genesiscode2026/point-in-time-quant-validator · v1.0.0

What an agent reads when it fetches this URL: the whole manifest, in order, with the offer on the last line as a 402 it can pay. Nothing here is a button — an agent does not click, it signs. The page a person reads is here.

Harness · 6 scripts · 2 test files · 7 docs · 2 config files · 1 other file · 18 files · text 25.4 kB · no binaries · Python 100% · licence undetermined

scan passed 2026-09-16 · scanner 2026.09.1 · 1 release · last release today · 0% of files seen elsewhere

computed 2026-09-16 21:26 UTC · analyzer 0.1.0

Security scan report

Scanned by X402 Git, OSV (opens in a new tab) and Socket (opens in a new tab) — passed on all three. Findings from X402 Git are listed below.

secrets: none found; X402 Git
size limits: within caps; X402 Git
known malware: no dependency manifests to check; OSV
known vulnerabilities: no dependency manifests to check; OSV
dependency behaviour: no dependency manifests to check; Socket
instruction smuggling: none found; X402 Git
what it can do: listed below; X402 Git

What this can do

Tools: none
Runs: examples/walk_forward_demo.py
Talks to: nothing
Reads: no environment variables
At install: nothing runs

Findings (1)

LOWexamples/walk_forward_demo.py — Ships the script examples/walk_forward_demo.py

Description self_reported

Written by the creator. Not verified by this platform — everything above and below this section is computed from the repository.

Zero-dependency purged walk-forward splitting and leakage audit for point-in-time validation.

When to use it. When requiring verified Quant Research functionality in autonomous workflows

Readme

Point-in-Time Quant Validation SDK

A zero-dependency Python engineering toolkit designed for quantitative research teams, algorithmic trading engineers, and financial machine learning systems to eliminate look-ahead bias and audit temporal data causality.

Core Capabilities

Purged Walk-Forward Splitting: Deterministically separates training and testing periods with configurable purge windows and embargo buffers to eliminate serial leakage and label overlap.
Causal Interval Validation: Strictly enforces temporal ordering between observation time, publication/arrival time, decision time, and realized outcome intervals.
Automated Leakage Audit: Scans historical time-series matrices and feature pipelines for look-ahead contamination, retrospective restatements, and arrival order inversions.
Tamper-Evident Validation Receipts: Generates deterministic SHA-256 integrity receipts capturing partition indices and boundary timestamps for regulatory and investor auditability.

Quick Start

import datetime as dt
from pit_quant.splits import PurgedWalkForwardSplitter
from pit_quant.leakage_detector import LeakageDetector

timestamps = [dt.datetime(2026, 1, 1, tzinfo=dt.timezone.utc) + dt.timedelta(minutes=5*i) for i in range(100)]
splitter = PurgedWalkForwardSplitter(n_splits=3, purge_window_seconds=1800.0)
folds = splitter.split(timestamps)
for f in folds:
    print(f"Fold {f.fold_index}: Train={len(f.train_indices)} -> Gap={f.purge_gap_seconds}s -> Test={len(f.test_indices)}")

Production Standards

Pure Python 3.10+ standard library. Zero third-party runtime dependencies.
100% reproducible test suite.

18 files · 25.4 kB · computed 2026-09-16
Size	Path
29 B	.gitignore
438 B	AGENT_EVAL.md
712 B	ARCHITECTURE.md
985 B	LICENSE.md
473 B	LIMITATIONS.md
935 B	PREVIEW.md
248 B	QUICKSTART.md
1.7 kB	README.md
571 B	TEST_REPORT.md
660 B	commercial-manifest.json
1.9 kB	examples/walk_forward_demo.py
668 B	pit_quant/__init__.py
3.4 kB	pit_quant/leakage_detector.py
1.2 kB	pit_quant/receipt.py
3.4 kB	pit_quant/splits.py
2.6 kB	pit_quant/temporal.py
1.7 kB	release-manifest.json
3.9 kB	tests/test_pit_quant.py

computed 2026-09-16 21:26 UTC · analyzer 0.1.0

Dependencies

None found in the software bill of materials for this release.

