Site map

Every page on this site grouped by the job it does

This map is generated from the page registry, so every page that ships appears here. 252 pages across 8 categories, each declared by a category tag in the page's own head. The 140 domain hubs and guides are a map of their own, so the sections below stay browsable. Surfaces with dedicated catalogs keep them: tools, the workflow hub, and sitemap.

How the sections fit togetherFour stations in a row: Convert, where a file becomes a receipt; Run, where a kernel computes a hash; Verify, where anyone can recompute it; and Anchor, where timestamp authorities sign it. Agents enter Run from above, Helm runs the same kernels on your own machine below it, and Learn and the hubs map sit at the right. A hash travels from Run toward Anchor. Each station links to its section. How the sections fit Select a station to jump to it Convert 3 pages A file becomes a receipt both files hashed and bound Run 9 pages A kernel computes a hash tools and workflows you can run Verify 14 pages Anyone can recompute it checks you can run yourself Anchor 3 pages Authorities timestamp it timestamps and signing keys Agents 3 pages Agents call the kernels hosted MCP and WebMCP Helm 7 pages Runs on your own machine bundles that verify offline Learn 73 pages How each piece works explainers and the spec Guides 140 pages Hubs and guides by desk on their own map same kernels sha256:9f2c…
A run produces an execution hash that a verifier can recompute and a timestamp authority can sign. Select a station to jump to its pages.
Run · 9

Tools and workflows you can run

OpenChainGraph Chain Builder: How Workflows Chain
An educational, hands-on tool for students and newcomers: click-to-compose a multi-step compliance workflow and watch parent_hash provenance wire up, then compare it to the legacy paper trail it replaces. It teaches the concept and does not execute. To run a chain for real, use the Workbench or Canvas. Client-side, zero-egress.
Open
OpenChainGraph Sandbox: Live Artifact Editor & Tamper Lab
Edit an OCG v0.3 artifact live and watch the execution_hash recompute in your browser. Tamper with fields and see exactly why the fingerprint breaks. No server. Zero PII. WebCrypto SHA-256.
Open
Reg Deadline Wall: Regulatory Filing Dates
A source-cited wall of regulatory filing deadlines: Pillar Two GIR, DORA Register of Information, NYDFS certification, FFIEC Call Report, FR 2052a, FR Y-14, CTC e-invoicing, Fedwire, and Regulation CC. Filter by regime or jurisdiction and export to your calendar.
JSON-LD
Open
Run. Verify. Anchor.
Browser-based fintech tools and MCP-callable, hash-anchored OpenChainGraph workflows for payments engineers and compliance teams. Zero PII. No install.
WebMCPJSON-LD
Open
Checklist Definition Builder
Author a checklist or SOP definition as a signed, hash-anchored OpenChainGraph document. Steps, evidence requirements, and blocking gates, exported client-side with zero PII.
Open
Checklist Run Executor
Run a checklist or SOP definition step by step. Every completed step emits a hash-chained receipt; the finished run emits a Merkle-rooted run receipt, offline-verifiable.
Open
in-toto Layout Composer
Author an in-toto supply-chain layout in-browser: steps, artifact rules, authorized functionaries, threshold, inspections. DSSE-signed and exported client-side with zero PII.
Open
in-toto Link Builder & Verifier
Build a DSSE-signed in-toto link or in-toto attestation statement from drag-drop file hashing, and verify a layout against links offline in your browser.
Open
Prompt Library
Every AINumbers example prompt on one page: showcase, deep dives, everyday, and domain briefs with full copy-paste bodies, tool chips, verify surfaces, and the chain catalog one-liners. The same list the hosted worker serves via prompts/list.
Open
Verify · 14

