Browse Skills — Page 255

scenario-construction

yogsoth-ai/de-anthropocentric-research-engine

Construct distinct future scenarios spanning key uncertainties for portfolio stress testing.

scenario-driver-identification

yogsoth-ai/de-anthropocentric-research-engine

Identify key uncertainty drivers using PESTEL framework scanning

scenario-impact-assessment

yogsoth-ai/de-anthropocentric-research-engine

Assess each scenario's impact on the research approach across multiple dimensions

scenario-modeling

t0ddc3by/claude-for-customer-success

Builds P10/P50/P90 range forecasts from current pipeline state. Models win rate sensitivity, slip scenarios, and enterprise concentration risk. Produces structured scenario output consumed by annual-planning-workflow for three-scenario UoG capacity modeling. Triggers: 'forecast scenarios', 'P10 P50 P90', 'range forecast', 'what if win rate drops', 'downside scenario', 'upside scenario'.

scenario-narrative-construction

yogsoth-ai/de-anthropocentric-research-engine

Build rich narratives for surviving morphological configurations using Shell method

scenario-planner

datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction

What-if analysis for construction projects: model different scenarios and their cost/schedule/resource impacts. Compare alternatives and optimize decisions.

scenario-planning

yogsoth-ai/de-anthropocentric-research-engine

What might the future look like — construct multiple future scenarios, assess research approach robustness under different assumptions

scenario-sensitivity-generator

openai/plugins

Use when turning a public-equity base case, model, thesis, event, or catalyst into scenario skew, sensitivity, breakpoint, and PM action-threshold analysis. Do not use for first-pass model builds, credit-security valuation, or generic planning.

scenario-stress-testing

yogsoth-ai/de-anthropocentric-research-engine

Construct distinct future scenarios, evaluate portfolio performance under each, and identify vulnerabilities and robustness characteristics.

scenario-synthesis

yogsoth-ai/de-anthropocentric-research-engine

Comprehensive scenario analysis report synthesizing all scenario work

scenario-war-room

alirezarezvani/claude-skills

Use for compound what-if questions ('what if X and Y both happen?') with major downside across functions. Models cascading scenarios with scenario_modeler.py.

scene-assembly

arjun988/blender-skills

Large scene layout in Blender with collections, linking, overrides, streaming-friendly organization, and set assembly via MCP.

scenekit

dpearson2699/swift-ios-skills

Maintain and extend existing SceneKit 3D scenes and visualizations. Use when working with SCNView, SCNScene, SCNNode scene graphs, SceneKit geometry/materials/lights/cameras, SCNAction animation, SCNPhysicsBody physics, SCNParticleSystem effects, .scn/.dae/.abc SceneKit assets, shader modifiers, or SwiftUI SceneView. SceneKit is soft-deprecated and in maintenance mode; route new apps, significant updates, USD/USDZ pipelines, and migration planning toward RealityKit.

sceneview

sceneview/sceneview

Build 3D and AR apps with the SceneView SDK in Jetpack Compose, SwiftUI (iOS/macOS/visionOS via SceneViewSwift), Web (Filament.js), Flutter and React Native. Use whenever the user asks for "3D in Compose", "AR with ARCore in Compose", a model viewer, or any cross-platform 3D/AR app where the dependency is `io.github.sceneview:sceneview` / `io.github.sceneview:arsceneview` / `SceneViewSwift` / `sceneview-web` / `sceneview_flutter` / `@sceneview-sdk/react-native`. Skip for plain ARCore-SDK / Sceneform / Unity / Unreal / RealityKit-without-SceneViewSwift work.

sceneview-ios

sceneview/sceneview

Build 3D and AR apps on Apple platforms (iOS, macOS, visionOS) with SceneViewSwift — the SwiftUI wrapper around RealityKit. Use whenever the user asks for "3D in SwiftUI", "AR with ARKit in SwiftUI", a model viewer for iOS, or any Apple-platform 3D/AR app where the dependency is the `SceneViewSwift` Swift Package from `github.com/sceneview/sceneview`. For Jetpack Compose / Android use the `sceneview` skill instead; for the browser use `sceneview-web`. Skip for plain ARKit-SDK / SceneKit / Unity / Unreal / RealityKit-without-SceneViewSwift work.

