Newsletter preparation — Record quality audit + Keyed dataset comparison: Record quality audit + Keyed dataset comparison for supplied newsletter preparation records (completed_items, planned_items). Up to 200 rows; 2 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 2 supplied-data reports for up to 200 rows.

Newsletter preparation — String normalisation + Exact row deduplication: String normalisation + Exact row deduplication for supplied newsletter preparation records (completed_items, planned_items). Up to 200 rows; 2 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 2 supplied-data reports for up to 200 rows.

Newsletter preparation — String normalisation + Trailing mean series: String normalisation + Trailing mean series for supplied newsletter preparation records (completed_items, planned_items). Up to 200 rows; 2 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 2 supplied-data reports for up to 200 rows.

Newsletter preparation — Exact row deduplication + Duplicate key report: Exact row deduplication + Duplicate key report for supplied newsletter preparation records (completed_items, planned_items). Up to 200 rows; 2 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 2 supplied-data reports for up to 200 rows.

Newsletter preparation — Exact row deduplication + Adjacent row changes: Exact row deduplication + Adjacent row changes for supplied newsletter preparation records (completed_items, planned_items). Up to 200 rows; 2 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 2 supplied-data reports for up to 200 rows.

Newsletter preparation — Duplicate key report + Grouped numeric summary: Duplicate key report + Grouped numeric summary for supplied newsletter preparation records (completed_items, planned_items). Up to 200 rows; 2 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 2 supplied-data reports for up to 200 rows.

Newsletter preparation — Duplicate key report + Secondary-measure weighted mean: Duplicate key report + Secondary-measure weighted mean for supplied newsletter preparation records (completed_items, planned_items). Up to 200 rows; 2 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 2 supplied-data reports for up to 200 rows.

Newsletter preparation — Numeric distribution + Secondary-measure weighted mean: Numeric distribution + Secondary-measure weighted mean for supplied newsletter preparation records (completed_items, planned_items). Up to 200 rows; 2 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 2 supplied-data reports for up to 200 rows.

Newsletter preparation — Numeric distribution + Explicit missing-value fill: Numeric distribution + Explicit missing-value fill for supplied newsletter preparation records (completed_items, planned_items). Up to 200 rows; 2 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 2 supplied-data reports for up to 200 rows.

Newsletter preparation — Grouped numeric summary + Numeric row ordering: Grouped numeric summary + Numeric row ordering for supplied newsletter preparation records (completed_items, planned_items). Up to 200 rows; 2 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 2 supplied-data reports for up to 200 rows.

Newsletter preparation — Grouped numeric summary + Date by category pivot: Grouped numeric summary + Date by category pivot for supplied newsletter preparation records (completed_items, planned_items). Up to 200 rows; 2 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 2 supplied-data reports for up to 200 rows.

Newsletter preparation — Category frequencies + Numeric interval filter: Category frequencies + Numeric interval filter for supplied newsletter preparation records (completed_items, planned_items). Up to 200 rows; 2 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 2 supplied-data reports for up to 200 rows.

Newsletter preparation — Category frequencies + Trailing mean series: Category frequencies + Trailing mean series for supplied newsletter preparation records (completed_items, planned_items). Up to 200 rows; 2 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 2 supplied-data reports for up to 200 rows.

Iran News: Sourced Answers and Changes: Ask about Iran news, get recent updates, or compare a previous snapshot. Uses public BBC, Al Jazeera and ACLED headlines/summaries with links and dates. GPT-4o via BlockRun; limited coverage, not independently verified. Check again for updates. Includes insufficient-evidence/no-change results. 0.09 USDC includes one question or update check, up to 8 source summaries.

Prepared Image OCR: Four Languages: Grayscale and contrast-normalise one PNG, then read printed English, French, German or Spanish text with local Tesseract. Up to 600 KB and four million pixels. Returns text, confidence and the prepared image; handwriting and accuracy are not guaranteed. 0.01 USDC includes one bounded document-data report.

Public Page Text and Tall Screenshot: Read a public HTTPS page in local Chromium and return cleaned text, headings, links and a PNG capture up to 1280 by 6000 pixels. Reports clipping and blocked requests. No sign-in, private addresses, POST APIs or access-control bypass. 0.01 USDC includes one bounded web-data report.

Scanned PDF Page OCR: Render and OCR one selected page of a supplied PDF locally, using English, French, German or Spanish. Up to 600 KB and 50 total pages. Returns page text and the rendered PNG. Encrypted or malformed PDFs can be rejected; OCR can be wrong. 0.01 USDC includes one bounded document-data report.

Token Pool Comparison and Snapshot Changes: Compare up to ten reported Base or Solana token pools using free DEX Screener data. Optionally compare with a supplied previous snapshot. Includes timestamps, price range, liquidity and missing values. Prior data is customer supplied; no verified historical, whale or safety claim. 0.01 USDC includes one bounded crypto-data report.

Exa Neural Web Search: Search the web using Exa through BlockRun and return up to five ranked source records. Includes provider identity and retrieval time. Query is sent to Exa via BlockRun. Results may omit snippets or dates; no locale, engine selection or completeness guarantee. 0.04 USDC includes up to five Exa results.

