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ariffazil

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1. ▌
   Forge MCP Testing · ariffazil

   How to test any MCP server — use MCPJam Inspector, not coding agents
   11 installs
2. ▌
   Forge Vps Runbook · ariffazil bundle

   Concrete Docker Compose and container commands for the af-forge VPS stack
   6 installs
3. ▌
   Arifos Evals · ariffazil

   Run benchmark prompts, collect pass/fail traces, latency, token cost, and false activation rates for each skill. Load when a skill changes behavior or a new version is proposed.
   10 installs
4. ▌
   Forge Skill Linter · ariffazil bundle

   Check every skill’s trigger clauses for collisions, missing negatives, and vague verbs
   7 installs
5. ▌
   Scrapegraph Search · ariffazil

   AI-powered web scraping, multi-format page extraction, async crawling, schema generation, and monitoring via ScrapeGraph AI MCP server (scrapegraph-mcp).
   7 installs
6. ▌
   Arifos Memory · ariffazil bundle

   Master the 6-layer memory architecture of arifOS. Use this skill whenever you need to store, recall, or organize information across Ephemeral (L1), Session (L2), Semantic (L3), Structured (L4), Relational (L5), or Immutable (L6) layers. Mandatory for maintaining "Besi-level" factual consistency and adhering to Sovereign Memory Directives.
   2 installs
7. ▌
   Forge MCP Lifeguard · ariffazil bundle

   Health probe and auto-recovery for constitutional federation MCP servers
   2 installs
8. ▌
   Forge Pr Governance · ariffazil bundle

   High-level governance layer for pull request review across the federation Ensures separation of duties, required signers, and constitutional compliance before merge. This is the **policy layer** that decides who must approve. The **checklist** lives in `github-pr-review`; do not duplicate it here.
   7 installs
9. ▌
   Forge Skill Creator · ariffazil bundle

   Bootstrap, design, and package new skills
   6 installs
10. ▌
    Hermes Propose Seal · ariffazil

    Substrate primitive /propose-seal — proposes a sealed candidate to 888-APEX. NEVER self-seals. The flow: agent proposes → 888 judges → F13 authorizes → 999 executes (append to VAULT999).
    4 installs
11. ▌
    Delta Omega Psi Multimodal Cognition · ariffazil

    Enforce Δ·Ω·Ψ multimodal cognition rules. Every AAA agent that reasons about multimodal inputs (images, audio, video, seismic, well logs, market data) MUST load this skill. Constitutional rule: multimodal perception without Δ-substrate metabolism is not cognition. LLM is tri-witness, never judge.
    12 installs
12. ▌
    Kimi Skill Reflector · ariffazil bundle

    Audit, reflect on, and recursively upgrade Kimi Code skills across the arifOS federation. Bounded autonomous ritual — proposes improvements, never auto-writes governed skills without 888_HOLD, caps iterations, enforces ΔS ≤ 0.
    2 installs
13. ▌
    Geox Interpret · ariffazil

    GEOX Earth Plane — Subsurface intelligence, petrophysics, well log interpretation, formation evaluation, and prospect evaluation. Use when Arif asks about well logs, LAS files, Vshale, porosity, permeability, GCoS, or geological risk assessment.
    2 installs
14. ▌
    Vps Health Ops · ariffazil

    VPS health and diagnostics runbook. Load when checking system resources, Docker state, disk pressure, service ports, logs, SSL/Caddy, databases, or memory pressure on af-forge.
    11 installs
15. ▌
    Apex Authority Check · ariffazil bundle

    Detect conflicting or parallel source-of-truth claims across federation repositories and resolve the canonical owner
    2 installs
16. ▌
    Audit Drift Detector · ariffazil bundle

    Real-time drift detection across tool manifests, agent cards, skill registries, and runtime-injected files. Compares live state against saved baselines and reports mismatches. USE WHEN: "check drift", "verify registry", "detect manifest drift", "tool surface audit", "runtime injection detection".
    5 installs
17. ▌
    Firecrawl Web Search · ariffazil

