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.
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…
Executes timed waiting using 'wait' or 'wait1' actions to advance the simulation clock. Use when a time-dependent process like plant growth, chemical reaction, or mechanical cycle…
Moves a tested or examined object into a designated container (e.g., a specific colored box) based on a determined property.
Places an object into a designated container (like a colored box) based on a test outcome. It should be triggered when the agent needs to finalize a task by storing an object…
Teleports the agent to a specified room within the ScienceWorld environment. Use when the agent needs to move between different locations to locate objects or access specific…
Use when you need to transfer a target substance into an appropriate container for processing (e.g., a pot for heating, a beaker for mixing).
Analyzes room observations to identify objects matching a given target description (e.g., 'living thing').
Analyzes user instructions in ScienceWorld environments to extract specific task requirements and constraints.
Biological data toolkit. Sequence analysis, alignments, phylogenetic trees, diversity metrics (alpha/beta, UniFrac), ordination (PCoA), PERMANOVA, FASTA/Newick I/O, for m — from…
Biological data toolkit. Sequence analysis, alignments, phylogenetic trees, diversity metrics (alpha/beta, UniFrac), ordination (PCoA), PERMANOVA, FASTA/Newick I/O, for m — from…
Time-to-event modeling with scikit-survival: Cox PH (elastic net), Random Survival Forests, Boosting, SVMs for censored data.
Use when designing or reviewing SCIM-based user lifecycle provisioning into Salesforce from Okta, Azure AD / Entra, or another IdP — create/update/deactivate,…
Orchestrate parallel scientist agents for comprehensive analysis with AUTO mode — from Yeachan-Heo/oh-my-claudecode
Access Scite.ai Smart Citations to classify how a paper is cited (supporting, contrasting, mentioning) and assess scientific claims; use it when you need to evaluate a paper’s…
Text-to-speech with multiple backends (ElevenLabs, LuxTTS, gTTS, pyttsx3), smart local/relay routing, and MCP tools.
AI's camera — screen capture optimized for WSL/Windows. `capture(monitor=0)` grabs a single screenshot; `monitor(interval=10, duration=300)` runs a continuous capture loop.
Hash-based reproducibility verification for scientific pipelines. Use when verifying session runs, tracing provenance chains, auditing full DAGs, registering manuscript claims, or…
Configuration primitives for the SciTeX ecosystem — `PriorityConfig` (direct → yaml → env → default cascade for resolving any tunable), `ScitexConfig`+`get_config()` (YAML-based…
Small cv2-based image utilities. I/O (load/save/color-convert), transform (resize/rotate/flip/crop/pad), filters (blur/sharpen/edge/threshold/denoise), draw…
Datetime helpers — `linspace(start, end, n)` for evenly-spaced datetime arrays, `normalize_timestamp(s)` for canonical strings, `to_datetime(any)` for permissive parsing,…
Shared developer utilities for the SciTeX ecosystem — ecosystem management, version checking, bulk rename, docs aggregation, Result types, and HPC test runner.
Compatibility shim for the deprecated `scitex.gen` namespace. Most functions have moved to topical packages (`ci → scitex-stats.descriptive.ci`, `check_host/is_host/verify_host →…
Programmatic git operations — `clone_repo`, `git_init`, `git_commit`, `git_add_all`, `git_branch_rename`, `git_checkout_new_branch`, `find_parent_git`, `init_git_repo`,…
Universal file I/O supporting 30+ formats (CSV, NumPy, pickle, YAML, JSON, HDF5, images, figures, etc.). Use when loading or saving data files in scientific workflows.
Small linear-algebra helpers — `cdist`, `edist`, `euclidean_distance`, `cosine`, `nannorm`, `rebase_a_vec`, `three_line_lengths_to_coords`, `geometric_median` (optional torch).
Host-check helpers + safe file move. `check_host(name)` raises if not on the named machine; `is_host(name)` is the boolean version; `verify_host(...)` emits a warning.
pandas helpers extracted from the SciTeX ecosystem. `force_df(x)` coerces anything (Series, dict, list-of-dicts, ndarray) into a `DataFrame` with sensible column names.