sceneview-web

sceneview/sceneview

Build 3D and WebXR (AR/VR) experiences in the browser with SceneView for Web — Filament.js (WebGL2/WASM) wrapped in a Kotlin/JS DSL and a plain-JavaScript API on `window.sceneview`. Use whenever the user asks for "3D in the browser", "a web model viewer", "WebXR AR/VR", or any browser 3D/AR app where the dependency is the `sceneview-web` npm package or its CDN script. For Jetpack Compose use the `sceneview` skill; for SwiftUI use `sceneview-ios`. Skip for raw Three.js / Babylon.js / model-viewer / A-Frame work.

schatten-ki-aufdeckung

Klotzkette/claude-fuer-deutsches-recht

Methoden zur Erkennung und zum Umgang mit verdeckter Chatbot-Nutzung durch Mitarbeitende in Kanzleien: Stilanalyse, Browser-Logs, Mitarbeiterbefragung, freiwillige Selbstauskunft und Einrichtung einer vertraulichen Anlaufstelle.

schedule

vellum-ai/vellum-assistant

Recurring and one-shot scheduling - cron, RRULE, or single fire-at time

Schedule Ads

aaronjmars/aeon

Schedule paid ads across Meta/TikTok/Snapchat/Pinterest/LinkedIn via the AdManage.ai API, driven by a declarative config file. Launches PAUSED by default — never auto-activates live spend.

schedule-compression

datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction

Compress construction schedules using crashing and fast-tracking techniques. Analyze cost-time tradeoffs and find optimal acceleration strategies.

schedule-cost-link

datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction

Link schedule activities to cost items. Create cost-loaded schedules, generate cash flow curves, and track earned value.

schedule-delay-analyzer

datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction

Analyze schedule delays, identify causes, and calculate time impacts using delay analysis methods.

schedule-forecaster

datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction

Predict project completion dates using ML models. Forecast schedule delays based on current progress, historical patterns, and risk factors.

schedule-management

aipoch/medical-research-skills

Local schedule management for adding events, tracking deadlines, generating reminders, and detecting time conflicts when users need offline scheduling with optional popup notifications.

schedule-meeting

anthropics/knowledge-work-plugins

Find a time, draft the invite, and book the meeting on Google Calendar or Outlook - then log it to the CRM as an event on the right account and opportunity. Use when the user says "schedule a follow-up with [contact]", "book the demo with [account]", "find time with [name] next week", "send my Calendly link", or "get the QBR on the calendar".

schedule-plan

kweaver-ai/kweaver-dip

定时计划协议。仅当用户请求创建定时计划、定时任务等自动化安排时生效；包含 ORA 拆解、PLAN.md 持久化、物理搬移归档规则以及任务消息首条指令规范。须与 archive-protocol 技能一并遵守。

schedule-social

indranilbanerjee/digital-marketing-pro

Schedule social media posts. Use when: publishing to Twitter/X, Instagram, LinkedIn, TikTok, YouTube, or Pinterest.

schedule-task

openakita/openakita

Create scheduled task or reminder. IMPORTANT - must actually call this tool to create task. Just saying 'OK I will remind you' does NOT create the task. Task types - (1) reminder for simple messages, (2) task for AI operations.

scheduled-jobs

serac-labs/serac

Create ServiceNow scheduled jobs on sysauto_script — daily/weekly cron patterns, batch processing with time/runtime limits, conditional execution, error notifications, and metrics recording.

scheduler-and-booking-design

rampstackco/claude-skills

Designing meeting schedulers and booking experiences that qualify leads, set up calls well, and convert at higher rates than a generic Calendly link. Availability logic, qualification gating, prep automation, follow-up sequencing. Honest about any-time-friction (no qualification, just a booking link), interrogation-gate (so much qualification it scares users off), and qualified-fast-path (just enough qualification to set up the call well) patterns. Triggers on scheduler design, meeting booking, demo scheduling, sales call scheduling, calendar tool, booking page, qualification flow. Also triggers when sales team complains about cold demos, when booking conversion is poor, or when scheduler is being scoped for the first time.

schedules

vercel-labs/hatchery

Run Python jobs on durable cron or interval schedules from this agent's workspace.

scheduling-basics

BuilderIO/agent-native

Core concepts of the scheduling package — event types, schedules, bookings, hosts, teams, and how they compose.