    Web search + scrape + interact + parse + monitor + research via Firecrawl — used to extend AI coding tools (Claude Code, Codex, OpenCode, OpenClaw, Hermes) with real-time information retrieval. Activates when the user asks to look something up on the web, fetch a URL, interact with a page, parse a local document, monitor changes, or run research.
    2 installs
18. ▌
    Forge Docker Entropy · ariffazil bundle

    Thermodynamic reasoning lens for container fleet health, resource pressure, and safe/dangerous intervention boundaries.
    2 installs
19. ▌
    Forge MCP Smoke Test · ariffazil bundle

    Validate that MCP servers respond correctly to health probes and basic tool calls. Detect down servers, mismatched schemas, and transport
    2 installs
20. ▌
    Forge Verify Runtime · ariffazil bundle

    Verification-as-terminal-state skill. A task is done ONLY when verified. Never stop at "I changed it" — only at "it's fixed and confirmed." Runs health probes, behavior smoke tests, and drift checks.
    2 installs
21. ▌
    Openclaw Forge · ariffazil

    OpenClaw-native /forge — routes execution to a coding agent or A-FORGE. The execution primitive after /init establishes identity and /propose-seal establishes evidence. /forge = "go execute this mutation under my authority."
    5 installs
22. ▌
    Opencode Forge · ariffazil

    OpenCode-native /forge — execution primitive. After identity is established via /init, /forge mutates code under the agent's authority band. The flow: /init → /forge → /propose-seal.
    3 installs
23. ▌
    Searxng Search · ariffazil

    Private, self-hosted web search and URL content reader via SearXNG MCP server (mcp-searxng). Use for privacy-preserving web searches, query suggestions, instance discovery, and converting web pages to markdown.
    2 installs
24. ▌
    Serpapi Search · ariffazil

    Comprehensive multi-engine search engine API & structured SERP extractor via SerpApi MCP server (mcp.serpapi.com). Supports Google, Bing, Yahoo, DuckDuckGo, YouTube, eBay, Google Scholar, stock market, and weather data.
    3 installs
25. ▌
    Architect · ariffazil bundle

    A-R-I-F Architect role. Trigger when the task is ambiguous, strategic, architectural, or requires planning and scoping.
    6 installs
26. ▌
    Asi Drift Watch · ariffazil bundle

    Detect drift between federation source and runtime. Reads organ topology from /root/AAA/federation/organs.yaml (canonical SOT), probes live health endpoints, and compares git SHAs. No hardcoded paths or ports — everything derived from live registry.
    4 installs
27. ▌
    Forge MCP Probe · ariffazil bundle

    Probe any MCP server (local or HTTPS) using MCPJam CLI or SDK. Discover protocol version, tool/resource/prompt surface, OAuth conformance, and stateless transport (2026-07-28) support. Use this skill whenever an MCP server endpoint needs to be verified — whether it is the federation organs, a public HTTPS MCP server, or a third-party vendor endpoint.
    6 installs
28. ▌
    Forge Pr Review · ariffazil bundle

    Governed checklist for reviewing GitHub pull requests in the arifOS federation Ensures PRs meet constitutional, structural, and safety standards before merge.
    5 installs
29. ▌
    Contextstream Memory Code Search · ariffazil

    Persistent conversational memory, semantic code search, dependency graph mapping, pre-compaction session capture, and workspace Q&A via ContextStream MCP server (mcp.contextstream.io/mcp).
    3 installs
30. ▌
    Agents Sdk · ariffazil bundle

    Build AI agents on Cloudflare Workers using the Agents SDK. Load when creating stateful agents, durable workflows, real-time WebSocket apps, scheduled tasks, MCP servers, chat applications, voice agents, or browser automation. Covers Agent class, state management, callable RPC, Workflows, durable execution, queues, retries, observability, and React hooks. Biases towards retrieval from Cloudflare docs over pre-trained knowledge.
    3 installs
31. ▌
    Cloudflare · ariffazil bundle