Where to check an artifact or a conformance claim

Five checks an artifact supportsAn artifact card on the left lists execution_hash, audit_signature.proof, kernel_digest, compute_proof.seal and an anchor binding. Each field connects to a rung of a ladder on the right: recompute the execution hash (SPEC §4), check the eddsa-jcs-2022 signature (§16), match the kernel digest (§17), verify the 256-byte Groth16 seal (§18), and check a timestamp over the receipt root (§20). Check marks appear from the bottom rung up. an OpenChainGraph artifact anchor binding via session root Check a timestamp over its receipt rootSPEC §20 compute_proof.seal Verify the 256-byte Groth16 sealSPEC §18 kernel_digest sha256:… Match the kernel digestSPEC §17 audit_signature.proof Check the eddsa-jcs-2022 signatureSPEC §16 execution_hash sha256:… Recompute the execution hashSPEC §4
An OpenChainGraph artifact supports five checks. The Verification Desk checks hashes, signatures and seals in your browser, and the Ledger in the Anchor section adds the timestamp.
Bundle Diff: Compare Two OCG Artifacts or Evidence Bundles
Load two OpenChainGraph artifacts, chains, or §27.6 evidence bundles and get an OCG-semantic diff: which input hashes moved, which kernel/policy versions changed, which §27 approvals/roles/thresholds differ, and whether the verdict changed. Runs entirely in your browser.
JSON-LD
Open
OCG Conformance Gate: free client-side OpenChainGraph v0.4 checker
Free, static, client-side checker that runs the applicable subset of the OpenChainGraph v0.4 SPEC.md §15 gate suite against a submitted artifact, entirely in your browser. No account, no submission stored, methodology public.
WebMCP
Open
OpenChainGraph Artifact Verifier
Verify the execution_hash of any OpenChainGraph v0.4 artifact. Client-side SHA-256 verification, no data leaves your browser.
Open
Verification Desk for OCG Evidence
Drop an OpenChainGraph artifact, chain, or §27.6 evidence bundle and get a section-by-section verification report: shape, hash, signature, compute proof, anchor timestamp, input attestations, and approval records. Runs entirely in your browser.
JSON-LD
Open
Workpaper Index: Hash-Anchored PBC Index for N Artifacts
Drag any number of artifacts, chains, or evidence files and get a PBC-style index: filename, sha256, artifact type, section coverage detected, signer roles present, chain membership. Print view and a JSON export that is itself hash-anchored. Runs entirely in your browser.
JSON-LD
Open
Checklist Fixture Library
Three sample checklist definitions covering permit-to-work operations, SOC 2 evidence collection, and stablecoin issuer disclosure prep. Load any of them straight into the Run Executor.
JSON-LD
Open
Checklist Run Verifier
Paste a checklist run bundle and check every step receipt's hash chain and the run's Merkle root. A tampered step is named exactly, offline, client-side.
Open
Decision Boundary Explorer
Sweep a numeric input or two through a live compliance node or gated workflow and see exactly where the decision flips. Renders the outcome surface as an SVG chart and signs the calibration result with an ephemeral key.
Open
Evidence Register
The claim-level evidence register for AINumbers.co: every registered public number bound to its source surface, the date it was measured, its next scheduled review, and a point-in-time snapshot of the exact source line.
Open
GENIUS Continuous Reserve Watch
OpenChainGraph GENIUS Continuous Reserve Watch: a receipted weekly monitor that runs the check_genius_reserve_disclosure kernel (art-275), signs a receipt referencing the result, and logs a CloudEvents envelope. Zero PII, zero paid plan.
JSON-LD
Open
OCG Verify Badge: Embed Demo & Fixtures
Embeddable OCG receipt verify badge: embed instructions, zero-egress and fragment-payload notes, and golden/tampered fixture proof.
Open
OpenChainGraph Verified Build: Conformance Badge Program
Criteria, registry, and badge asset for the OpenChainGraph Verified Build program: a self-declared-with-evidence conformance mark tied to the OCG v0.4 §15 gate suite.
Open
Receipt Bundle Verifier (RECEIPT-BUNDLE v0.1)
Paste a RECEIPT-BUNDLE v0.1 portable receipt bundle and verify both halves offline in the browser: the zk proof half (Groth16 seal over the journal byte contract) and the logged half (Sigsum inclusion proof plus witness cosignature quorum). The two verdicts are always reported separately. Zero network calls. Zero PII.
JSON-LD
Open
RFP Evidence Desk: Bind Government-Payments RFP Requirements to OCG Artifacts
Type or paste a government-payments RFP requirement list, drop the OpenChainGraph artifacts that answer it, and get a print-ready evidence annex: each requirement against its matched artifact, verified hash and signature, or an explicit narrative-response marker. Runs entirely in your browser.
JSON-LD
Open
Convert · 3