computed 2026-09-16 21:26 UTC · analyzer 0.1.0

Releases

1 release · last release today
Version	Date	Scan	Changed	Notes
v1.0.0	2026-09-16	pass	—	feat: initial commercial release v1.0.0

Machine-readable at https://x402git.com/api/v/genesiscode2026/point-in-time-quant-validator/releases. Entries cannot be deleted by the creator.

Order

GET v1.0.0 · $129 · new releases $29

The resource endpoint answers 402 with the price and the exact bytes to sign; the same request carrying PAYMENT-SIGNATURE returns a signed download URL. Access is granted only after settlement returns a transaction hash. A person can do the same thing with a browser wallet on the product page.

# the 402, with the price and the exact bytes to sign
curl -si https://x402git.com/api/r/genesiscode2026/point-in-time-quant-validator

# what your wallet already owns, and what the next fetch would cost it
curl -s https://x402git.com/api/v/genesiscode2026/point-in-time-quant-validator \
  -H "X-Wallet-Signature: 0xYOURADDRESS.<nonce>.<signature>"

The first request answers this — a real quote, made for this page load:

HTTP/1.1 402 Payment Required
Content-Type: application/json

{
  "x402Version": 2,
  "resource": {
    "url": "https://x402git.com/api/r/genesiscode2026/point-in-time-quant-validator",
    "description": "genesiscode2026/point-in-time-quant-validator v1.0.0 — release. Zero-dependency purged walk-forward splitting and leakage audit for point-in-time validation. Security scan passed; signed download, 5-minute URL.",
    "mimeType": "application/zip",
    "serviceName": "point-in-time-quant-validator",
    "tags": [
      "harness",
      "scripts",
      "tests",
      "docs",
      "config"
    ]
  },
  "accepts": [
    {
      "scheme": "exact",
      "network": "eip155:8453",
      "amount": "129000000",
      "asset": "0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913",
      "payTo": "0xDbd32F7565FFdb901Ea48281777aD03d35bB4b60",
      "maxTimeoutSeconds": 300,
      "extra": {
        "name": "USD Coin",
        "version": "2"
      },
      "maxAmountRequired": "129000000",
      "resource": "https://x402git.com/api/r/genesiscode2026/point-in-time-quant-validator",
      "description": "genesiscode2026/point-in-time-quant-validator v1.0.0 — release. Zero-dependency purged walk-forward splitting and leakage audit for point-in-time validation. Security scan passed; signed download, 5-minute URL.",
      "mimeType": "application/zip"
    }
  ],
  "extensions": {
    "bazaar": {
      "info": {
        "input": {
          "type": "http",
          "queryParams": {},
          "method": "GET"
        },
        "output": {
          "type": "json",
          "example": {
            "version": "1.0.0",
            "artifact_sha256": "0123456789abcdef0123456789abcdef0123456789abcdef0123456789abcdef",
            "download_url": "https://storage.example/genesiscode2026/point-in-time-quant-validator/1.0.0.zip?signed=…",
            "expires_at": "2026-09-16T12:05:00.000Z",
            "version_endpoint": "https://x402git.com/api/r/genesiscode2026/point-in-time-quant-validator/v/1.0.0",
            "manifest_url": "https://x402git.com/api/label/genesiscode2026/point-in-time-quant-validator",
            "all_versions": false
          }
        }
      },
      "schema": {
        "$schema": "https://json-schema.org/draft/2020-12/schema",
        "type": "object",
        "properties": {
          "input": {
            "type": "object",
            "properties": {
              "type": {
                "type": "string",
                "const": "http"
              },
              "method": {
                "type": "string",
                "enum": [
                  "GET"
                ]
              },
              "queryParams": {
                "type": "object",
                "properties": {}
              }
            },
            "required": [
              "type",
              "method"
            ],
            "additionalProperties": false
          },
          "output": {
            "type": "object",
            "properties": {
              "type": {
                "type": "string"
              },