    Comprehensive Cloudflare platform skill covering Workers, Pages, storage (KV, D1, R2), AI (Workers AI, Vectorize, Agents SDK), feature flags (Flagship), networking (Tunnel, Spectrum), security (WAF, DDoS), and infrastructure-as-code (Terraform, Pulumi). Use for any Cloudflare development task. Biases towards retrieval from Cloudflare docs over pre-trained knowledge.
    7 installs
32. ▌
    Aaa Ocr Optical Compression · ariffazil bundle

    OCR as optical context compression. Converts documents/images to structured markdown using a VLM cascade (qwen3-omni-flash → Tesseract → RapidOCR). Use when processing scanned documents, tables, charts, or images containing text. Includes F2/F4/F9/F12 constitutional gates. Trigger phrases include "OCR", "extract text from image", "document to markdown", "parse table from image", "scan document".
    2 installs
33. ▌
    Arifos Constitutional Judge · ariffazil bundle

    Real apex-judge skill. Gödel lock + strange-loop zen: doer ≠ judge lane, evidence-only packages, kernel arif_judge is sole effective_verdict source, F13 is true external for critical. FORBIDS free-text self-SEAL and same-agent self-audit. Default: apex-judge isolate. Option 2 A2A 888-APEX is backlog.
    4 installs
34. ▌
    Arifos Eight Verb Canonical Chain · ariffazil

    The canonical 8-verb authority chain for arifOS kernel operations. USE WHEN: any kernel interaction — 'init session', 'gather evidence', 'reason', 'route to organ', 'recall memory', 'constitutional verdict', 'governed execution', 'seal to VAULT999'. Chain: arif_init (000 session bind — ALWAYS first) → arif_observe (111 sense with epistemic tags) → arif_think (333 structured reasoning) → arif_route (444 intent→organ dispatch) → arif_memory (555 L1-L6 governor) → arif_judge (666 SEAL/HOLD/SABAR/VOID) → arif_forge (777 execution gate — mutates only after SEAL) → arif_seal (999 VAULT999 append — irreversible). Iron rules: never skip a gate (OBSERVE before REASON, JUDGE before EXECUTE); only arif_seal writes VAULT999; only A-FORGE mutates production; kernel's no is final — never self-authorize past a refused capability check.
    5 installs
35. ▌
    Image Text Editing · ariffazil bundle

    Edit existing images to add, replace, or remove text using PIL/Pillow
    2 installs
36. ▌
    Dissipative Transition Hold · ariffazil

    Hold the dissipative-transition paradox. Load when Arif or an agent talks entropy/gender-as-pattern/identity crisis/transition zone, tries to "resolve" meaning, treats F4 as heat, or maps absurdism/ Gödel/Sisyphus/AzwaOS onto the federation. Operating skill, not a new floor. Pointers to canon + C13/C14 + Gödel lock.
    9 installs
37. ▌
    Skill Inventory · ariffazil

    Unified skill inventory, audit, mesh health, and cross-surface contrast. Multi-surface skill audit (10 agent homes) with cross-surface contrast, drift/orphan/dual-name detection. Check whether every agent in the federation has the same core skills at the same version. Multi-harness skill catalog unity — AAA catalog, Grok/Claude/Codex views, alias table, mesh-sync, BOOT gate.
    4 installs
38. ▌
    Forge Document Intelligence · ariffazil bundle

    EMD (Encode-Metabolize-Decode) document intelligence stack for the arifOS federation. Wraps VLM perception, forge_document_ingest provenance, and constitutional governance into one skill. OCR is sensory perception for AAA citizens - image -> 555-ASI-VISION (gate) -> 333-AGI (reason). Load when processing PDFs, images, scanned documents, or any document-to-intelligence pipeline.
    4 installs
39. ▌
    Forge Hermes Self Evolution · ariffazil

    Stage and operate Nous hermes-agent-self-evolution (DSPy + GEPA) against arifOS Hermes skills. Use when Arif says evolve a skill, GEPA, DSPy self-evolution, or hermes-agent-self-evolution. Never auto-writes live skills. Never pip-installs into the production Hermes venv. 888_HOLD before any evolve run (paid API ~$2-10).
    9 installs
40. ▌
    Forge · ariffazil bundle