Turning documents into verifiable artifacts

A conversion bound into a receiptInside a dashed boundary marked as the browser tab, a source file passes through a converter (art-189 or art-190) and becomes a converted file; both files are hashed. The input and output hashes flow into a receipt builder (art-191) that binds the input digest, converter identity, parameters and output digest into a binding hash. A verifier (art-192) re-hashes both files, recomputes the binding and shows PASS. everything below runs in your browser tab source fileinput_sha256 converterart-189 or art-190 converted fileoutput_sha256 receipt builderart-191input digestconverter identityparametersoutput digestbinding_sha256 verifierart-192re-hashes both filesrecomputes the binding PASS
This is the document-conversion-verification workflow. A converter hashes both files in the tab and the receipt builder binds the two digests to the converter's identity and parameters. The verifier re-hashes the files and recomputes the binding.
Agents · 3

How agents connect over MCP and WebMCP

Three doors into one kernelAn agent on the left reaches three doors: WebMCP, where the page registers its tool in the browser; the hosted MCP server at mcp.ainumbers.co/mcp; and helmd on 127.0.0.1 on your own machine. All three lead to one kernel hexagon labelled same kernel source, which produces an artifact with an execution hash under the words same inputs give the same hash. your agent WebMCPthe page registers its tool Hosted MCPmcp.ainumbers.co/mcp helmd127.0.0.1 on your machine same kernel source same inputs give the same hash artifactexecution_hashsha256:9f2c…
An agent can reach a kernel through any of three doors. Each door runs the same kernel source, so the same inputs give the same execution hash. The prompt library says which doors each task needs.
Learn · 73