schema

simota/agent-skills

Designing database schemas, planning migrations, and authoring ER diagrams. Handles normalization, index strategies, and relation definitions. Use when DB schema design is needed.

schema

coreyhaines31/marketingskills

When the user wants to add, fix, or optimize schema markup and structured data on their site. Also use when the user mentions "schema markup," "structured data," "JSON-LD," "rich snippets," "schema.org," "FAQ schema," "product schema," "review schema," "breadcrumb schema," "Google rich results," "knowledge panel," "star ratings in search," or "add structured data." Use this whenever someone wants their pages to show enhanced results in Google. For broader SEO issues, see seo-audit. For AI search optimization, see ai-seo.

schema-design

686f6c61/alfred-dev

Diseñar esquemas de base de datos normalizados con índices y documentación. Activar cuando el usuario quiera diseñar base de datos, crear tablas, definir relaciones, aplicar normalizacion, configurar indices, crear un modelo de datos o generar un ERD.

schema-discovery

microsoft/aitour27-BRK390-building-ai-applications-with-microsoft-databases-and-fabric

>

schema-e2e-validation

terrylica/cc-skills

Earthly E2E validation for YAML schema contracts. TRIGGERS - schema validation, YAML schema, schema contracts, regenerate types.

schema-exploration

langchain-ai/deepagents

Lists tables, describes columns and data types, identifies foreign key relationships, and maps entity relationships in a database. Use when the user asks about database schema, table structure, column types, what tables exist, ERD, foreign keys, or how entities relate.

schema-first-development

beep-effect/beep-effect

>

schema-markup

alirezarezvani/claude-skills

Use for any JSON-LD, schema.org, rich-result or structured-data request, before writing markup. Validates the markup with schema_validator.py against Google's required properties, which catches errors a hand-written block misses.

schema-markup-generator

nowork-studio/NotFair

>

schema-markup-v2

diegosouzapw/awesome-omni-skills

Schema Markup & Structured Data workflow skill. Use this skill when the user needs Design, validate, and optimize schema.org structured data for eligibility, correctness, and measurable SEO impact and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

schema-markup-v3

diegosouzapw/awesome-omni-skills

Schema Markup & Structured Data workflow skill. Use this skill when the user needs Design, validate, and optimize schema.org structured data for eligibility, correctness, and measurable SEO impact and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

schema-model-specialist

beep-effect/beep-effect

>

schema-validation

datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction

JSON/data schema validation for construction data exchange: API payloads, file imports, BIM exports. Ensure data structure compliance before processing.

schema-versioning

TerminalSkills/skills

>-

schema-workflow

jpicklyk/task-orchestrator

>

schemathesis

TerminalSkills/skills

>-

schematic-generator

Agile-V/agile_v_skills

Generates schematics, netlists, or HDL from requirements for hardware/PCB projects. Validates physical constraints. Use when building PCB, HDL, or hardware designs from approved requirements.

schlussformel-bewertung

Klotzkette/claude-fuer-deutsches-recht

Bewertet die Schlussformel eines Arbeitszeugnisses nach Vollständigkeit der drei Elemente: Bedauern über das Ausscheiden, Dank für geleistete Arbeit und Zukunftswünsche. Fehlende Elemente senken die Gesamtnote messbar.

scholar-evaluation

affaan-m/ECC

Structured scholarly-work evaluation for papers, proposals, literature reviews, methods sections, evidence quality, citation support, and research-writing feedback.

schriftform-paragraph-126-bgb-eigenhaendige-unterschrift

Klotzkette/claude-fuer-deutsches-recht

Schriftform § 126 BGB: eigenhändige Namenszeichnung, Urkundeneinheit bei mehrseitigen Verträgen, Blankounterschrift, Faksimile-Stempel, räumliche Lage der Unterschrift unter dem Text — BGH-Linie und Praxis für Vermieter, Makler, Arbeitgeber.