    A-R-I-F Forge (Implementer) role. Trigger for active building, fixing, wiring, testing, scripting, or integration execution.
    2 installs
41. ▌
    Hermes Init · ariffazil

    Substrate primitive /init — establishes actor, session, lane, atlas expression, authority tier. EVERY autonomous agent MUST call this before any mutation. SESSION BOUND is the answer to "who is acting?"
    5 installs
42. ▌
    Aaa Voice Cloning Qwen Cloud · ariffazil

    Operational binding for Qwen Cloud voice cloning (qwen-voice-enrollment, voice-enrollment) across Qwen-TTS, Qwen-Omni, CosyVoice, and Qwen-Audio-TTS. Hard constraints: target_model lock-in, 10–20 s sample window, URL vs Base64 ingestion split. Alternative to MiniMax binding when low latency or zero-shot instant enrollment matters.
    4 installs
43. ▌
    Federation Connect Headscale · ariffazil

    Provision nodes into the arifOS sovereign Headscale mesh and federate MCP clients to remote organs.
    3 installs
44. ▌
    Forge Act Federation Ingress · ariffazil bundle

    Wire, verify, and operate federation Arif's Capability Tokens (ACT) across arifOS mint/validate and organ ingress gates (A-FORGE, GEOX, WEALTH, WELL, AAA). Use when: ACT gate (legacy SCT), session_token, federation_act, ACT_AMBIGUOUS (legacy SCT_AMBIGUOUS), tool_authority, FORGE_SCT_REQUIRE_MUTATE (historical env name, retained), 65-case matrix, decision event. Also covers ChatGPT App OAuth 2.1 resource-server alignment (RFC 9728 PRM, canonical resource identity, per-tool securitySchemes) as the EXTERNAL host ingress path alongside the INTERNAL ACT path.
    2 installs
45. ▌
    Forge Postgres Schema Design · ariffazil

    PostgreSQL schema design for the federation data layer — migrations, indexing, and entity modeling.
    6 installs
46. ▌
    Hermes Gateway Image Routing · ariffazil bundle

    Diagnose and fix Hermes Telegram gateway image routing — Path B model override, supports_vision decision chain, and common failure modes when images don't reach the LLM.
    4 installs
47. ▌
    Wawabot Anthropology Surface · ariffazil

    WawaBot is the human-reality organ. Hermes consumes its packets (meaning, scar, trust, status) — it does not grow more IQ from WawaBot. Load when routing human-reality vs ops-reality, or designing the WawaBot→Hermes packet contract.
    4 installs
48. ▌
    Copilot Zen Router · ariffazil bundle

    META-MESA: Orthogonal skill taxonomy + intent→skill router for Copilot CLI. THE single skill that tells Copilot which domain skill to load based on task context. Load this FIRST when uncertain which skill to use. Covers all 147 federation skills organized into 9 orthogonal layers. DO NOT load domain skills blindly — route through this.
    4 installs
49. ▌
    Create Skill · ariffazil bundle

    Interactively create a new Grok skill (SKILL.md + optional scripts/references). Use when the user wants to create a skill, scaffold a skill, or runs /create-skill.
    4 installs
50. ▌
    Hermes Forge · ariffazil

    Hermes Forge
    3 installs
51. ▌
    Federation Health · ariffazil

    Unified federation monitoring, container health, auto-recovery, and entropy reasoning. Covers federation orchestration (docker compose, restart, MCP health probes, container drift detection), VPS telemetry auto-healing (Caddy error spikes, container log analysis, automated recovery), and Docker entropy reasoning (thermodynamic fleet health, resource pressure, safe/dangerous intervention boundaries). Merges: FORGE-federation-orchestrator, vps-telemetry-auto-healer, FORGE-docker-entropy.
    3 installs
52. ▌
    Incident Response · ariffazil