Explainers and the specification

Learn OpenChainGraph
The OpenChainGraph education hub. Short descriptions and links to every explainer, the technical specification and white paper, the compute-integrity deep dive, and the integration guides. For engineers, auditors, and teams evaluating verifiable decision provenance.
JSON-LD
Open
OpenChainGraph Standard: Technical Specification
The normative OpenChainGraph specification: artifact envelope and execution hash, RFC 8785 canonicalization, the financial payload layer, and the §15 conformance gate suite an implementation must pass.
Open
The OpenChainGraph Paper
A technical white paper on OpenChainGraph (OCG), an open standard for deterministic, hash-anchored, agent-callable decision artifacts that recompute in the browser. Covers the artifact envelope and execution hash, canonicalization, cross-vendor chaining, the strength-of-verifiable ladder (recompute, Data Integrity signature, zkVM compute-integrity proof), anchor bindings for independent timestamp evidence, decision gates for conditional chain execution, the agent interaction model, conformance-by-construction, the trust model, and a cross-domain deployment of more than 830 tools on three independent sites. Candid about what it does and does not prove.
JSON-LD
Open
A ChainGraph workflow built brick by brick · OpenChainGraph Explainer
A 3D brick scene of one ChainGraph workflow. The x402-spend-evidence chain runs three catalog tools in order, each step cites the hash of the step before it, and the run folds into one composite hash that outside authorities timestamp. Every hash on the page is quoted from a live run of 26 September 2026.
Open
A Filled PDF Is a Claim. A Run Is a Receipt.
The same task done twice, side by side: fill out a form the old way, then run it as a verified workflow. Type in your own numbers, seal the result, then try to fake it and watch the seal break.
Open
About
What AINumbers.co is, how it works, and how it relates to Post Oak Labs. A large catalog of deterministic, browser-based fintech tools across payments, compliance, treasury and risk. Zero install, zero PII, zero network calls, and results any agent can re-verify.
JSON-LD
Open
ACU Currency Basket: SDR-Method Valuation
How Autonity's Auton Currency Unit (ACU) basket worked: seven currencies with fixed SDR-method amounts, floating USD weights, and a daily recomputed index value.
Open
AFP/DCC Venue-Agnostic Clearing: The Two-Key Model
The centerpiece Autonity explainer: how the AFP DCC separated margin custody from trade intent using two keys, enabling venue-agnostic clearing. The computations outlive the chain.
Open
Agreement Acceptance Receipt Flow (ACCEPT-API)
How-to: an agent closes a mutual NDA with court-checkable artifacts by composing two shipped nodes, assemble_mutual_nda (ART-276) and bind_agreement_acceptance (ART-277), into an assemble-then-accept receipt chain. Zero PII. Not legal advice.
Open
Anchors and transparency logs · OpenChainGraph Explainer
What an OpenChainGraph anchor binding proves: RFC 3161 tokens from independent timestamp authorities, one Merkle root covering many artifacts, and witness-cosigned checkpoints on a public log, with anchors already published on this estate that you can verify offline.
Open
Break the Wall
Tamper with a 3D wall of proof layers and see which layer catches each change, which only warns and which cannot tell, with real checks run in the browser on real evidence.
Open
Canton Settlement Explainer · OpenChainGraph Explainer
Step through three Canton settlement workflows: DvP readiness, repo collateral mobility, and capital efficiency. Each step links the tool that runs it and every workflow links its chain page.
Open
Checking Without Redoing
Beginner walkthrough of a zero-knowledge proof: confirm an official rule produced a result without seeing the private data or redoing the work.
Open
Compute-Integrity (OCG §18): Proving a Financial Calculation Ran the Way It Claims
How OpenChainGraph §18 compute-integrity proofs work, with the math and code for each step, why they matter for regulated financial computation, and what we learned building them (including the parts that did not work) so other teams can skip the same mistakes. Software and cryptography only: no trusted hardware, no blockchain in the verify path.
JSON-LD
Open
Contact
Contact AINumbers.co. Report a bug, request a new payment tool, suggest an MCC or payment code, or ask about the suite. We read every message.
JSON-LD
Open
Credits & Prior Art
Every design idea AINumbers.co borrowed from elsewhere, with attribution, license, and status. Ideas only, never copied text or code.
JSON-LD
Open
Cross-machine determinism · OpenChainGraph Explainer
Six report runs from four physical machines re-ran the estate's kernels at pinned commits and compared output digests. This page walks the dated attestation snapshot, the named mismatch classes, and the commands that re-derive every count.
JSON-LD
Open
Defensive Publication: Deterministic Gated Workflow Chains
CC0 1.0 defensive publication: forward-only decision-gated workflow chains with machine-checkable both-branch coverage proofs.
