Add confidence levels to ALL system recommendations — distinguish "based on 50 data points (high confidence)" from "educated guess (low confidence)".
Use when when you have a trained deep learning model (e.g., PS2MS) and an evaluation dataset of compounds, and you need to assess how prediction confidence varies across…
Use when after executing forward inference on preprocessed mass spectrometry spectra with a deep learning model (e.g., PS²MS), when you have per-spectrum predictions with…
Assign confidence scores (0-100) to every claim in a response. Helps users understand which parts are verified facts and which are educated guesses.
See the main Model Explainability skill for comprehensive coverage of confidence scoring and calibration.
Drafts corporate NDAs and confidentiality agreements for M&A, due diligence, partnerships, JVs, and licensing negotiations. Handles mutual vs.
Internationales Handelsrecht: Vertraulichkeit und Geschäftsgeheimnisschutz im internationalen Handel.
Design-Leak und Geheimhaltung in Modeprojekten behandeln: NDA, interne Zugriffe, Freelancer, Supplier, Presse, Social Media und Beweissicherung im Fashion Law Moderecht.
Drafts U.S. Confidentiality and Invention Assignment Agreements (PIIA/CIIA) for employees or contractors.
Drafts enforceable confidentiality and non-disclosure agreements for corporate transactions, M&A, partnerships, and due diligence.
Schützt Geschäftsgeheimnisse: Geheimhaltungsantrag, abgestufter Zugang, redacted exhibits, in camera concerns, Trade Secrets Act und Prozessstrategie im Commercial Courts — from…
Schützt Geschäftsgeheimnisse: Geheimhaltungsantrag, abgestufter Zugang, redacted exhibits, in camera concerns, Trade Secrets Act und Prozessstrategie.
Change GSD-CC settings like language. Updates CLAUDE.md so changes take effect immediately. Use when user says /gsd-cc-config, wants to change language, or asks about GSD-CC…
Create, modify, review, and harden configuration for the Adobe Dispatcher Apache HTTP Server module and Apache HTTPD in AEM 6.5 LTS environments only.
Backup network device configurations with group/role/site filtering. Use when user asks to "backup config", "save configuration", "export configs", or needs to persist device…
Creates new KrakenD configurations with best practices, proper structure, and edition-appropriate features
Verify LPSS IP enumeration, register configuration, and pad mode routing on Novalake
Sync shared rules and skills from shared-claude-code repository - detect missing symlinks and create them
Step-by-step agent workflow to configure the OpenAI Codex CLI on any machine (Linux, macOS, Windows) to use OmniRoute as backend.
Detects configuration drift and inconsistencies across environments by comparing dev, staging, and production configs, validating schemas, and reporting.
Configuration conventions for NeMo-RL. YAML is the single source of truth for defaults. Covers TypedDict usage, exemplar YAML updates, and forbidden default patterns.
Compare config files semantically, highlight differences, and suggest merge strategies.
SuperClaude++ 설정 정합성 진단. scripts/config-doctor.sh를 실행해 에이전트/스킬 frontmatter, skill-rules 참조, 훅 스크립트 존재·계약, 버전·개수 정합, 문서 참조를 검사합니다.
Config Drift Detector skill for runtime ops operations in Creative Liberation Engine V6.
Conventions for service configuration and environment variables: naming, precedence, validation at startup, secrets handling, environment detection, and documentation pat — from…
Conventions for service configuration and environment variables: naming, precedence, validation at startup, secrets handling, environment detection, and documentation pat — from…
Conventions for service configuration and environment variables: naming, precedence, validation at startup, secrets handling, environment detection, and documentation pat — from…
Builds and maintains configuration-based evaluations on a workflow with the eval-config tool. Use when the user asks to set up, add, view, change, or remove an evaluation, score,…
Inspect and safely edit the Claude Code and Codex configuration surfaces exposed by CCAM. Use when auditing skills, agents, commands, plugins, marketplaces, MCP servers, hooks,…
Explain a configuration file and its key options. Use when a junior developer is confused by a config file.