PDF Text Extraction: Extract existing text from the first five pages of one base64 PDF, up to 600 KB and 50 total pages. Returns page numbers, JSON and plain text. No OCR of scanned pages; encrypted PDFs are unsupported. 0.01 USDC includes up to 5 PDF pages.

PDF URL Summary with Source Excerpt: Fetch one public PDF up to 600 KB and summarize up to 3,500 text characters from its first five pages. Returns a short local Qwen3-4B summary, source excerpt and model identity. Up to 50 total pages; no scanned or encrypted PDFs. Review the summary for errors. 0.02 USDC includes one bounded PDF summary.

Public Page Changes with Source Evidence: Read one public HTTPS page and compare its static text with your previous snapshot. Returns added/removed lines, exact quotes for up to 5 search terms, headings, links and a reusable snapshot. Max 12,000 text characters; reports truncation. No login, JavaScript rendering or background monitoring; call again when needed. 0.01 USDC includes one public page, up to 5 terms and one caller-supplied previous snapshot.

Public Webpage Screenshot: Capture a 1280 by 720 PNG screenshot of one public HTTPS page in a fresh Chromium session, plus rendered text and source URL. JavaScript enabled. GET resources only; bounded loading may omit content. No authentication or access-control bypass. 0.01 USDC includes one public webpage.

Public Website Crawl to Markdown: Crawl up to five public HTTPS HTML pages on one origin, following links to depth two. Returns basic markdown, titles, links and skipped-page reasons. Observes robots.txt and crawl delays. Static pages only; 35-second and 8 MB limits. Partial results are identified. 0.01 USDC includes up to 5 static pages on one origin.

Public Webpage Text and Links: Read one public HTTPS HTML or plain-text page. Returns title, headings, up to 12,000 characters of text and 50 links. Static content only; no screenshots, login or JavaScript rendering. Maximum page size 1 MB. 0.01 USDC includes one public webpage.

Isolated Python Code Execution: Run up to 2,000 characters of Python 3.11 code in a temporary Modal sandbox via BlockRun. Up to 20 seconds, 1 CPU and 512 MB. Returns stdout, stderr and exit code. Code runs at the provider; no seller credentials are supplied. Python standard library only; no persistence. 0.04 USDC includes one 20-second Python execution.

Retail Contribution Profit Report: Calculate contribution profit and margins from up to 500 seller-supplied CSV rows of revenue, refunds and explicit costs in GBP, USD or EUR. Returns JSON and CSV. No tax computation, currency conversion or Amazon fee lookup. 0.01 USDC includes up to 500 seller-supplied CSV rows.

Retail Stock and Reorder Plan: Analyse up to 500 seller-supplied CSV rows for stock cover and suggested reorder quantities using sales rate, lead time and safety days. Returns JSON and CSV. Historical-rate calculation; no live retailer access or purchasing. 0.01 USDC includes up to 500 seller-supplied CSV rows.

Retail Listing Readiness Checks: Check up to 500 seller-supplied CSV product rows for missing content, configured title length, ASIN format, GTIN check digits and image URL format. Returns JSON and CSV. Generic checks, not Amazon category compliance or listing approval. 0.01 USDC includes up to 500 seller-supplied CSV rows.

Retail Order Attention Report: Review up to 500 seller-supplied CSV orders for missed shipping or delivery deadlines and inconsistent status timestamps. Returns JSON and CSV. Snapshot analysis in UTC; no live tracking, customer messages or changes to orders. 0.01 USDC includes up to 500 seller-supplied CSV rows.

Retail Sales Period Comparison: Compare two equal periods from up to 500 seller-supplied CSV sales rows. Report net revenue, units, changes and missing dates per SKU. JSON and CSV; no live account access. Descriptive trends, not profit or future sales predictions. 0.01 USDC includes up to 500 seller-supplied CSV rows.

Document Retrieval Evidence Pack: Compare semantic embedding similarity with cross-encoder relevance, then combine their ranks for up to 5 passages. Returns source indices, both scores and a reproducible evidence report. 0.01 USDC includes up to 5 passages.

Change audit: A micro editor config: Audit JSON changes and validate before/after for A micro editor config. Uses a pinned SchemaStore definition on this PC. Reports JSON pointers and rule violations, added/removed/changed paths and introduced/resolved errors. Up to 100 KB per document; no YAML/TOML parsing or deployment/security guarantee. 0.01 USDC includes one two-document change audit.

Validate A micro editor config: Validate a JSON document for A micro editor config. Uses a pinned SchemaStore definition on this PC. Reports JSON pointers and rule violations. Up to 100 KB per document; no YAML/TOML parsing or deployment/security guarantee. 0.01 USDC includes one JSON document validation.

Change audit: ABCClinicalDemandForecast: Audit JSON changes and validate before/after for ABCClinicalDemandForecast. Uses a pinned SchemaStore definition on this PC. Reports JSON pointers and rule violations, added/removed/changed paths and introduced/resolved errors. Up to 100 KB per document; no YAML/TOML parsing or deployment/security guarantee. 0.01 USDC includes one two-document change audit.