JSON-LD
Open
Defensive Publication: Passkey-Signed Work Mandate Compilation
CC0 1.0 defensive publication: compiling a passkey-signed Work Mandate into a machine-checkable execution-gating policy whose hash propagates into every receipt an agent produces.
JSON-LD
Open
Defensive Publications
CC0 1.0 defensive publications from Post Oak Labs establishing dated prior art for mandate compilation, gated-chain workflow structure, and receipt-anchor timestamp binding.
JSON-LD
Open
Deploy integrity on ainumbers.co · OpenChainGraph Explainer
Every deploy of ainumbers.co publishes a manifest and a sha256 line per published file. Run the two checks that connect a downloaded file to the commit that shipped it.
Open
Forecastathon Season Scoring S1–S4
How Autonity's Forecastathon competition scored participants across four seasons: a four-component composite for S1-S3 and a simplified PnL-only measure for S4.
Open
Formal-Verification Errata
Transparency record of findings against previously-attested formal-verification spec versions. Never a dependency of receipt validity: receipts verify offline regardless.
JSON-LD
Open
Four Hashes and a Witness · OpenChainGraph Explainer
A guided walkthrough of one synthetic CCP default-waterfall run: how the execution hash binds a result to its declared inputs and pinned kernel, how the salted commitment check reproduces from the witness, and what the ledger receipt establishes about attestation, time and verifier trust. Every hash recomputes from the public kernels.
Open
From Kernel to Proof
The RISC Zero proving pipeline for AINumbers kernels: cycle preflight, GPU segments, recursion, a Groth16 wrap to 256 bytes and offline verification.
Open
Groth16 Receipts
What each field of a compute receipt means, a step-by-step reading of one real receipt from the repository, and four ways to verify one: in the browser, on-chain, or from a clone.
JSON-LD
Open
How a Groth16 Receipt Is Made
Six drawn scenes follow one real compute receipt from the kernel that produced it to the checks that bind it: the two lanes that meet in a node file, the fields of the receipt, the three bindings that make it count, and the four ways to verify one.
JSON-LD
Open
How MCP Runs One Workflow
Step-by-step animation of the Model Context Protocol: the handshake, the tool list and three linked tool calls to the AINumbers MCP server on Cloudflare.
Open
How Mechanical Verification Works
Eight drawn scenes walk the mechanical verification standard: the claim ladder and its three tiers, the denominators behind each tier, a metamorphic property you can check by hand, one kernel's full evidence stack, and the red controls that prove the harnesses can fail.
JSON-LD
Open
How OpenChainGraph works · OpenChainGraph Explainer
An interactive walkthrough of the OpenChainGraph standard (version of record 0.8.13): SHA-256 hashing, parent_hash chains, MCP agent verification, cross-vendor trust, W3C PROV-DM, Ed25519 signing and key lifecycle, OpenTelemetry spans, ISO 20022, OKF bundles, profile conformance, Compute Binding, Export Profiles, Proof Binding (eddsa-jcs-2022), Kernel Identity Binding, Compute-Integrity Proofs, compliance_flags and RFC 3161 time anchoring. Client-side, zero-egress, with a live SHA-256 demo.
Open
How Receipt Conformance Works
How the public OpenChainGraph conformance corpus pins the execution_hash: the canonical formula, the four checks the standalone verifier runs, and the kit a third party uses to submit its own kernel's vector.
JSON-LD
Open
How the AIN Bridge Works · OpenChainGraph Explainer
How one self-contained tool page becomes an MCP Apps View inside an AI host and how its Policy Mandate receipt reaches an open ledger tab live over a same-origin BroadcastChannel. Every method name quoted on the page comes from the merged bridge code.
Deep-link
Open
How the Formal-Verification Pilot Works
A seven-panel visual walk of the formal-verification pilot as implemented: clause to LLM-drafted spec, independence gates, human review, verification tiers, execution binding, the fixtures-are-not-proofs story, and how far the claims reach.
JSON-LD
Open
How WebMCP Runs One Workflow
Animated WebMCP walkthrough: web pages register their own tools and a browser agent runs a three-step verification workflow entirely in your tabs.
WebMCP
Open
Human Accountability in OpenChainGraph
How OpenChainGraph §27 records which named human took responsibility for a result: closed accountability roles, SCITT-style approval records over a subject execution_hash, in-toto dual-control thresholds counted by distinct identity, a §21.4-wired gate-policy vocabulary, time-boxed §22.10 overrides, and a §13.12 SD-JWT evidence bundle. Client-side, zero-egress.
Open
in-toto Predicate: OCG Execution Receipt v0.1
Published in-toto Statement v1 predicate type for OpenChainGraph execution receipts. predicateType: https://ainumbers.co/attestations/ocg-execution-receipt/v0.1
JSON-LD
Open
Inverted Database in Motion
Seven workflows run in your browser as one inverted database: receipts, a Merkle root, public timestamps and offline checks that need no server.
