something will be built or fixed, or when. The report carries the error text and call_id when there is one, never passwords or tokens. Needs the user's Cotlet API key or sign-in.
Inputs: kind (required), title (required), description (required), app, +3 more.
Returns a one-time upload_url and a file_id for a local file (an image for a post, an attachment). The file is sent to upload_url with an HTTP PUT; an argument that takes a file accepts {"file_id": "..."}. Up to 25 MB, the URL works once. Free. Needs the user's Cotlet API key or sign-in.
Inputs: name, content_type.
The Cotlet account this connection acts as: email, workspace, access status, the API key or OAuth client in use with its scope, the apps the workspace may call and its credit balance. Free. Needs the user's Cotlet API key or sign-in.
Inputs: no named parameters.
Review client assessments in the user's own Trainerfu account from ChatGPT, Claude or any AI agent. Returns how to do it in Trainerfu step by step (screens, buttons, fields) and opens nothing by itself; then do it with the cotlet_browser_* tools in the user's Trainerfu Cloud Browser. Trainerfu's official API: Trainerfu does not publish a general-purpose API reference or API-key setup in the vendor sources checked on 12 November 2026.
Inputs: no named parameters.
Review client diary in the user's own Trainerfu account from ChatGPT, Claude or any AI agent. Returns how to do it in Trainerfu step by step (screens, buttons, fields) and opens nothing by itself; then do it with the cotlet_browser_* tools in the user's Trainerfu Cloud Browser. Trainerfu's official API: Trainerfu does not publish a general-purpose API reference or API-key setup in the vendor sources checked on 12 November 2026.
Inputs: no named parameters.
View client list in the user's own Trainerfu account from ChatGPT, Claude or any AI agent. Returns how to do it in Trainerfu step by step (screens, buttons, fields) and opens nothing by itself; then do it with the cotlet_browser_* tools in the user's Trainerfu Cloud Browser. Trainerfu's official API: Trainerfu does not publish a general-purpose API reference or API-key setup in the vendor sources checked on 12 November 2026.
Inputs: no named parameters.
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