Protocol fuzzer script development using boofuzz framework. Use when creating network protocol fuzzers, defining protocol PDUs (Protocol Data Units), writing mutation-bas — from…
Internal — first-run Atelier bootstrap into Memex. Seeds Atelier's roles + agent profiles into ~/.memex/agents.db, provisions the atelier store via memex:core:create-store, and…
Use this for version-specific framework or library documentation lookup through Context7, including API signatures, configuration options, breaking changes, and recently changed…
Use this for engineering guidance across programming languages, frameworks, runtimes, and ecosystem-specific tradeoffs rather than assuming one default stack.
BPCore Engine - Lua game framework for Gameboy Advance with sprites, tilemaps, entities, collision, audio, multiplayer
Spezialfall Transfer nach USA unter EU-US-Data-Privacy-Framework DPF: Liste teilnehmender Unternehmen, Pruefraster fuer Wirksamkeit (Selbstzertifizierung, Annual-Recertification),…
Build Claude Code framework components (agents, slash commands, skills, plugins) following standardized templates.
How to build C/C++/Cython/Fortran extensions and frameworks like Caffe, OpenCV, protobuf-dependent projects from source.
Validate a capability flow specification against schema constraints. Use after designing a process to ensure it conforms to framework rules.
Implement and maintain idiomatic Scala backend services, including immutable data modeling, algebraic data types, options/eithers, effect or future-based async boundaries,…
Scan SKILL.md files in .gaai/core/skills/ and .gaai/project/skills/, extract YAML frontmatter, and regenerate separate skills indices for each layer.
Constructs Monte Carlo simulation frameworks with variance reduction and convergence analysis. Use when building MC simulations, implementing variance reduction, or assessing…
Constructs ROIC decomposition with invested capital measurement, operating return analysis, and value creation vs destruction assessment.
Bull/bear/base case scenario framework for a given company
TanStack Start full-stack React framework with Bun runtime. Use for TanStack Router, server functions, vinxi, or encountering SSR, build, preset errors.
Apply John Brooks' Business Adventures framework to analyze corporate failures, market crises, and business decisions.
Master modern business analysis with AI-powered analytics, real-time dashboards, and data-driven insights.
Master modern business analysis with AI-powered analytics, real-time dashboards, and data-driven insights.
Senior business consultant expertise for strategic analysis, frameworks, and executive communication.
Provides Business Model Canvas, Value Proposition Canvas, and TAM/SAM/SOM market analysis frameworks.
Systematically validate business ideas with proven scoring frameworks. Produces comprehensive 2,000-3,000 word validation report with actionable recommendations and go/no-go…
Assess the reasons for training in a selected business using a four-category framework (Strategic, Operational, Departmental, Individual) with specific criteria for each.
Strategic framework for evaluating build, buy, partner, or defer decisions with four-phase process, tiered TCO analysis, and integration with decision quality tools.
Humanize non-human antibody sequences for therapeutic development. Framework analysis, CDR grafting onto human germlines, back-mutation identification, T-cell epitope prediction,…
Create custom LLM evaluation benchmarks using the BYOB decorator framework. Use when the user wants to (1) create a new benchmark from a dataset, (2) pick or write a scorer, (3)…
Auto-loaded reference for the Cadence framework's patterns, definition of done, and role specs. Activates when the user asks about patterns, definition of done, DoD, role specs,…
Canopy framework execution engine. Interprets canopy-flavored skills (any SKILL.md with a `## Tree` section) at runtime — platform detection, section semantics (`## Agent`/`##…
Guides the agent through migrating an existing Capacitor app project from CocoaPods to Swift Package Manager (SPM) for iOS dependency management.
Guides the agent through upgrading a Capacitor app project to a newer major version. Supports upgrades from Capacitor 4 through 8, including multi-version jumps.
