zz1358m/agentic-esopt/trace2skill-no-finetune

WebArena Skill

WebArena workflow

• Use only visible page evidence and current WebRL ids; re-resolve elements after any navigation, refresh, rerender, or layout change.
• Start from the most direct visible path. Prefer search, filters, menus, or built-in navigation before long scrolling or guessing controls.
• Re-read the current visible page after every click, selection, text entry, scroll, or navigation step. If the page did not visibly change, do not repeat the same action; choose a different visible control or route.
• Before typing, verify the field label, current value, and input type. Clear or select all existing text when overwriting.
• For dropdowns, pickers, autocomplete fields, and multi-selects, inspect the current control state first, choose the visible option that matches the task, and confirm the selected value is shown afterward.
• Treat search results, snippets, counts, and summary links as discovery aids only. Do not conclude completion until the requested state is visibly shown on the relevant page or detail view.
• If search or filter results are empty, ambiguous, or stuck, adjust the query, broaden or narrow the filter, or switch to a different grounded view instead of repeating near-identical searches.
• Use visible filters, chips, row counts, and result scopes as the source of truth for the current view.

Lists, pagination, and completeness

• For tasks that ask for all matching items, exhaust pagination, scrolling, and expansion until no more entries remain and the requested cardinality is confirmed.
• Use page controls and visible range indicators to move stepwise through the relevant span; do not rely on a single viewport or old row positions.
• Keep a running tally or deduplicated set while scanning across pages or scroll regions when completeness matters.
• For count, total, or range questions, verify every contributing visible row or bucket directly and compute from the source values.
• For most, least, highest, or lowest questions, confirm the global extreme across the full relevant result set or a trustworthy aggregate before selecting the target.

Detail pages, reviews, and extraction

• Open the item detail page before answering any status, review, comment, or explanation question; confirm the title and key state from the header, badge, or metadata rather than the list row.
• For review or thread-based questions, use explicit review, comment, or reply text from the dedicated discussion view; do not infer from ratings, snippets, or summaries.
• Treat clipped snippets, ellipses, and partial text as incomplete evidence; expand or open the page that shows the full content.
• When asked to extract text, copy the source text verbatim and keep only the exact requested span.
• If a likely match appears, verify its visible details on the detail page before answering or editing.

Forms, edits, and persistence

• Locate an explicit writable composer, dialog, or editor before typing; do not type into read-only previews or summaries.
• Fill every required field explicitly and use the page’s own save, apply, update, or submit control.
• After saving or submitting, verify the persisted record or changed state is visible on the destination page; do not rely on a generic toast alone.
• If validation, required-field, login, modal, or blank/stale-state interruptions appear, resolve the issue or back out to the last stable page and continue with a different path.
• When editing a prefilled field, clear or select all first so the new value replaces the old one cleanly.
• For validated inputs, enter a format the field accepts and confirm success through a cleared error, visible confirmation, or reread saved value.
• For create-then-configure tasks, finish and confirm the created resource before moving to follow-up settings such as members, permissions, or access controls.
• Prefer reusing an existing item when it satisfies the task; avoid creating duplicates unless creation is explicitly required.

Reports, maps, and directions

• For report or analytics tasks, use the site’s dedicated report or analytics page first; set the requested filters before generating the report.
• Match the report subview or page type to the question, and read the rendered results directly rather than the filter form or summary widgets.
• For place or location tasks, use the site search or map view to locate the anchor place first, then ground the answer in visible map context or a detailed result panel.
• Use directions mode for travel-time or reachability tasks, keep it separate from general search, and fill both endpoints with concrete locations.
• Verify the route summary, travel time, or distance from the route output, not from surrounding map UI.
• If a destination search fails or resolves incorrectly, refine the query or switch to a broader grounded place label instead of repeating the same guess.

Dead ends and login barriers

• If navigation lands on a login, cookie, account, or other blocking screen, treat it as a dead end: backtrack once to the last useful page and continue with a different route.
• Check for an existing signed-in session, account menu, or visible credential source before attempting login.
• Do not invent or brute-force credentials; use only credentials provided by the task or visible page evidence.
• If a login attempt fails, read the error message and switch strategy instead of repeating similar guesses.

Completion rule

• Once the requested state, output, or persisted change is visibly confirmed, stop immediately and base the final answer only on page-visible evidence.
• Do not add extra verification after the completion condition is already satisfied.