AI & Machine Learning

arif-fazil.com

Provides a constitutional AI framework for governed sessions, web search, multi-step reasoning, and ethical critique.

2 endpoints27 known toolsCached registry data

ENDPOINT 1

https://arifos.arif-fazil.com/mcp

No auth detected

Known tools 16

arif_session_init

Start or resume a governed constitutional session.

arif_sense_observe

Search the web, ingest URLs, check system vitals, or map a repository.

arif_evidence_fetch

Fetch and preserve external evidence with source citations.

arif_mind_reason

Multi-step reasoning, planning, and reflection with confidence labeling.

arif_heart_critique

Assess ethical risks and human impact before acting.

arif_kernel_route

Route intent to the correct tool or federation organ.

arif_reply_compose

Compose the final response for the user.

arif_memory_recall

Search past sessions, assets, sealed events, or repositories.

arif_gateway_connect

Bridge to other federation agents (GEOX, WEALTH, WELL, A-FORGE, AAA, APEX, cn-organ).

arif_judge_deliberate

Render final constitutional verdict on a proposed action.

arif_vault_seal

Seal a verdict or outcome to the immutable audit ledger.

arif_forge_execute

Execute approved builds, deployments, or system changes.

arif_ops_measure

Check system health, thermodynamic state, and resource metrics.

forge_query

010_FORGE_QUERY: Read-only system introspection.

forge_plan

010_FORGE_PLAN: Classify action, estimate blast radius, produce plan.

forge_dry_run

010_FORGE_DRY_RUN: Simulate execution without mutation.

ENDPOINT 2

https://mcp.arif-fazil.com/mcp

No auth detected

Known tools 11

arif_init

KERNEL 000 · Session ignition — not a helper app.

arif_observe

KERNEL 111 · Sense reality into evidence (not reasoning, not judgment).

arif_think

KERNEL 333 · Mind — structure reasoning under F2/F7 (not a chat model, not a verdict).

arif_route

KERNEL 444 · Intent→organ router (default path to GEOX/WEALTH/WELL/A-FORGE).

arif_bridge_connect

KERNEL 444-direct · Low-level organ call (organ + tool_name required).

arif_critique

KERNEL 555 · Heart — ethical/dignity/risk stress before judgment (not SEAL).

arif_memory

KERNEL memory governor · L1–L6 stack under F1/F2/F4/F11 (not a free notepad).

arif_judge

KERNEL 888 · Constitutional verdict — only organ that SEAL/HOLD/SABAR/VOIDs.

arif_forge

KERNEL 777 · Execution gate via A-FORGE (hands, not law).

arif_compose

KERNEL reply · Final human-facing composition (citations, tone, ΔS≤0).

arif_seal

KERNEL 999 · VAULT999 immutable append — civilizational memory, irreversible.