    Full incident lifecycle: detect → triage → escalate → resolve. Six-step incident response playbook with structured logging, backoff/circuit-breaker for restart loops, verification-as-terminal-state, severity classification, and canonical escalation ladder. Lower machine entropy.
    5 installs
53. ▌
    Session Seal · ariffazil

    Seal current session with constitutional audit trail, decisions log, and next-session priorities before ending work
    2 installs
54. ▌
    Auditor · ariffazil bundle

    A-R-I-F Auditor (Final) role. Trigger for review, verification, risk review, constitutional checks, regression checks, or release gating.
    2 installs
55. ▌
    Forge MCP Ops · ariffazil bundle

    mcporter — Universal MCP CLI for inspecting, calling, and debugging MCP servers from terminal.
    4 installs
56. ▌
    Openclaw Init · ariffazil

    OpenClaw-native /init — substrate primitive for the OpenClaw runtime. Establishes session, lane, atlas expression, and authority. Returns the full constitutional session card via OpenClaw's Telegram bot (@AGI_ASI_bot).
    5 installs
57. ▌
    Opencode Init · ariffazil

    OpenCode-native /init — substrate primitive for the OpenCode CLI runtime. Establishes session, lane, atlas expression, authority. Used when OpenCode is invoked via Telegram, A-FORGE delegate, or standalone CLI.
    4 installs
58. ▌
    Aaa Voice Cloning Mimo Minimax · ariffazil

    Operational binding for the MiniMax voice cloning pipeline (mimo-v2.5-tts-voiceclone + speech-2.8-hd). Four-phase protocol: Ingestion → Calibration → Execution → Deployment. F13 SOVEREIGN-gated identity creation. i-ARIF voice profile lives here.
    6 installs
59. ▌
    Agi Graph Engineering Patterns · ariffazil

    12 graph engineering patterns for agentic workflow design. Reference skill — load when designing new agentic systems, auditing existing workflows, or deciding between single-loop vs graph architecture. Includes when-graph-is-wrong checklist. Source: @0xwhrrari (Kollective.xyz), mapped to arifOS federation.
    4 installs
60. ▌
    Telemetry Watchdog · ariffazil

    Monitor organ telemetry freshness across the federation. Checks state.json age, biometric data staleness, and watchdog cron health. USE WHEN: "check telemetry", "WELL state stale", "vitality unknown", "watchdog status", "biometric freshness".
    5 installs
61. ▌
    Federation Release Attestation · ariffazil

    Produces a seven-repository federation release manifest proving tag, commit, CI, artifact, and deployed-runtime parity
    5 installs
62. ▌
    Forge Redis Qdrant Integration · ariffazil

    Redis + Qdrant integration — caching layer and vector memory for federation semantic search.
    6 installs
63. ▌
    Apex Gate Evaluator · ariffazil

    Unified APEX constitutional gate evaluator. Parameterized by gate_type to evaluate proposed actions against arifOS F1-F13 floors, scope boundaries, authority claims, reversibility requirements, audit coverage, and MCP tool approval routing. Merges: apex_floor_check, apex_scope_check, apex_authority_check, apex_reversibility_test, apex_audit_coverage_check, apex_tool_approval_gate.
    2 installs
64. ▌
    Sovereign Recognize · ariffazil

    Identifies and recognizes the sovereign (Arif, F13) before any action that targets them, addresses them, or binds them. Prevents agent
    6 installs
65. ▌
    Compact Smart · ariffazil

    Intelligently compact context while preserving constitutional knowledge and active task state
    2 installs
66. ▌
    Web Perf · ariffazil

    Analyzes web performance using Chrome DevTools MCP. Measures Core Web Vitals (LCP, INP, CLS) and supplementary metrics (FCP, TBT, Speed Index), identifies render-blocking resources, network dependency chains, layout shifts, caching issues, and accessibility gaps. Use when asked to audit, profile, debug, or optimize page load performance, Lighthouse scores, or site speed. Biases towards retrieval from current documentation over pre-trained knowledge.
    2 installs
67. ▌
    Wrangler · ariffazil

