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Plan protein characterization experiments with Adaptyv's cloud laboratory, estimate costs, submit sequences, track progress, and retrieve measured results. Supports binding, thermal stability, expression, fluorescence, and enzyme activity workflows through the API and Python SDK.

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• Plan binding screens for candidate protein sequences
• Estimate experiment costs before submission
• Track laboratory progress and retrieve results

How to use the Adaptyv Bio Foundry API and Python SDK for protein experiment design, submission, and results retrieval. Use this skill whenever the user mentions Adaptyv, Foundry API, protein binding assays, protein screening experiments, BLI/SPR assays, thermostability assays, or wants to submit protein sequences for experimental characterization. Also trigger when code imports `adaptyv`, `adaptyv_sdk`, or `FoundryClient`, or references `foundry-api-public.adaptyvbio.com`.

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How to use the Adaptyv Bio Foundry API and Python SDK for protein experiment design, submission, and results retrieval. Use this skill whenever the user mentions Adaptyv, Foundry API, protein binding assays, protein screening experiments, BLI/SPR assays, thermostability assays, or wants to submit protein sequences for experimental characterization. Also trigger when code imports `adaptyv`, `adaptyv_sdk`, or `FoundryClient`, or references `foundry-api-public.adaptyvbio.com`.

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How to use the Adaptyv Bio Foundry API and Python SDK for protein experiment design, submission, and results retrieval. Use this skill whenever the user mentions Adaptyv, Foundry API, protein binding assays, protein screening experiments, BLI/SPR assays, thermostability assays, or wants to submit protein sequences for experimental characterization. Also trigger when code imports `adaptyv`, `adaptyv_sdk`, or `FoundryClient`, or references `foundry-api-public.adaptyvbio.com`.

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Use persistent virtual terminal sessions to keep directories and environment variables across commands, interact with Python or database consoles, and answer prompts. The skill explains sending input, reading responses, detecting prompts, and closing sessions when finished.

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• Keep directories and environment variables across commands
• Run a sequence of commands in an interactive Python console
• Interact with mysql or psql consoles

Diagnose unexpected terminal-tools results, including empty output, missing exit codes, expired output handles, and busy sessions. Use returned status fields to distinguish ongoing work, output limits, shell behavior, and failures, then choose a recovery step.

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• Investigate empty or truncated command output
• Interpret missing exit codes and conflicting status fields
• Resolve job limits and busy terminal sessions

Fix misleading Flutter/Dart test failures where expected data is empty ([]) or default values instead of the mocked response, caused by stale Mockito generated mocks or missing stubs being silently swallowed by try/catch in provider/repository code. Use when: (1) Test expects non-empty data but gets [], (2) Mock stubs for a method are set up but the code under test returns fallback/empty results, (3) A PR added new methods to a service class and tests that previously passed now fail with misleading "expected X, actual: empty" assertions, (4) "Generated files are out of date" CI error alongside test failures. The root cause is MissingStubError thrown by unstubbed mock methods, caught by production try/catch blocks, causing silent fallback to empty state.

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Find empty links, unlabeled icon links, and broken destinations. Add descriptive text or labels that screen readers can announce, and fix or remove broken links so users can understand where each link leads.

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• Finding empty links across a page
• Adding destination labels to icon links
• Reviewing and fixing broken link destinations

Write and review interface text, including button labels, error messages, empty screens, and onboarding instructions. Get recommended wording, alternatives, and explanations tailored to the user's situation, tone, and character limits.

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• Choosing clear button labels
• Rewriting error messages with recovery steps
• Guiding users through empty screens

Write and review interface text, including button labels, error messages, empty screens, and onboarding instructions. Get recommended wording, alternatives, and explanations tailored to the user's situation, tone, and character limits.

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• Choosing clear button labels
• Rewriting error messages with recovery steps
• Guiding users through empty screens

Design and improve welcome flows, empty screens, and guided tours that help new users complete their first useful task. Includes contextual hints, optional guidance, completion tracking, and ways to assess whether users understand what to do next.

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• Improve the experience for first-time users
• Guide users from empty screens to their first action
• Design guided tours for complex interfaces

Find empty headings or headings containing only whitespace in rendered web pages. Guide fixes by adding descriptive text or removing unnecessary heading tags, helping screen reader users navigate a meaningful document structure.