Open
Margin Maintenance and Liquidation Mechanics
Interactive explainer: how the AFP DCC computed margin health, maintenance thresholds, and liquidation prices for isolated derivatives positions. Includes a live calculator with Autonity, Hyperliquid, and generic presets.
Open
Mechanical Verification
What mechanical verification means, the three claim tiers, a file-by-file walkthrough of the evidence for each of the five kernels with a formal claim, and the commands that re-run every check.
JSON-LD
Open
Methods
How AINumbers.co checks its outputs: golden fixtures, in-page rule citations, clause binding, the conformance gate suite, byte-identical replay, and zk compute proofs. What each mechanism establishes, and what it does not.
JSON-LD
Open
OCG Creative & Industry Application Concepts
OpenChainGraph (OCG) application concepts across generative art, gaming, narrative, AI agents, physical installations, payments infrastructure, scientific computing, digital identity, software supply-chain, trade/logistics, regulatory transaction reporting, EU deforestation due diligence, and insurance prudential reporting, and verifiable client-side file conversions, with OCG primitives and build-readiness for each. Eighteen clusters across all industry verticals.
Open
OCG Receipts & EU AI Act Article 12 Record-Keeping: Mapping
A field-by-field mapping of OpenChainGraph v0.4 execution receipt members to the EU AI Act's Article 12 record-keeping (automatic logging) requirements, with gaps stated honestly.
JSON-LD
Open
On-Chain Receipt Verification Recipe
Verify an AINumbers compute-integrity receipt (risc0 Groth16) with one read-only eth_call against RISC Zero's deployed VerifierRouter on Ethereum mainnet or Base. No wallet, no gas, no code we wrote.
JSON-LD
Open
One Agent One Purchase Three Workflows
One AI shopping agent, one USD 120 purchase, three workflows: who the agent is, both budgets, a caught double order and a session receipt that reconciles it all.
Open
One Workflow Step by Step
Beginner walkthrough: one AINumbers workflow checks an AI shopping agent in three steps inside your browser. See pages, fingerprints and receipts.
Open
OpenChainGraph and Blockchains
An animated comparison of OpenChainGraph and a blockchain. Both link records by hash and fold them into Merkle roots. OpenChainGraph has no shared ledger and no validators, and it can still use a blockchain as one witness to when a record existed.
JSON-LD
Open
Paste a Workflow Prompt
What happens when you paste an AINumbers chain prompt into an AI assistant: run_chain on the MCP worker, one changed input and a verified hash.
Open
Prediction Market Mechanics: Binary vs Scalar Payoffs
Interactive explainer: how scalar and binary event-market contracts pay out, the difference in payoff shape, and how Autonity's AFP ran forecast futures in Season 1. Try the live PnL calculator.
Open
Privacy
How ainumbers.co and the mcp.ainumbers.co endpoint treat your data: tools run in your browser, the MCP server stores no inputs or outputs, no accounts, no cookies, no tracking, no data sale or model training.
Open
Proof coverage and what deferred means · OpenChainGraph Explainer
What share of the live OpenChainGraph graph carries a zkVM compute-integrity proof, the profile that requires one of every deterministic node, and what a deferred node is.
Open
Public-Money Evidence
When the full record of a public payment lives inside the operator's own system, what can an outside audit authority actually verify? An animated, panel-by-panel walk through seven independent questions: settlement, attribution, reconciliation, the audit trail, bulk-run authorisation, migration completeness, and operator exit: mapped to shipped OpenChainGraph nodes. Client-side, zero-egress.
JSON-LD
Open
Security & Vulnerability Disclosure
How to report a security vulnerability in AINumbers.co or Helm. Solo-maintainer disclosure policy: no fixed response-time commitment.
JSON-LD
Open
Settlement Asset Lifecycle
Settlement asset models are not interchangeable. A direct or two-tier CBDC has no backing set to check at all, while a reserve-backed stablecoin's backing is a portfolio, and holding limits, offline capability and the redemption path reach into stages beyond backing. An animated, panel-by-panel walk from backing through collection, netting, disbursement, reconciliation and control evidence, mapped to shipped OpenChainGraph nodes. Client-side, zero-egress.
JSON-LD
Open
Side by side with VCP · OpenChainGraph Explainer
A dated, field-level crosswalk between the VeritasChain Protocol v1.2 record format and the OpenChainGraph receipt: what each format binds, how completeness and anchoring work on both sides, where they genuinely differ, and which connectors do not exist yet. No bridge or implementation is claimed.
Open
Signatures and key retirement · OpenChainGraph Explainer
What a W3C Data Integrity proof adds to an OpenChainGraph artifact, how the eddsa-jcs-2022 pipeline signs and verifies it, and how a retired key shows up in a revocation status list a verifier can read.
Open