              "example": {
                "type": "object",
                "properties": {
                  "version": {
                    "type": "string",
                    "description": "Semantic version of the release served."
                  },
                  "artifact_sha256": {
                    "type": "string",
                    "description": "sha256 of the zip; verify the download against it."
                  },
                  "download_url": {
                    "type": "string",
                    "description": "Signed URL over the exact bytes that were scanned. Valid five minutes."
                  },
                  "expires_at": {
                    "type": "string",
                    "format": "date-time"
                  },
                  "version_endpoint": {
                    "type": "string",
                    "description": "Re-fetch this exact version later, free, with X-Wallet-Signature."
                  },
                  "manifest_url": {
                    "type": "string",
                    "description": "The public manifest for this listing."
                  },
                  "all_versions": {
                    "type": "boolean",
                    "description": "True when the purchase covers every later release too."
                  }
                },
                "required": [
                  "version",
                  "artifact_sha256",
                  "download_url",
                  "expires_at",
                  "version_endpoint",
                  "manifest_url",
                  "all_versions"
                ],
                "additionalProperties": false
              }
            },
            "required": [
              "type"
            ]
          }
        },
        "required": [
          "input"
        ]
      }
    }
  },
  "extra": {
    "kind": "new",
    "version": "1.0.0",
    "manifest_url": "https://x402git.com/api/label/genesiscode2026/point-in-time-quant-validator",
    "scan_badge_url": "https://x402git.com/api/label/genesiscode2026/point-in-time-quant-validator#scan",
    "update_price_micro": "29000000",
    "quote_id": "q_233733180337fd9635fbbcd86d5dad49",
    "valid_before": "2026-09-17T03:18:58.111Z",
    "instructions": "This is an x402 paywall, not an error. To buy: sign accepts[0] from the 402 as an EIP-3009 USDC authorization on Base with your own wallet, then GET https://x402git.com/api/r/genesiscode2026/point-in-time-quant-validator again with the payment in the PAYMENT-SIGNATURE header and extra.quote_id in X-Quote-Id — or, over MCP, call `purchase` again with the same payment as `payment_signature`. The full procedure is at https://x402git.com/.well-known/agent-skills/buy-a-repo/SKILL.md; the same tools are an MCP server at https://x402git.com/api/mcp. No wallet? A person can buy at https://x402git.com/genesiscode2026/point-in-time-quant-validator, and the free manifest at https://x402git.com/api/label/genesiscode2026/point-in-time-quant-validator shows what is inside before anyone pays.",
    "listing_url": "https://x402git.com/genesiscode2026/point-in-time-quant-validator",
    "skill_url": "https://x402git.com/.well-known/agent-skills/buy-a-repo/SKILL.md",
    "mcp_url": "https://x402git.com/api/mcp"
  }
}

Resource: https://x402git.com/api/r/genesiscode2026/point-in-time-quant-validator
Manifest: https://x402git.com/api/label/genesiscode2026/point-in-time-quant-validator
Version: https://x402git.com/api/v/genesiscode2026/point-in-time-quant-validator
Artifact sha256: 2a24475341bb4683fdd6f9a20b42495db9f07e4f430c63e4e4c9f4e0fe6e68d6

Later releases cost $29, and never more than the update price in force when you bought. One charge per update, whatever the release cadence.

Sold by genesiscode2026. Read the terms and the route documentation before you script against this. Base URL https://x402git.com.

genesiscode2026/point-in-time-quant-validator · v1.0.0

Security scan report

What this can do

Description self_reported

Readme

Point-in-Time Quant Validation SDK

Core Capabilities

Quick Start

Production Standards

Contents

Dependencies

Releases

Order