schriftliche-beschlussfassung

Klotzkette/claude-fuer-deutsches-recht

Entwirft Beschlüsse im schriftlichen Verfahren (§ 48 Abs. 2 GmbHG) oder Umlaufbeschlüsse im Hausstil mit Präzedenzsuche im Beschlussarchiv. Bei der AG: Hinweis, dass HV-Beschlüsse Präsenz oder virtuelle HV (§ 118a AktG) erfordern und notariell beurkundet werden (§ 130 AktG); Umlaufverfahren bei AG nur für Aufsichtsrat (§ 108 Abs. 4 AktG) und Vorstand (§ 77 AktG). Behandelt Stimmverbote (§ 47 Abs. 4 GmbHG), Mehrheitserfordernisse und Unterzeichner-Tracking. Lädt bei „Umlaufbeschluss\", „schriftlicher Beschluss\", „Gesellschafterbeschluss\" oder Beschreibung einer zustimmungspflichtigen Maßnahme ohne Versammlung.

schriftsatz-abschnitt

Klotzkette/claude-fuer-deutsches-recht

Entwurf eines Schriftsatzabschnitts im Kanzleistil, konsistent mit der Mandatstheorie – jede Tatsache belegt, jede Norm geprüft, jedes Argument an der Theorie verankert. Verwenden, wenn der Nutzer sagt „Entwurf [Abschnitt]\", „schreib den Klagevortrag\", „Berufungsbegründung zu [Punkt]\" oder einen Ersterst-Entwurf eines Schriftsatzabschnitts benötigt.

schriftsatzkern-substantiierung

Klotzkette/claude-fuer-deutsches-recht

Substantiierter Schriftsatzkern fuer Klage/Widerspruch im Agrarverwaltungs- oder Pachtprozess: Tatsachenvortrag-Geruest, Anspruchsgrundlagen-Kette, Beweisangebote, Hilfsantraege, Replik-/Duplik-Vorausschau.

schulung-fallbesprechung

Klotzkette/claude-fuer-deutsches-recht

Strukturierte Fallbesprechung fuer Schulung Inhouse-Fortbildung Referendariats-AG oder Pruefungs-Vorbereitung Fachanwalt Sozialrecht. Nimmt eine bestehende Akte (Bescheid plus medizinische Unterlagen plus Mandantenangaben) und fuehrt die Teilnehmenden durch fuenf Stationen Fall-Triage Bescheidanalyse Strategiebesprechung Schriftsatzwerkstatt Rollenspiel Mandantengespraech. Pro Station kompetenzbasierte Lernziele Diskussionsfragen typische Stolperfallen und Musterloesung. Eignet sich fuer 90-Minuten Halbtag oder Ganztag. Kompatibel mit der Testakte sozialrecht-rollstuhl-tannenberg in der vier disparate Faelle einer Familie als Trainings-Setting vorliegen.

schulung-legistik

Klotzkette/claude-fuer-deutsches-recht

Trainerleitfaden fuer Legistik-Schulung mit der Schulungsakte elektronisches Pflichtpostfach. Anwendungsfall Referenten oder Mitarbeiter von Verbanden sollen legistische Kernkompetenz in zwei Tagen Inhouse-Schulung oder einer Woche Fortbildung erwerben. Lernziele Auftragsaufnahme Normebenen-Routing Verfassungsrecht- und Europarechts-Quercheck Referentenentwurf Begruendung Synopse XML Folgenabschaetzung. Sechs Stationen mit Lernziel Aufgabe Stolperfallen Musterloesung. Output Trainerleitfaden Aufgabenhefte Musterloesungen je Station. Kompatibel mit Testakte legistik-pflichtpostfach.

schulung-urteilsbauer

Klotzkette/claude-fuer-deutsches-recht

Trainerleitfaden fuer Schulungen zum Plugin urteilsbauer-relationsmacher. Lernziele Stundenplan eine Tagesschulung und zwei Tage Praktische Uebungen anhand der Schulungsakte. Adressaten Proberichter/-innen Assessoren/-innen Rechtspfleger/-innen.

schutzrechts-portfolio

Klotzkette/claude-fuer-deutsches-recht

Verwaltung des IP-Portfolios — Eintragungen, Verlängerungen, Jahresgebühren und Benutzungsnachweise. Lädt bei der Prüfung anstehender Fristen, dem Hinzufügen oder Aktualisieren eines Schutzrechts, der Erfassung einer Amtshandlung oder einer Portfolio-Überprüfung auf Lücken, Verfall und Benutzungsfragen.