STP and Auto-Decisioning Inside the Mandate
How OpenChainGraph gated chains let a machine make routine regulated decisions end to end, under a signed human mandate, while every exception still lands in front of a person. Mortgage preflight, adverse action, and AI decision logs as shipped evidence.
JSON-LD
Open
Ten Live Runs Under One Timestamp
Ten live AINumbers runs from 26 September 2026 sealed into one session receipt and timestamped by Sigstore, DigiCert and FreeTSA, with the real hashes.
Open
Terms of Use & Reliance
AINumbers.co terms of use and reliance posture: what these tools are, what they are not, and how to treat their output when it cites regulation.
JSON-LD
Open
The Agent Staircase · OpenChainGraph Explainer
An animated staircase from one tool in a browser tab to an agent that carries verifiable receipts across workflows and blockchains. It covers the tool, kernel, node, execution hash, AIN Bridge, WebMCP, MCP, workflow, Helm pack, signature, kernel identity, RISC Zero, Groth16 and anchoring, then three live worked examples and a comparison with Trusted Compute Units. Every hash on the page comes from a live run.
WebMCPJSON-LD
Open
The Agent Staircase as 3D bricks
An interactive brick model of the Agent Staircase. Fourteen bricks stack into five layers, from the tool page to the timestamped receipt, and every brick opens the explainer step behind it. Drag to spin the wall, then trace a run through the finished stack.
Open
The AINumbers Estate as a Brick Neighborhood
An interactive brick model of the AINumbers estate. Eight walls stand for its parts, from the tool catalog to Helm, and thirteen roads show how they work together. Drag to spin the view, watch the recorded tour, and open the page behind each wall.
Open
The AINumbers Policy Mandate · OpenChainGraph Explainer
What each member of the Policy Mandate v1.0 schema holds and the two gates that validate the document before a download can happen.
Open
The Auditor's Walk
A regulator checks a real evidence bundle layer by layer in the browser: three timestamps, a session root, a Groth16 receipt, kernel identity, a signature and execution hashes, with what each check cannot prove.
Open
The chaingraph.json catalog · OpenChainGraph Explainer
What chaingraph.json contains, how the per-node shards on disk become that one file, where copies of it live, and how to verify a downloaded copy with a checksum line and a Sigstore attestation.
Open
The Compliance Audit: Two Worlds
Side-by-side: how compliance decisions are proved today (email chains, PDFs, version drift) versus with OpenChainGraph (hash-linked artifacts, instant verification). For CFOs, auditors, and regulators.
Open
The Evidence Estate
How an artifact becomes a SHA-256 digest, how four independent rails anchor that digest to third-party time, how Sigsum's pending-to-included lifecycle and twelve witness cosigners work, how the resulting proof bundle verifies with the network unplugged, and how ledger.ainumbers.co resolves a hash to content under an RFC 6920 contract, including what none of it claims. Client-side, zero-egress.
JSON-LD
Open
The Mandate Loop
How a signed Work Mandate becomes literal gates on an agent's workflow: the compiler that turns a threshold clause into a gate object, the halt-and-record semantics when a trigger fires, how a human closes an open exception with a passkey, and how a delegated agent's own identity chain verifies back to a person, including what none of it claims. Client-side, zero-egress.
JSON-LD
Open
The Receipt Tree
Ten real run hashes fold into one timestamped Merkle root. Rebuild the tree in your browser, tamper with one run to see only its path break, and prove a single run with four sibling hashes.
Open
The verification story and where judgment comes in · OpenChainGraph Explainer
An animated walk through the published methods page: the two kinds of evidence behind a result, how a specification earns its proof, what a proof does not tell you, and the checks that surround the proofs.
Open
Three Doors to the Same Workflows
Compare three ways an AI agent runs AINumbers workflows: WebMCP in the browser, the remote MCP server on Cloudflare and Helm on your own machine.
Open
WebMCP Doorways · OpenChainGraph Explainer
The three doors an agent can use to reach one kernel on this estate: the page's browser registration, a deep link that carries the inputs, and a tools/call to the worker. One published input sample runs through all three, and the receipts name one hash a reader can recompute.
Open
WebMCP Overview
What WebMCP is on this estate: pages registering tools an agent can discover and call, the discovery file an agent reads, the call and verification loop, and a directory of every WebMCP surface with links.
JSON-LD
Open
Why OpenChainGraph: Prior Art and Timing
Is OpenChainGraph actually new? A candid comparison to in-toto, SLSA, OpenLineage, AP2, and verifiable-AI: what OCG borrows, what's genuinely novel, why the pieces only converged in 2024–2026 (MCP, agentic payment standards, browser WebCrypto). For engineers, auditors, and technical due-diligence.
JSON-LD
Open
Helm · 7