Validate ABCClinicalDemandForecast: Validate a JSON document for ABCClinicalDemandForecast. Uses a pinned SchemaStore definition on this PC. Reports JSON pointers and rule violations. Up to 100 KB per document; no YAML/TOML parsing or deployment/security guarantee. 0.01 USDC includes one JSON document validation.

Change audit: ABCInventoryModuleData: Audit JSON changes and validate before/after for ABCInventoryModuleData. Uses a pinned SchemaStore definition on this PC. Reports JSON pointers and rule violations, added/removed/changed paths and introduced/resolved errors. Up to 100 KB per document; no YAML/TOML parsing or deployment/security guarantee. 0.01 USDC includes one two-document change audit.

Validate ABCInventoryModuleData: Validate a JSON document for ABCInventoryModuleData. Uses a pinned SchemaStore definition on this PC. Reports JSON pointers and rule violations. Up to 100 KB per document; no YAML/TOML parsing or deployment/security guarantee. 0.01 USDC includes one JSON document validation.

Change audit: ABCSupplyPlan: Audit JSON changes and validate before/after for ABCSupplyPlan. Uses a pinned SchemaStore definition on this PC. Reports JSON pointers and rule violations, added/removed/changed paths and introduced/resolved errors. Up to 100 KB per document; no YAML/TOML parsing or deployment/security guarantee. 0.01 USDC includes one two-document change audit.

Validate ABCSupplyPlan: Validate a JSON document for ABCSupplyPlan. Uses a pinned SchemaStore definition on this PC. Reports JSON pointers and rule violations. Up to 100 KB per document; no YAML/TOML parsing or deployment/security guarantee. 0.01 USDC includes one JSON document validation.

Change audit: abtop: Audit JSON changes and validate before/after for abtop. Uses a pinned SchemaStore definition on this PC. Reports JSON pointers and rule violations, added/removed/changed paths and introduced/resolved errors. Up to 100 KB per document; no YAML/TOML parsing or deployment/security guarantee. 0.01 USDC includes one two-document change audit.

Validate abtop: Validate a JSON document for abtop. Uses a pinned SchemaStore definition on this PC. Reports JSON pointers and rule violations. Up to 100 KB per document; no YAML/TOML parsing or deployment/security guarantee. 0.01 USDC includes one JSON document validation.

Change audit: act3: Audit JSON changes and validate before/after for act3. Uses a pinned SchemaStore definition on this PC. Reports JSON pointers and rule violations, added/removed/changed paths and introduced/resolved errors. Up to 100 KB per document; no YAML/TOML parsing or deployment/security guarantee. 0.01 USDC includes one two-document change audit.

Validate act3: Validate a JSON document for act3. Uses a pinned SchemaStore definition on this PC. Reports JSON pointers and rule violations. Up to 100 KB per document; no YAML/TOML parsing or deployment/security guarantee. 0.01 USDC includes one JSON document validation.

Change audit: actionlint: Audit JSON changes and validate before/after for actionlint. Uses a pinned SchemaStore definition on this PC. Reports JSON pointers and rule violations, added/removed/changed paths and introduced/resolved errors. Up to 100 KB per document; no YAML/TOML parsing or deployment/security guarantee. 0.01 USDC includes one two-document change audit.

Validate actionlint: Validate a JSON document for actionlint. Uses a pinned SchemaStore definition on this PC. Reports JSON pointers and rule violations. Up to 100 KB per document; no YAML/TOML parsing or deployment/security guarantee. 0.01 USDC includes one JSON document validation.

Change audit: Adobe UXP Manifest: Audit JSON changes and validate before/after for Adobe UXP Manifest. Uses a pinned SchemaStore definition on this PC. Reports JSON pointers and rule violations, added/removed/changed paths and introduced/resolved errors. Up to 100 KB per document; no YAML/TOML parsing or deployment/security guarantee. 0.01 USDC includes one two-document change audit.

Validate Adobe UXP Manifest: Validate a JSON document for Adobe UXP Manifest. Uses a pinned SchemaStore definition on this PC. Reports JSON pointers and rule violations. Up to 100 KB per document; no YAML/TOML parsing or deployment/security guarantee. 0.01 USDC includes one JSON document validation.

Change audit: .agripparc.json: Audit JSON changes and validate before/after for .agripparc.json. Uses a pinned SchemaStore definition on this PC. Reports JSON pointers and rule violations, added/removed/changed paths and introduced/resolved errors. Up to 100 KB per document; no YAML/TOML parsing or deployment/security guarantee. 0.01 USDC includes one two-document change audit.

Validate .agripparc.json: Validate a JSON document for .agripparc.json. Uses a pinned SchemaStore definition on this PC. Reports JSON pointers and rule violations. Up to 100 KB per document; no YAML/TOML parsing or deployment/security guarantee. 0.01 USDC includes one JSON document validation.