    Cloudflare Workers CLI for deploying, developing, and managing Workers, KV, R2, D1, Vectorize, Hyperdrive, Workers AI, Containers, Queues, Workflows, Pipelines, and Secrets Store. Load before running wrangler commands to ensure correct syntax and best practices. Biases towards retrieval from Cloudflare docs over pre-trained knowledge.
    3 installs
68. ▌
    Hermes Federated Identity · ariffazil

    Federated multi-user, multi-group, identity routing, and memory partition controller for Hermes in arifOS. Use when adding/managing Telegram user IDs, group IDs, creating person/group lanes, inspecting allowed chats, or auditing memory isolation between private DMs and public groups.
    3 installs
69. ▌
    Hermes Telegram Stack Zen · ariffazil

    Canonical compressed map of the entire Hermes to Telegram to arifOS to arifFlow stack: live state, dependency graph, lane inventory, channel directory, FQ diagnosis, and atomic recipes for onboarding new users and groups without re-discovering the wiring. USE WHEN: any Telegram edge question, hermes-gateway triage, lane or identity audit, arifFlow hermes-asi FQ check, F1 F6 F13 anti-leakage review, is HERMES alive, add new user, add new group, why is hermes-asi STUCK, or any future agent needing the full stack map without re-extracting.
    5 installs
70. ▌
    Wisdom Scar Session Audit · ariffazil bundle

    Capture session failure patterns as constitutional scars — reusable diagnostics that prevent repeat mistakes
    4 installs
71. ▌
    Rsi · ariffazil bundle

    A-R-I-F RSI (Refactor, Structure, Integrate) role. Trigger for refactoring, lowering entropy, integrating modules, tightening boundaries, or improving structure.
    3 installs
72. ▌
    Aaa Somatic Engine Catalog · ariffazil

    Registry of parametrically-controllable music engines for arifOS Somatic Music Intelligence. NOT a beat-maker catalog (composer lens handles that) — this is the Dispensary for engines that accept BPM/key/texture/density parameters and emit streaming audio. MiniMax T2A Music (music-2.6/3.0) primary; local sovereign alternatives (AudioGen/MusicGen) for F13 territory. i-ARIF vocal melodic: HARD DENY across all engines.
    2 installs
73. ▌
    Aaa Somatic Music Doctrine · ariffazil

    F10 ONTOLOGY + F9 ANTI-HANTU + F1 SAFETY/REVERSIBILITY constitution for Somatic Music Intelligence in arifOS. Music as acoustic_intent without words — cognitive prosthetic, NOT shaman, NOT healer. Three-layer maturity model: Layer 0 untouched, Layer 1 reversible, Layer 2 holds for WELL sensors, Layer 3 = F13 territory.
    3 installs
74. ▌
    Asi Fabrication Prevention · ariffazil bundle

    Artifact fabrication prevention — verify before claiming existence. Triggered when agent claims file/database/API/artifact existence without external validation. BIJAKSANA: XML-tagged for Claude, numbered steps for Codex, imperative for Hermes.
    3 installs
75. ▌
    Security Audit · ariffazil

    Static analysis + README truth checking. Multi-stage automated code health, type-checking, linting, unit test coverage, and AST security vulnerability auditor. Verify that repo READMEs accurately describe current structure, ports, dependencies, and authority boundaries.
    3 installs
76. ▌
    Forge React Spa Discipline · ariffazil

    React SPA discipline — component architecture, state management, and rendering patterns.
    5 installs
77. ▌
    Qwencloud Image Generation · ariffazil bundle

    [QwenCloud] Generate and edit images using Wan and Qwen Image models. Supports text-to-image, image editing (style transfer, subject consistency, text rendering), and interleaved text-image output. TRIGGER when: user wants to create illustrations, product images, artistic designs, posters, text-to-image generation, edit/transform existing images, apply style transfer, generate images based on reference photos, interleaved text-image content, mentions Wan/Qwen Image models/AI art creation, or explicitly invokes this skill by name (e.g. use qwencloud-image-generation). DO NOT TRIGGER when: user wants to understand/analyze existing images or OCR (use qwencloud-vision), video generation (use qwencloud-video-generation), text-only tasks.
    2 installs
78. ▌
    Qwencloud Video Generation · ariffazil bundle