Thin namespace alias — `import scitex_plt` resolves to the `figrecipe` package via `sys.modules` aliasing. `scitex_plt is figrecipe` is identity-equal.
Vanilla TS workspace shell framework + React app components for SciTeX apps. Use when building or customizing SciTeX workspace UIs, integrating shell panels, or using frontend…
Scoop.it integration. Manage data, records, and automate workflows. Use when the user wants to interact with Scoop.it data.
Use when a JIRA ticket's scope or assumptions should be questioned before estimation — when requirements feel over-engineered, under-specified, or worth challenging.
Scope management for legal matters — baseline capture, in-flight change control, OOS documentation, and scope retrospective.
Gelen change request'i (kapsam değişikliği talebi) değerlendirir. Etki analizi, kaynak ihtiyacı, takvim ve bütçe etkisi, alternatif seçenekler ve sponsor onay tavsiyesi üretir.
Mid-task scope mirror. Use when the user says "scope check", "am I scope creeping", "how big has this gotten", "check the scope", or asks about the size of current work.
Detects scope creep signals across active consulting engagements — requests that go beyond the agreed statement of work, informal additions accepted without change orders, and…
Limit an agent's blast radius before implementation by defining allowed files, read-only areas, forbidden operations, commands, and stop conditions.
Analyze task scope and recommend execution strategy (sub-agent, multi-session, or scope cut). Orchestrates existing skills like /decompose, /task-enrich, and /task-handoff.
Use when creating handoff documentation for branched conversations in stay-on-target focused mode
Adversarial project planning workflow. Explores the problem space, drafts tickets in batches, then runs two sequential adversarial loops — a UX reviewer ("should we build this?")…
Use after changing code, before claiming work is done — picks the correctly scoped pytest command instead of running the whole suite.
ScopeMaster integration. Manage Organizations, Users. Use when the user wants to interact with ScopeMaster data.
Help users scope projects and cut features effectively. Use when someone is defining an MVP, dealing with scope creep, trying to ship faster, or needs to make tradeoffs about what…
Score commits using Claude Haiku to measure intellectual value and categorize changes. Use after extraction to add AI-powered productivity metrics. Requires an Anthropic API key.
Berekent en vergelijkt speler- en teamscores via de Geunificeerde Score Schaal (USS). Vertaalt KNKV teamratings, scouting spelersscores, coach-evaluaties en spelerratings naar een…
Apply reusable evaluators to model outputs when you need lightweight scoring, rationale capture, or quick eval loops in code.
Measure whether a RAG change actually improved answers and retrieval, instead of guessing from a few spot checks.
Score a single role against the user's ICP and scoring weights. Triggers on "score this role", "score this JD", "is this a fit", "rate this", "/score", or pasting a JD URL with no…
Audit the OpenSSF Scorecard rating for py-lintro. Use when asked to check the scorecard, understand the rating, or find what's missing. Specific to github.com/lgtm-hq/py-lintro.
ScoreDetect integration. Manage Organizations. Use when the user wants to interact with ScoreDetect data.
Motor de scoring cuantitativo del Financial Intelligence System. ACTÍVALO cuando el orquestador necesite consolidar outputs de múltiples módulos en un score compuesto, cuando el…
Structures ESG scoring methodology with environmental, social, and governance pillar assessment. Use when scoring ESG, evaluating sustainability, or building ESG frameworks.
START HERE — Skill discovery and installation assistant. The recommended first skill when you don't know which skills you need.
Scout APM integration. Manage data, records, and automate workflows. Use when the user wants to interact with Scout APM data.
Detects and removes cognitive biases from reasoning using Julia Galef's Scout Mindset framework. Provides reversal tests, scope sensitivity checks, status quo bias tests,…
Enhanced skill navigator that maps conversation history, recommends multi-skill chains, identifies patterns from past usage, and learns from session outcomes.
Fetch .claude/ configs from curated repos in sources.yml, compare against dotforge template, report novel patterns.
Generate player and team scouting reports. Strengths, weaknesses, tendencies, film breakdown, matchup advantages.
Scrape any webpage as clean markdown via Bright Data Web Unlocker API. Bypasses bot detection and CAPTCHA.
Скрапить данные Artificial Analysis (бенчмарки, цены, метаданные моделей)