schutzschrift-eilverfuegung

Klotzkette/claude-fuer-deutsches-recht

Strukturierte Schutzschrift zur Abwehr drohender einstweiliger Verfuegung. Hinterlegung beim zentralen elektronischen Schutzschriftenregister § 945a ZPO. Aufbau Sachverhalt aus Sicht potenziell Antragsgegner rechtliche Gegenrede zu erwarteten Beanstandungen Glaubhaftmachung mit eidesstattlicher Versicherung Wertangabe Senatsauswahl Gerichts-Wahl. Ziel Antrag mit muendlicher Verhandlung oder Ablehnung des Antrags ohne mundliche Verhandlung. Gueltigkeit sechs Monate § 945a ZPO. Beratungs-Trigger nach Abmahnung Schreiben Verletzungs-Erstkontakt. Strategischer Einsatz bei verschiedenen Gerichten Senatsauswahl.

schwerpunktthemen-identifikation

Klotzkette/claude-fuer-deutsches-recht

Identifiziert drei bis fuenf rechtliche Hauptstreitpunkte des Verfahrens mit Pinpoint-Zitaten aus Schriftsaetzen und ohne Erfolgsprognose. Jeder Streitpunkt wird mit Relevanz fuer den Verfahrensausgang und einschlaegiger Rechtsprechung dargestellt. Normen §§ 139 286 ZPO BGH-Leitsaetze ZPO Beweisrecht.

sci-fi-punk-worlds

arjun988/blender-skills

Sci-fi and punk world art direction for Blender including hard sci-fi, space, cyberpunk, steampunk, dieselpunk, atompunk, solarpunk, biopunk, and clockpunk.

sci-paper-reviewer

aipoch/medical-research-skills

Simulates a strict SCI peer-review workflow; trigger when a user uploads or pastes a manuscript (PDF/DOC/DOCX/TXT) and requests an innovation score (1–12) plus experimental-logic vulnerability checks and revision suggestions.

sciagent-skill-creator

jaechang-hits/SciAgent-Skills

|

science-communication

Tibsfox/gsd-skill-creator

Principles and practices of communicating science to diverse audiences. Covers the CER (claims-evidence-reasoning) framework, lab report structure, peer review, scientific argumentation, audience adaptation, the baloney detection kit for evaluating sources, and the art of making complex ideas accessible without sacrificing accuracy. Use when writing, presenting, evaluating, or teaching science communication at any level.

science-figure-guide

jaechang-hits/SciAgent-Skills

Science (AAAS) figure preparation: resolution (150-300+ DPI), formats (PDF/EPS/TIFF), RGB color, Myriad/Helvetica fonts, strict image manipulation policies including gamma adjustment disclosure.

science-popularization-article

aipoch/medical-research-skills

Generates science popularization articles with titles and outlines based on medical topics and style preferences. Invoke when user needs to create medical/science popular content for public education.

scienceworld-ambiguous-action-resolution

zjunlp/SkillNet

Use when the ScienceWorld environment returns an "Ambiguous request" prompt with a numbered list of identical action options. This skill resolves the disambiguation by selecting the lowest available number (typically 0) to proceed, ensuring task progression when multiple identical object instances exist and the system cannot automatically determine which instance to act upon.

scienceworld-animal-identifier

zjunlp/SkillNet

Use when the agent needs to locate, identify, and focus on a specific animal or biological entity in the ScienceWorld environment. This skill handles tasks involving animal comparison, examination, or interaction (such as determining lifespan extremes) by navigating to the correct location with "teleport to", surveying with "look around", and executing "focus on ANIMAL" with the exact entity name.

scienceworld-circuit-builder

zjunlp/SkillNet

This skill constructs a simple electrical circuit by connecting components like batteries, wires, and light bulbs. Use when the agent needs to test electrical conductivity or create a functional circuit for an experiment. The input is a set of available components, and the output is a fully connected circuit ready for activation.

scienceworld-circuit-connector

zjunlp/SkillNet

This skill connects two electrical components (e.g., wires, batteries, devices) by their terminals to build or modify a circuit. Use when constructing electrical setups for testing, such as conductivity checks or device activation. The input includes two component identifiers and their connection points, and the output is an established electrical connection.

scienceworld-conditional-box-placer

zjunlp/SkillNet

Moves an object to one of two destination containers based on a numeric threshold check. Trigger after a measurement (e.g., temperature) is taken. Place object in 'green' box if value > threshold, or 'blue' box if value < threshold.

