PROJECT ZERO

Starts and verifies the Quantum framework. Handles Flask app, Python GUI, and backend API startup with health checks. Use when the user wants to launch, restart, or verify the framework is running.

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Stealth toolkit for Quantum C2. Covers syscall cloaking, reflective loading, network anonymization, and detection evasion techniques. Use when the user needs to configure stealth operations, evade EDR/AV detection, anonymize C2 traffic, or implement covert communication channels. Triggers on: "stealth", "evasion", "cloak", "hide", "reflective load", "syscall", "network anonymize", "TOR", "EDR evasion", "AV bypass", "covert channel", "anti-detection".

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Activation skill to launch the Quantum C2 AI Agent Swarm for autonomous production readiness. Use this skill to start the swarm, monitor progress, and collect results. Triggers on: "activate swarm", "deploy agents", "start swarm", "quantum swarm", "full production".

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Guide users building apps, scripts, CI pipelines, or automations on top of the Cursor SDK - TypeScript (`@cursor/sdk`) or Python (`cursor-sdk` / `cursor_sdk`). Use when the user mentions integrating, installing, or writing code against the Cursor SDK; says `Agent.create`, `Agent.prompt`, `Agent.resume`, `agent.send`, `run.stream`, `run.messages`, `CursorAgentError`, `@cursor/sdk`, `cursor-sdk`, or `cursor_sdk`; asks to run Cursor agents programmatically from a script, CI/CD pipeline, GitHub Action, backend service, or other code outside the Cursor IDE; wants to pick between local and cloud runtime, configure MCP servers for an SDK agent, or handle streaming, cancellation, or errors; or is wiring Cursor into an automation, bot, or REST `/v1/agents` migration. Use eagerly rather than answering from memory; the SDK surface evolves and this skill is the source of truth for the external packages.

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Master orchestration system for Quantum C2 AI Agent Swarm. Creates, manages, and executes parallel development across 12 specialized agents. Covers test expansion, compliance hardening, database migration, frontend modernization, security hardening, CI/CD, monitoring, documentation, federal deployment, and production readiness. Triggers on: "activate swarm", "deploy agents", "quantum swarm", "full production", "complete development", "orchestrate swarm", "agent swarm", "execute roadmap", "auto-complete", "production readiness 100".

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Security architecture agent for Quantum C2. Fixes critical security vulnerabilities, implements FIPS 140-2/3 cryptography, adds CSP/CSRF protection, and ensures DOD IL4 compliance.

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Creates new defensive modules for the Quantum framework following established conventions. Use when adding detection rules, hunting modules, threat intel feeds, ML models, or compliance checks.

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Manage issues, projects & team workflows in Linear. Use when the user wants to read, create or updates tickets in Linear.

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Advanced "Living off the Land" (LotL) and exotic execution strategies. Focuses on using legitimate system binaries (LOLBins) to perform malicious actions undetected.

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Run a prompt or skill in this session on a recurring or variable interval (e.g. /loop 5m /foo).

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Perform malware analysis operations within the QUANTUM C2 framework including static analysis, dynamic analysis, sandbox testing, reverse engineering, and malware reconstruction. Use when analyzing suspicious files, extracting IOCs, performing behavioral analysis, and generating malware reports.

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Use when planning, selecting, and executing Kali tooling from the AGENTS objective list; enforces unambiguous tool choice with offensive, defensive, and generalized usage context.

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[Beta] Cross-session analysis of accumulated .learnings/ files. Reads all entries, groups by pattern_key, computes recurrence across sessions, and outputs ranked promotion candidates. This is the outer loop's inspect step — it turns raw learning data into actionable gap reports. Use on a regular cadence (weekly, before major tasks, or at session start for critical projects). Can be invoked manually or scheduled.

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Knight-Shade browser automation framework for FreeAI. Invisible Playwright headless browser with 16-category stealth JS injection, 3 fingerprint profiles (chrome_131_win, chrome_131_mac, firefox_134_win), CDP client, army orchestrator, anonymity stack (Tor/VPN/Shadowsocks), and reverse engineering pipeline. Use when building browser automation, stealth scraping, fingerprint switching, CDP commands, or army deployment. Triggers: "browser automation", "headless browser", "stealth scraping", "fingerprint", "CDP", "Knight-Shade", "browser engine", "playwright stealth".

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Use when working with Agent Zero Electron GUI extensions, Manifest-X capabilities, installed browser extensions, renderer DOM or visual control, GUI self-repair, or creating new Manifest-X extensions.

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Use when selecting or executing Kali tools from the AGENTS objective list; provides deterministic per-package offensive, defensive, and generalized use-case guidance with install/category awareness.

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LLM prompt engineering techniques for code generation, analysis, and automation. Use when the user asks about crafting better prompts, getting better AI responses, chain-of-thought prompting, few-shot examples, system prompts, or prompt templates.

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Automatically reads project files (README, AGENTS.md, MEMORY.md, .learnings/, recent git history) and injects relevant context into the agent's working memory. Use at session start or when the user says 'remember what I was working on' or 'what's the project context'.

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Combined Universal PPP Project Plan Generation Protocol v2.1 - Advanced project-management micro-process engineer that decomposes grand visions into 80+ file, 1000+ action project plans with test-first implementation specifications. Triggers on "PPP", "[PPP=ON]", "project plan", "build me a plan", "create implementation plan", "break down project", "WBS", "micro-plan". Creates complete Plan-of-Attack directories with exegesis, blueprint, implementation specs, task matrix, milestones, decisions, and master execution documents.

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Imagine the project already failed, then work backward to find why. More powerful than risk assessment because it assumes failure is certain. Use when user says "pre-mortem", "premortem", "imagine this failed", "what could go wrong", "risk analysis", "before we launch", "stress test", "what would kill this", "project risks".

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Deploy Python (Flask/Django/FastAPI) code to Azure App Service Linux. WHEN: "Flask App Service", "Django App Service", "FastAPI App Service", "deploy Python to App Service". DO NOT USE FOR: Container Apps, Functions, non-Python, Terraform/Bicep/IaC, full infra — use azure-prepare.

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Professional website frontend development skill for building, analyzing, and refining websites with attention to detail, responsive design, accessibility, and modern UI/UX patterns. Use when the user wants to create, improve, or audit website frontend code.

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Browser automation with Playwright. Use when the user asks to test a website, take screenshots, check responsive design, test login flows, fill forms, check broken links, or automate any browser task.

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Create and scaffold plugin directories for Codex with a required `.codex-plugin/plugin.json`, optional plugin folders/files, valid manifest defaults, and personal-marketplace entries by default. Use when Codex needs to create a new personal plugin, add optional plugin structure, generate or update marketplace entries for plugin ordering and availability metadata, or update an existing local plugin during development with the CLI-driven cachebuster and reinstall flow.

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