Garbage collection for your Claude Code configuration. Periodically scans ~/.claude (skills, memory, hooks, permissions, MCP servers, caches) for redundant, stale, orphaned, or…
Audit and harden your OpenClaw configuration. Checks AGENTS.md, gateway settings, sandbox config, and permission
Detects, validates, and migrates codex configuration formats (JSON → YAML). Provides deprecation warnings and migration guidance.
Migrates codex configuration files from v2.0 push-based sync to v3.0 pull-based retrieval format with automatic backups
NVS/Preferences configuration storage for the pool-controller — ConfigManager API, key naming, NVS vs LittleFS trade-offs, OTA-safe persistence, and migration.
Operations with the 1C configuration (CF) — init, info, edit, validate. Use when creating a configuration, analyzing structure, modifying properties and ChildObjects, validating…
{{ 𝚫𝚫𝚫 }} Grant a permission for the current project via .claude/settings.local.json
Use when reading, merging, editing, migrating, or generating user-owned JSON, YAML, TOML, INI, or settings files.
Expert at evolving Pydantic configuration schemas with backward compatibility and automated migrations
Generate Zod/JSON Schema configuration validators with defaults and error messages.
Seed JSON configuration files into database. Use ONCE at BAZINGA session initialization, BEFORE spawning PM.
Sets up configuration files, environment variables, and project configuration. Use when setting up project configuration, environment setup, or configuration management.
Configuration module patterns for LlamaFarm. Covers Pydantic v2 models, JSONSchema generation, YAML processing, and validation.
Use this when reviewing how a codebase organizes configuration files, env vars, runtime options, feature flags, and per-environment settings.
Use when you discover a stray config file; move into dotfiles, symlink back, and commit.
Explains how to write Synapse plugin config.yaml files. Use when the user asks about "config.yaml", "plugin configuration", "action definition", "execution method", "runtime…
Create and configure configs in LaunchDarkly. Helps you choose between agent vs completion mode, create the config, add variations with models and prompts, and verify the setup.
Configure config targeting rules to control which variations serve to different users. Enable percentage rollouts, attribute-based rules, segment targeting, and guarded rollouts.
Update, archive, and delete LaunchDarkly configs and their variations. Use when you need to modify config properties, change model parameters, update instructions or messages,…
Guida l'installazione, verifica i prerequisiti e orienta ai primi passi di Agentic AI Operator System (AIOS) su Windows.
API de Configuração de Frete da Tray. Utilize quando o desenvolvedor precisar gerenciar métodos de envio e tabelas de faixa de CEP da loja, incluindo criação, atualização e…
Prepara o workspace local do oJobinho — perfil, currículo e tracker. Use quando config/perfil.md, curriculo.md ou tracker.csv não existirem na pasta atual.
Me conte como você faz a gestão de RH: valores, níveis (para colaboradores individuais e gestores, de L1 a L5), faixas salariais, ritmo do ciclo de avaliações, políticas oficiais,…
Reads config.json and prompts user for application parameters. Merges configuration with defaults for project generation.
Audit configuration sources, precedence, environment overrides, defaults, required fields, types, validation, drift, obsolete settings, dangerous defaults, undocumented variables,…
Use when you need to set up a LipoCLEAN analysis for MS-DIAL lipid identifications and do not yet have a configuration file, or you are switching between MS-DIAL versions 4 and 5…
Migrate configuration files between formats and versions with environment variable extraction
Use when when designing a library that needs to support multiple plotting backends (e.g., matplotlib, bokeh, plotly) and you want to avoid reimplementing parameter validation,…
Utilizza il framework XML evo_4 per configurare il modello con capacità avanzate di scrittura, ragionamento e ideazione, abilitando variazioni stilistiche, logica simbolica e…
Implements agentic commerce standards — x402 and Stripe's Machine Payments Protocol (MPP) for HTTP 402 machine payments, the Universal Commerce Protocol (UCP) for agent checkout,…