scienceworld-conditional-focus-executor

zjunlp/SkillNet

Executes a 'focus on OBJ' action on a specific object based on the outcome of a prior conditional evaluation. Use when you have a measurement result and task instructions specify focusing on different objects (e.g., colored boxes) depending on whether the result meets a threshold.

scienceworld-conditional-placer

zjunlp/SkillNet

Places an object into one of several designated containers based on a measured condition, such as a temperature threshold. Use this skill when you have completed a measurement or assessment and the task requires sorting or storing the object into one of multiple containers according to a rule (e.g., "if temperature > X, place in container A; otherwise container B").

scienceworld-conductivity-tester

zjunlp/SkillNet

Determines if an object is electrically conductive by integrating it into a circuit and observing a light bulb. Triggered when classifying an object based on conductivity.

scienceworld-container-inspector

zjunlp/SkillNet

Inspects the contents of a container or device using the 'look at' action. Use this skill when you need to verify what is inside a container (e.g., checking if lead is in the blast furnace), monitor the state of contents (e.g., solid vs. liquid phase changes), or confirm that a placement or process step succeeded. Returns a detailed list of contents and their states for process monitoring.

scienceworld-container-item-retriever

zjunlp/SkillNet

This skill retrieves a specified item from a container by using the 'pick up' action. It should be triggered when the agent has identified a needed item inside an open container (e.g., a jar, box, or hive) and must transfer it to inventory for later use. The skill handles the object transfer, assuming the container is already accessible, and outputs confirmation that the item is now in the agent's inventory.

scienceworld-container-relocator

zjunlp/SkillNet

Moves an object from inventory to a specified container in a target room. Use when the task requires placing an item into a particular receptacle (e.g., 'move it to the orange box').

scienceworld-container-transfer

zjunlp/SkillNet

Moves a substance or object from one container to another (e.g., moving lead to a metal pot). Use this skill when you need to prepare materials for processing, such as transferring a substance into a heat-resistant container before heating, or reorganizing materials between vessels for mixing or measurement.

scienceworld-device-activator

zjunlp/SkillNet

Activates a device (e.g., blast furnace, stove) to initiate a process like heating. Use this skill when you have placed materials inside a device and need to start its operation. Takes a device name as input and outputs a confirmation of activation, enabling tasks that require energy input or material processing to progress.

scienceworld-environment-isolation

zjunlp/SkillNet

Use when you need to isolate a space (like a greenhouse) by closing doors or openings to create a contained environment. Trigger before starting pollination, temperature-sensitive experiments, or other environmental-sensitive tasks that require controlled conditions. Modifies room connectivity to optimize conditions for specific processes.

scienceworld-environment-scanner

zjunlp/SkillNet

This skill performs an initial observation of the current location to identify available objects, containers, and connections to other rooms. Use this when starting a new task in ScienceWorld to gather situational awareness, especially when the agent needs to understand its surroundings before taking action. It outputs a detailed room description, listing visible items and accessible doors.

scienceworld-growth-focuser

zjunlp/SkillNet

Use when you have planted a seed or need to track a plant's growth stage (sprouting, flowering, reproduction). Applies the 'focus on' action to a specific plant or biological entity to signal intent and monitor its development. Trigger after planting or when you need to observe life cycle progression in the ScienceWorld environment.

scienceworld-heating-apparatus-setup

zjunlp/SkillNet

This skill positions a container with a substance onto a heating device (stove, oven) and activates the device. It should be triggered when a task requires melting, boiling, or heating a substance. The skill moves the prepared container to the heating element and turns it on.

scienceworld-instruction-reader

zjunlp/SkillNet

Reads a recipe or note from the inventory using the 'read' action and extracts key information. Use this skill when you have acquired a recipe, note, or readable document in your inventory and need to extract explicit instructions, ingredient lists, or procedural steps before executing a task.

scienceworld-inventory-focus

zjunlp/SkillNet

Use when the agent needs to confirm and prepare a specific inventory item before using it in an experiment or task step. This "focus on [ITEM] in inventory" action verifies the correct item has been collected and signals intent, ensuring operational readiness for subsequent actions like measurement, combination, or placement.

scienceworld-inventory-manager

zjunlp/SkillNet

Handles picking up objects from the environment into the agent's inventory or moving them out to containers. Use this skill when you need to acquire an object for later use (pick up) or place an object into a specific container as part of a task requirement (move). Takes an object name and location as input and confirms the transfer to or from inventory.