Guides the agent through setting up Capgo-centered release workflows for Capacitor apps. Use when the user needs a unified path for live updates, native builds, and app store…
Multi-jurisdiction reference framework for corporate capital allocation, investment appraisal (NPV, IRR, MIRR, payback, profitability index), cost of capital (WACC, CAPM, hurdle…
Capture noteworthy review violations for the eval framework. Use when validator-run finds review failures — judges violations and saves notable ones to evals/inventory.yml.
Skills assessment, career frameworks, OKRs, mentorship, board of directors, and career pivots
Competency frameworks, level expectations (Junior to Staff+), and career progression paths for software engineers.
Game building mechanics case studies and decision frameworks. Use when designing building systems, evaluating trade-offs, or learning from existing games.
Publish @blit386/kit and create-blit386 to npm following ./PUBLISHING.md. Publishing is manual-only (pnpm publish from
Provide comprehensive guidance for developing and maintaining the cc-sessions framework core functionality - primary skill for hooks, sessions, tasks, middleware, route handlers,…
Complete CCPA/CPRA compliance implementation covering California Civil Code §1798.100-199. Includes consumer rights framework, business obligations, service provider and…
Infer ligand-receptor interactions and cell-cell communication networks from single-cell RNA-seq data using the LIANA+ framework.
Infer ligand-receptor interactions and cell-cell communication networks from single-cell RNA-seq data using the LIANA+ framework.
Transforms the agent into a strategic CEO and orchestrator. Vision, decision-making, resource allocation, team dispatch, scaling playbook from €0 to €1B.
Skill untuk menyusun dokumen Strategic Plan jangka menengah-panjang (3–5 tahun) Polytron dalam konteks industri Consumer Electronics dan Electric Vehicles (EV), ditujukan kepada…
Create, fork, or production-harden a local software project as a public GitHub repository and publish the correct public artifact registry output with Ceratops defaults, using…
Route Ceratops GitHub repository lifecycle work to action references for create-or-publish, contracts-review, health-audit, dependency-maintenance, ship-change, and merge-pr work.
Use when the user asks about: game development, making games, cute framework, CF, cf_make_app, cf_app_update, game loop, sprite rendering, draw sprite, animation, collision…
Change external libraries, frameworks, SDKs, runtimes, compilers, or build tools with verified compatibility and bounded scope.
Shared changelog conventions and formatting rules referenced by /create-changelog and /update-changelog. Not typically invoked directly.
Create living, breathing characters using the Arcanean Character System - psychological depth, authentic voice, compelling arcs, and the Character Diamond framework for…
Your AI CFO for bootstrapped startups, named after Charlie Munger who embodied the principle that capital discipline is a competitive advantage.
Verify feature requests align with project constitutional principles - applies decision framework systematically and provides clear align/reject/revise recommendation with…
Use when writing or modifying code that calls an external library, framework, SDK, or API — especially one that is niche, recently updated, or whose exact method names and…
Load and review Emergent Learning Framework context, institutional knowledge, golden rules, and recent session history.
Expert guidance for selecting appropriate machine learning methods for chemometrics applications including spectroscopy, chromatography, and process analytics.
Use for build-vs-buy, adopting a new framework/database/language, or "should we use X" — apply the innovation-token test; default to the well-understood; a stack only the AI…
Select the right strategic framework for your situation through exploratory dialogue. Use when user describes a problem, decision, or challenge; needs structured thinking…
Choose the right server-side JVM project shape before implementation, including Java versus Scala language choice, Gradle/Maven/SBT ownership, framework fit, validation commands,…
Usar para evaluar y elegir tecnologías con matriz de decisión ponderada. Activar cuando el usuario quiera elegir tecnología, comparar frameworks, decidir entre alternativas…
People leadership for scaling companies. Hiring strategy, compensation design, org structure, culture, and retention.
Classroom AI ethics — FERPA, COPPA, age-appropriate AI literacy framing, bias-discussion frameworks
Anthropic official XML tag patterns and prompt engineering best practices. Document behavior control tags, system prompt internals, and the 10-Component Framework for effective…