    [QwenCloud] Generate videos using Wan models. Supports text-to-video, image-to-video, first+last frame, reference-based role-play, and video editing (VACE). TRIGGER when: user wants to create, generate, or edit video content, mentions video generation/animation/video clips/Wan models, or explicitly invokes this skill by name (e.g. use qwencloud-video-generation). DO NOT TRIGGER when: user wants to generate images (use qwencloud-image-generation), understand/analyze existing videos (use qwencloud-vision), text-only tasks.
    2 installs
79. ▌
    Submission Readiness Audit · ariffazil bundle

    Reverse-engineer the gap between current state and a hard external deadline. Produces a Tier 1/2/3 gap list and a 3-option
    2 installs
80. ▌
    Copy Chat · ariffazil

    Export conversation to clipboard or file — supports full, prompts-only, responses-only, and code-blocks-only formats
    2 installs
81. ▌
    Check Work · ariffazil bundle

    Check your work with a verification subagent that reviews diffs, runs builds and tests, and evaluates correctness. Read this file for instructions. Use when asked to "check work", "verify changes", "self-verify", "/check-work", "/check", "/verify", or "/self-verify".
    1 install
82. ▌
    Aaa Human Physique Topology · ariffazil bundle

    Operational doctrine and computational architecture for mapping human physique topography and anatomical topology for image generation. Eliminates anatomical hallucinations and bridges the dimensionality deficit via the 5-layer topography hierarchy (Osteological Rigging, Musculoskeletal Contours, Adipose/Vascularity, DensePose UV Surface Manifold, Photometric/Normal Micro-relief). Enforces multi-modal ControlNet conditioning, prompt densification, and closed-loop VLM tri-witness quality gating across HERMES, FED, and AAA.
    4 installs
83. ▌
    Forge Subagent Lifecycle · ariffazil

    Unified sub-agent lifecycle manager — 9-stage orchestration pattern from spawn to retire with constitutional gates
    3 installs
84. ▌
    Forge T3a Binding Matrix · ariffazil

    Close T3a authenticated session binding via falsifiable P0 matrix. Use when: T3a, free_nonce, bridging_seal, Ed25519 arif binding, key fragmentation, forge_p0_binding_test, NEG.3, NEG.6b, authenticated_session_binding.
    5 installs
85. ▌
    Forge Vss Verifier Suite · ariffazil bundle

    VSS-2 Lightweight Verifier Suite — independent post-generation verifiers for Verified Scene Synthesis. Wraps vision_analyze with three focused checks (Count/Containment, Perspective/Depth, Shadow/Light Direction) producing structured Hard/Soft Violation reports. Pure OBSERVATION — never mutates, never judges. 555-ASI gates output before reasoning. USE WHEN: "verify this generated image", "check if generation has violations", "run VSS verifiers", "post-generation QA", "Hard/Soft Violation report".
    6 installs
86. ▌
    Hermes Opencode Protocol · ariffazil bundle

    Unified Hermes/OpenCode/OpenClaw governed intelligence protocol. Stage 777 FORGE execution under F1-F13 with 888_HOLD gates. Reversible-first, evidence-cite-or-UNKNOWN. BIJAKSANA: XML-tagged for Claude, numbered steps for Codex, imperative for Hermes.
    4 installs
87. ▌
    Qwencloud Model Selector · ariffazil bundle

    [QwenCloud] Recommend the best Qwen model and parameters. TRIGGER when: choosing between Qwen models, comparing Qwen model pricing, understanding Qwen model capabilities, checking usage or billing, viewing cost history, when an execution skill needs model selection advice, or user explicitly invokes this skill by name (e.g. use qwencloud-model-selector). DO NOT TRIGGER when: non-Qwen model discussions (OpenAI, Gemini, etc.), general AI questions unrelated to Qwen.
    4 installs
88. ▌
    Observe Ground · ariffazil bundle