scienceworld-item-fetcher

zjunlp/SkillNet

Picks up a specified object from the environment and moves it into the agent's inventory. Use this skill when you identify a required tool or material (e.g., thermometer, metal pot) that needs to be collected for later use in an experiment or task. Takes an object name as input and confirms the item's transfer to inventory.

scienceworld-liquid-filler

zjunlp/SkillNet

This skill fills a container with liquid from a source by first placing the container at the source, then activating the source (e.g., turning on a sink), and finally deactivating it. It should be triggered when the agent has an empty or partially filled container and needs to add a liquid component. The skill results in the container containing the liquid, ready for mixing or further use.

scienceworld-liquid-pourer

zjunlp/SkillNet

Transfers the contents of a source liquid container into a target container for mixing or preparation. Use this skill when you need to combine multiple substances (such as paints or chemicals) into a single vessel, or when a liquid must be moved from one container to another before processing.

scienceworld-liquid-source-finder

zjunlp/SkillNet

This skill searches rooms for a liquid source (e.g., sink, toilet, jug) by sequentially surveying different locations. It should be triggered when the task requires obtaining a liquid (like water) and the agent does not have immediate access to it. The skill involves teleporting to candidate rooms, looking around, and identifying potential sources, guiding the agent toward the nearest available liquid.

scienceworld-living-entity-identifier

zjunlp/SkillNet

Analyzes room observations to identify potential living things (e.g., eggs, plants, animals) among listed objects. Use this skill when a task involves finding, focusing on, or interacting with a living thing, biological entity, or organism. Processes observation text, flags candidate living items based on domain knowledge, and outputs a focused target for subsequent actions like focus on or pick up.

scienceworld-material-classifier

zjunlp/SkillNet

This skill makes a determination about a material's property (e.g., conductivity) based on environmental cues or domain knowledge when direct testing fails. Trigger it when experimental actions are invalid or unavailable, requiring a logical inference. It uses observed object properties and common-sense reasoning to classify the material and decide its final disposition.

scienceworld-measurement-taker

zjunlp/SkillNet

Use when the agent needs to measure a quantitative property (temperature, weight, pH) of a target object or substance using a measurement tool. This skill covers acquiring the tool, preparing both tool and target with focus actions, executing the measurement via "use [TOOL] on [TARGET]", and interpreting the resulting value for conditional decisions such as classification or placement.

scienceworld-mixture-creator

zjunlp/SkillNet

This skill chemically mixes the contents of a container using the 'mix' action. Use when all required ingredients (e.g., sodium chloride and water) are present inside a container and the agent needs to combine them to produce a new substance. The skill performs the mixing operation and outputs the resulting product, completing the synthesis step of the task.

scienceworld-object-classifier

zjunlp/SkillNet

Moves a tested or examined object into a designated container (e.g., a specific colored box) based on a determined property. Use when you have completed a test or inspection and need to fulfill a classification or sorting subtask. It takes the object and target container as inputs and performs the move action.

scienceworld-object-focuser

zjunlp/SkillNet

This skill selects and focuses on a specific object to signal task intent or prepare it for manipulation. Use when you have identified a target object that meets task criteria (e.g., a living thing) and need to formally select it before performing actions like moving or using the object in ScienceWorld tasks. The skill uses the 'focus on OBJ' action, taking the object name as input.

scienceworld-object-locator

zjunlp/SkillNet

Searches for a specific target object across multiple rooms by systematically teleporting to likely locations and examining each room. Use this skill when you need to find an object whose exact location is unknown. Iterates through candidate rooms using teleport and look around, checks for the object, and continues until found, returning the object's location.

scienceworld-object-placer

zjunlp/SkillNet

Moves a specified object from the environment or inventory into a target container based on a classification decision. Use this skill when a task requires sorting or storing an object in a specific location after an assessment (e.g., placing a conductive object in the blue box or a non-conductive object in the orange box).

scienceworld-object-retriever

zjunlp/SkillNet

Acquires a specified object by moving it from the environment into the agent's inventory using 'pick up OBJ'. Use this skill when a task requires an object to be manipulated, tested, or transported and it is not yet in your inventory. Makes the object available for further actions like testing, measuring, or placing.