The air-gapped Helm control plane

Helm on your machineInside a dashed boundary marked your machine, Helm in the browser is served from 127.0.0.1 and paired with helmd, an HTTP server bound to 127.0.0.1 only; a note says the core loop makes no outbound request. Journal entries for steps 1 to 4 appear one after another, each linked to the one before. The journal flows into a signed, sealed evidence bundle, which leaves the machine as a file and reaches a verifier outside with no network access, where it verifies. your machine Helm in your browserserved from 127.0.0.1 helmdHTTP bound to 127.0.0.1 only paired the core loop makesno outbound request append-only journal: each entry hashes the one before it step 1first entry step 2prev hash step 3prev hash step 4prev hash evidence bundlesigned and sealed you hand over the file any verifierno network accessbundle verifies
helmd serves Helm's interface from 127.0.0.1 only and records every step in a hash-chained journal. A run ends in a signed evidence bundle that a third party can verify with no network access, and the guided walkthrough verifies a real one in your tab.
Helm
Helm is a local-first control plane for governed, evidenced automation. Runs on your machine, replays every computation, pins the kernel by digest, and produces evidence anyone can verify offline. In beta.
JSON-LD
Open
HelmClaw · Helm for OpenClaw and AutoClaw
Paste-ready install paths that put Helm, a local evidence engine, behind OpenClaw or AutoClaw: the mcp.servers block, the exec allowlist, the trust statement, and prompts that verify offline.
JSON-LD
Open
Helm guided walkthrough
A read-only guided walkthrough of Helm that runs entirely in this tab. Walk a compiled workflow, then verify a real signed evidence bundle and its tampered twin using the same verifier Helm ships. No download, no upload, no account.
JSON-LD
Open
Helm LNA Admin One-Pager
Local Network Access (LNA) admin one-pager for Helm: what LNA is, why Helm's handoff needs it, and paste-ready LocalNetworkAccessAllowedForUrls managed Chrome/Edge policy JSON.
JSON-LD
Open
Helm Network Behavior
Every network request Helm can make: endpoint, payload shape, and trigger. Covers the browser app, the optional helmd engine, OAuth connectors, the anchor relay, and the fully offline, relay-blocked path.
JSON-LD
Open
Helm Technical Design
How AINumbers Helm is built: process and serving model, the pairing gate, the hash-chained journal, the run engine, evidence bundles and offline verification, borrowed versus built, and known limitations.
Open
Reliance Notice
What you can rely on when a tool on AINumbers.co references a regulation, standard, or supervisory framework.
JSON-LD
Open
Guide · 140

Hubs and guides have their own map

Domain hubs collect the tools and chains for one desk or one rulebook; single-purpose guides answer one question apiece. All 140 of them are grouped by desk on the hubs and guides map. Three to start with: