Stage and commit the current session's changes only. Session-isolated (never -A), doc-sync-gated, conventional message, no push.
Map the whole app — routes, navigation edges, and persistent nav chrome, not just a screen list. Use for 'map the app', 'show the flow', 'app map', 'audit navigation', or 'how do…
Hub for the Storybook CSF3 bundle — diagnose a repo, orchestrate the audit→stories pipeline, or name the next sb-* step.
Audit a React+Vite app for real-vs-slop components (by actual imports), the dominant design system, and real prop-value usage at call sites.
Set up Storybook on a React+Vite app that has none — defer to `npx storybook ai setup`, then align viteFinal/providers/MCP and ask where stories live.
Write a CSF3 story for ONE React component, covering only its materially-different states (no Cartesian), with a factory when 3+ stories share a shape.
Scan docs/superpowers/ for active specs and plans. Show status table with cycle stage, progress, and blockers. Suggest what to tackle next.
Сбор данных с умного кольца Сбера (Life Balance): пульс, HRV, SpO2, сон, шаги, стресс, температура.
Fachanwalt Familienrecht Sbgg Personenstandswechsel Folgen: ordnet Normen, Nutzerangaben, Fristen, Belege und verifizierte Rechtsprechung zu einer belastbaren Prüfung: Fachanwalt…
Подключить API СБИС (Saby) к ИИ-ассистенту и работать с документами, подписью и сотрудниками из чата.
Отправка обращения в техподдержку СБИС (Saby) через чат. Триггеры: 'сбис поддержка', 'sbis support', 'написать в сбис', 'обращение в сбис', 'тикет сбис', 'сбис техподдержка',…
Usa questa skill per qualsiasi domanda o attività sui corsi universitari dell'utente (Politecnico di Milano) gestiti da `sbob`.
Generate Software Bill of Materials (SBOM) for compliance with NTIA, EU CRA, and other regulatory requirements. Use when preparing for audits, compliance.
Produce signed software bills of materials from real artifacts and consume them to answer "are we affected" fast.
Use when writing or modifying code for s&box, sbox, the Facepunch sandbox engine, or any Source 2 game project in C#.
Use when building, modifying, or polishing any feature in an s&box game project through the Claude Bridge — gameplay systems, UI panels, character abilities, animation, world…
Berliner Start-up-HR: Schwerbehindertenvertretung, Integrationsamt und besonderer Kündigungsschutz: HR-Fristen und Eskalation.
Authentication flaw detection — weak passwords, broken auth, credential stuffing, and bypass vectors
Authorization flaw detection — IDOR, broken access control, horizontal and vertical privilege issues
Interactive requirements discovery through Socratic dialogue and systematic exploration. Use when transforming ambiguous ideas into concrete specifications, validating concepts,…
Business logic flaw detection — price manipulation, workflow bypass, race conditions, and abuse vectors
OS Command Injection detection in shell execution, subprocess calls, and process spawning
CORS misconfiguration detection — wildcard origin, reflected origin, null origin, and credential leaks
Sensitive data exposure detection — PII leaks, verbose errors, debug mode, and information disclosure
Insecure deserialization detection across all serialization formats and languages
Provide development estimates for tasks, features, or projects with intelligent analysis. Use when planning timelines, assessing complexity, or scoping resources.
Insecure file upload detection — unrestricted types, MIME mismatch, polyglot files, and webshell upload
Git operations with intelligent commit messages and workflow optimization. Use when committing changes, managing branches, or optimizing git workflows.
HTTP Header Injection and Response Splitting detection via CRLF injection in headers
Triggers when the taxpayer is a South Carolina resident sole proprietor or single-member LLC needing to file South Carolina Form SC1040.
JWT implementation flaw detection — algorithm confusion, weak secrets, missing validation, and storage issues
LDAP Injection detection in search filters, DN construction, and bind operations
Mass assignment and over-posting detection — unfiltered request body binding to data models
Open redirect detection — unvalidated redirect URLs, protocol-relative bypasses, and URI scheme abuse
Privilege escalation vector detection — role manipulation, admin bypass, and RBAC circumvention
Race condition and TOCTOU detection — database races, file system races, double-spend, and atomicity failures
Remote Code Execution detection via eval, exec, dynamic code loading, and code injection vectors
Session management flaw detection — fixation, hijacking, cookie misconfiguration, and lifecycle issues
Use when the user is clarifying beliefs, assumptions, goals, or framing before committing to decision or plan.
Server-Side Request Forgery detection — URL fetching with user input, DNS rebinding, cloud metadata access
XML External Entity injection detection across all XML parsers and document formats
Export an OpenSCAD model to STL and verify watertightness via trimesh. Emits bbox, triangle count, and watertight status as JSON; exits non-zero on non-watertight output.
List vendored OpenSCAD libraries or add a new one. 'list' parses libs/README.md and prints the capability table.
Author a new OpenSCAD model from natural-language intent. Writes to models/, enforces PRINT_ANCHOR_BBOX convention, then delegates to scad-render for multi-angle PNGs +…
Render an OpenSCAD .scad file to multi-angle PNGs with pixel-measured dimensions. Orthographic top/front/side + perspective iso.
Практическое руководство по настройке сети для тестирования протокола IEC-104 между эмулятором платы (клиент) и SCADA-системой (сервер) через роутер на базе OpenWrt, включая…
Modify a classroom task with language scaffolds that preserve cognitive demand for EAL learners. Use when adapting existing tasks for students at different English proficiency…
Use for scaffolding, new projects, package setup, quality tooling, CI, and repo structure.
Builds AI agents using OpenAI Agents SDK with async/await patterns and multi-agent orchestration. Use when creating tutoring agents, building agent handoffs, implementing…
Use when scala collections including immutable/mutable variants, List, Vector, Set, Map operations, collection transformations, lazy evaluation with views, parallel collections,…
Idiomatic Scala patterns: ADTs with sealed traits and case classes, typeclass pattern, Option/Either/Try error handling, for-comprehensions, Cats Effect (IO, Resource, Ref,…
Enforces stateless design, efficient resource usage, and patterns that handle 10x-100x growth
Guidance for scaling systems from startup to enterprise scale. Use when planning for growth, diagnosing bottlenecks, or designing systems that need to handle 10x-1000x current…
Analyze system scalability with capacity math, bottleneck identification, scale-out triggers, cost projections, and migration decision points. Outputs .forge/scalability.md.
Use when you have a new or modified LC-MS data processing tool and need to determine whether it can handle production-scale sample cohorts (50–100+ samples) on modest hardware…
Planification de la scalabilité d'une application ou infrastructure. Se déclenche avec "scalabilité", "scaling", "montée en charge", "millions d'utilisateurs", "haute dis — from…
Plan scalability from a load model and bottleneck math, designing for realistic growth without premature over-engineering.
Use when when working with feature abundance tables (rows=features, columns=samples)
Route queries across frontier models using two-stage system: graph-based task discovery identifies ~332 latent task types via semantic similarity + preference patterns; MoE with…
ScalarDBの制約を考慮したデータモデル設計を行います。Partition Key・Clustering Key・Secondary Index の設計、ホットスポット評価、メタデータオーバーヘッド見積もり、バックエンドDB選定を含みます。ワークフローStep 04（データモデル設計）で使用します。