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• Find empty headings in web pages
• Review components that use headings only for styling
• Check heading navigation with a screen reader

Use GitNexus to inspect which conditions control a statement and how variable values flow within a function. Understand early exits, investigate empty query results, and guide changes to the tool’s control and data dependency queries.

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• Check which conditions control a statement
• Trace a variable within a function
• Investigate empty pdg_query results

Improve the experience after signup so new users reach their first useful result sooner. The skill reviews setup steps, checklists, empty screens, and follow-up messages, then proposes prioritized changes and metrics for measuring activation and retention.

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• Find where new users drop out after signup
• Redesign initial setup and onboarding checklists
• Write guidance for empty screens and tooltips

Query documents and conversations stored in cognee to retrieve answers, supporting passages, or context for an AI model. This skill guides search method selection, source filtering, result interpretation, and troubleshooting empty or unexpected results.

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• Searching selected datasets or conversation sessions
• Retrieving supporting passages or model context
• Choosing a search method for a question

Collect public posts across a blog, newsletter, or feed archive and save clean Markdown pages for each article. The workflow avoids duplicates, supports resumed runs, repairs empty results, and hands articles to a separate enrichment skill.

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• Importing a blog's public article archive
• Organizing public newsletter posts as knowledge pages
• Rerunning a feed import without duplicates

Create or modify Handsontable cell validators, functions that check whether input values are valid. Covers empty values, asynchronous callbacks that return validation results, access to cell settings, validator registration, and pitfalls involving dropdown behavior and corrected values.

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• Creating a custom cell validation rule
• Reviewing empty values and asynchronous validation
• Checking dropdown validation in never-selected cells

Run repeatable, read-only checks on an Obsidian wiki to find broken or ambiguous links, isolated pages, missing metadata, empty sections, outdated index entries, and source-record issues. Review findings with paths, line numbers, and counts.

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• Finding broken links and isolated pages
• Auditing note metadata and source records
• Reviewing empty sections and outdated index entries

Write and review interface text, including button labels, errors, empty states, and confirmations. Match the product's established vocabulary and tone, explain actions clearly, and give people a useful next step when something goes wrong.

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• Unifying terminology across labels and notifications
• Rewriting errors to explain how to recover
• Writing empty states with a clear next action

Create SVG illustrations centered on one physical object, with white faces, teal sides, dark outlines, and hard shadows. Use this consistent, people-free style for onboarding steps, empty states, feature cards, and product imagery.

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• Object illustrations for empty states
• Artwork for onboarding steps
• Cards explaining product features

Draw SVG illustrations of collaboration, commuting, and focused work using black lines and halftone dots, small dots that create shading. Produce monochrome artwork with hand-drawn contours for onboarding screens, empty states, blog headers, and marketing cards.

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• Illustrating collaboration or review scenes
• Creating monochrome onboarding illustrations
• Drawing artwork for empty states or 404 pages

Create original SVG illustrations with expressive cartoon characters, bold ink outlines, and a prominent prop. Use the transparent artwork for onboarding, empty states, success screens, blog headers, or marketing cards, with checks for consistent styling and believable hands.

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• Illustrations for onboarding screens
• Character artwork for empty states and error pages
• Celebratory illustrations for success screens

Build React interfaces that clearly handle loading, errors, empty results, and submissions. Use examples and checklists to keep existing data visible during refetching, offer retry actions, and disable buttons while asynchronous operations are running.

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• Keeping existing data visible during refetching
• Adding visible errors and retry actions
• Showing guidance when lists or search results are empty

Read before a js eval cell that installs a package, spawns a server or PTY, or starts a long run, and before any bun -e, script, server, CLI, test, bundle, or package-management work: this session's eval js kernel runs Bun 1.4+ (this skill is present only when it does). Bun 1.4 ships builtins that replace 15+ npm deps — check here BEFORE installing sharp, puppeteer/playwright (scraping), marked, node-cron, node-pty, concurrently, serve-static, tar, json5, fast-xml-parser, string-width. Triggers: eval js, bun, Bun.serve, bun test, bun build, bun install, bun run, image resize, headless browser, markdown render, cron, PTY.

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