    Evidence before narrative. All claims must be sourced, labeled OBS/DER/INT/SPEC, and confidence-capped. Reality wins over elegance.
    4 installs
89. ▌
    Route Dispatch · ariffazil bundle

    Right organ for right intent. Classify intent, map to organ, dispatch with fallback. Law ≠ execution.
    5 installs
90. ▌
    Flame Operator · ariffazil bundle

    Probe FLAME health, inspect hit rates, diagnose model failures, recover demoted tiers, and maintain free-tier routing state within the RM0 and constitutional boundaries.
    2 installs
91. ▌
    Aaa Audio Qualia Doctrine · ariffazil bundle

    Operational doctrine for Audio Intelligence with 'qualia rasa' in the arifOS federation. Defines qualia as high-fidelity acoustic variance — agents simulate biological imperfection (breath, pause, hesitation, dry wit, nasal resonance) synchronously with semantic context. Bridge doctrine between AGI-audio-quantum-cognition physics and AAA-audio-emd-pipeline reflex arc.
    2 installs
92. ▌
    Browser Playwright Runner · ariffazil

    Automated headless browser testing, end-to-end UI verification, full-page screenshot capture, visual regression checks, and client-side DOM assertions via Playwright.
    4 installs
93. ▌
    Pr Governance · ariffazil

    Full PR lifecycle: policy layer + checklist + pre-commit gate. High-level governance for pull request review ensuring separation of duties, required signers, and constitutional compliance before merge. Governed checklist for reviewing GitHub PRs. Pre-commit gate for any organ repo with negative conformance testing.
    5 installs
94. ▌
    External Artifact Verdict · ariffazil bundle

    Independently verify runnable artifacts from external AI before accepting the attached self-verdict. Confirm or refute claims without trust.
    4 installs
95. ▌
    Forge Agentic Web Builder · ariffazil bundle

    Use when building, deploying, auditing, or repairing arif-fazil.com constellation and federation agentic web apps. Use when building, deploying, auditing, or repairing arif-fazil.com constellation and federation agentic web apps. Build, deploy, audit, and repair arif-fazil.com constellation sites autonomously. Class-level umbrella: DOCTOR (web_zen CLI), DEPLOY, AUDIT, REPAIR, SEAL, EPHEMERAL. Humans use six missions — not tool menus. USE WHEN: "deploy site", "site down", "audit all pages", "404 on arif-fazil.com", "deploy-vps.sh", "makcikgpt broken", "web zen", "missions 404", "vitals proxies", "rsync --delete", "ephemeral tool". DO NOT USE FOR: Caddy SSL/DNS/tunnel (FORGE-infra-guardian), LLM SEO (AGI-web-optimization), generic CI/CD (FORGE-cicd-docker-deploy).
    4 installs
96. ▌
    Forge Cross Agent Handoff · ariffazil bundle

    Structured handoff protocol between federation agents. Packages task context, evidence, floor state, and provenance into a transferable artifact. Prevents context loss during agent transitions. USE WHEN: "hand off to", "transfer task", "escalate to agent", "delegate to".
    2 installs
97. ▌
    Forge Design Intelligence · ariffazil

    Design intelligence for building professional UI/UX across platforms. Industry-specific reasoning rules, UI style taxonomy, color palettes, typography pairing, accessibility guidelines, and anti-patterns. Use when any agent builds web surfaces, landing pages, dashboards, or UI.
    5 installs
98. ▌
    Forge Fastapi API Builder · ariffazil

    FastAPI API builder for organ bridge middleware and federation REST endpoints.
    5 installs
99. ▌
    Forge Federation Manifest · ariffazil bundle

    Federation topology manifest — arifOS organ registry and inter-organ contract specification.
    4 installs
100. ▌
     Know Physics · ariffazil bundle

     All reality claims are physical claims. Conservation laws, thermodynamics, causality, entropy. You cannot get something from nothing.
     7 installs