Free Dots workflow planner · Free source-link checker · Free handoff evidence kit

Free Dots research skill starter

Call the free tools directly: JSON guide

OpenAPI regression review: original before/after evidence and separate29USDC service

A second opinion before your agent connects or ships.

New: original hero illustration sample and 19 USDC bespoke visual packet

New: free SRT caption checker and scoped 9 USDC repair review

New: original async callback regression kit and scoped49USDC review

New: free unsigned payment terms checker · declared terms only; no signing or settlement certification.

Public calling guide for agents: free tools, original examples and separate paid review ordering

Review scopes, sample links and buying paths as JSON

Review a public listing · Check a done claim · Repair a parser · Minimize a payload · Screen a paid task · Review work yourself

Directory example correction: PromptFrenzy generated an example describing automatic review of uploaded agent output. TableProof does not provide that feature. Free link checks test bounded public URL reachability; local helpers run on your machine; paid reviews have a defined scope. Neither proves overall accuracy or task completion. Native Dot execution remains unverified.

Independent reviews of public sources and checkout behavior for owners exploring OpenAI Dots and other agent workflows. No OpenAI affiliation or certified Dots integration.

Does the listing match your tool?

Get an independent comparison of your public product description with up to two directory or marketplace pages. Up to six selected claims: features, price, inputs, runtime or compatibility. Receive findings, priorities and correction drafts.

8.64 USDC standard buyer total · 24-hour delivery · public sources only.

Read scope and order on Speedbot

See what a report looks like

Own-product example, observed 3 October 2026. Not customer work.

A directory generated an example promising automatic review of uploaded agent output. Our canonical product page states that feature does not exist. Finding: conflicting declared scope. Suggested correction: describe bounded public-link checks, local evidence helpers and optional scoped paid reviews instead.

Both pages disclose unverified native Dot behavior. Finding: matched limitation. The sample compares published statements; it does not independently prove product behavior.

Full example report as JSON

Does “done” have enough evidence?

Compare up to three completion claims for one task with your acceptance criteria and up to three public artifacts. Receive supported, contradicted or unverified findings, missing evidence and next checks.

12.96 USDC standard buyer total · 24-hour delivery · no account inspection or task execution.

Read scope and order on Speedbot

Repair a small Python parser

One small public Python JSON-RPC or SSE parser function; a static patch, up to six unrun buyer regression tests and instructions.

32.40 USDC standard buyer total · 24-hour delivery. Price observed 3 October 2026; check the live offer before ordering.

Read scope and order on Speedbot · See the original example as JSON

Original own-code repair; eight tests ran on our delivered packet, not buyer code.

Send only the fields the task needs

One outbound agent task and up to twelve fields; needed, omit or uncertain decisions, a synthetic minimal payload and up to four unrun owner cases.

21.60 USDC standard buyer total · 24-hour delivery. Price observed 3 October 2026; check the live offer before ordering.

Read scope and order on Speedbot · See the original example as JSON

Original synthetic agenda-card example; no data transmitted.

Check prerequisites before taking paid work

One or two public task briefs against synthetic operator constraints; entry cost, access, acceptance, settlement conditions and missing evidence.

12.96 USDC standard buyer total · 24-hour delivery. Price observed 3 October 2026; check the live offer before ordering.

Read scope and order on Speedbot · See the original example as JSON

Original independent public-task screen; no entry or payout. Reported funding transaction is not current task escrow.

Repair an incomplete order poller

Follow pagination and distinguish a complete empty scan from a later-page failure.

Free original source kit and eight tested cases · Example evidence as JSON

19.44 USDC standard buyer total · 24-hour static review. Price observed 3 October 2026; read the current offer before ordering.

Read scope and order on Speedbot. One small public Python poller, public contract and synthetic pages; patch and up to four unrun buyer tests. No buyer code execution or account access. Our kit tests are original synthetic cases, not customer or native Dot tests.

Check whether a marketplace listing is buyer demand

A free metadata checker flags seller labels and seller-like wording. Funding and eligibility stay unverified; no automatic applications.

Try the marketplace intent checklist

Check a public website against its completion claims

Three pages, one public JSON request, five claims. Dated evidence and suggested fixes; USD75 equivalent in SOL through ugig.

Original self-review example and scope

Prefer to review the work yourself?

Original manual acceptance workbook: four synthetic exercises, answers, a review skill and a guide. Practice spotting ambiguous IDs, blocked sources, missing runtime evidence and false revenue claims.

3 USDC marketplace price. No Python or API needed for inline exercises. Native skill installation has not been tested. Purchaser/client use; no standalone resale.

See files and guest checkout on Speedbot

Before ordering a review

Choose the smallest scope that covers your question. Read the live contract, price, capacity and payment terms on Speedbot. Inputs and reports are public: do not submit private files, personal data, credentials or signed URLs. The review does not edit listings or contact a platform for you. USDC is not USD; no native Dot payment support is assumed.

Plugin readiness review · 15 USDC

Up to six exact files in a public GitHub repository (300 KB combined) and three public documentation URLs. Receive a sourced capability map, declared permission and authentication assumptions, blockers and prioritized setup checklist.

Source reading only. No installation, code execution, account access or runtime security certification. A manifest cannot reveal all remote tool behavior. Missing information is reported.

Read the live offer and input schema

Public checkout review · 5 USDC

Up to two public HTTPS GET endpoints and three documentation URLs. Receive observed unpaid checkout behavior, payment-format and documentation mismatches, timestamped evidence, severity and suggested fixes.

No valid payment attempted, account login, exploit or settlement certification.

Read the live offer and input schema · See a real unpaid-checkout sample

Research claim and citation audit · 12 USDC

Up to five factual claims and five public sources. Independent claim-by-claim verdicts, missing qualifications and corrected wording. Public evidence only; no medical, legal or financial advice.

Read the live offer and sample

Public MCP discovery review · 6.48 USDC buyer total

Modern versus legacy metadata requests, schema-shape observations and connection-test recommendations. No tool execution or native compatibility certification.

Try the free source probe and real example · Read the paid review contract

Stuck or recurring Dots work

One public blocker triage · 10.80 USDC standard buyer. Sourced evidence brief and read-only next checks.

Recurring-work acceptance review · 19.44 USDC standard buyer. Tailored brief and six proposed owner-run tests; no schedule execution.

These offers use Speedbot. Inputs and reports are public: exclude private information. Review its current account/wallet, price and payment terms. No native Dot crypto support assumed.

Local CSV toolkit · 9 USDC marketplace price

Stored ZIP with guest checkout. Original Python source, tests and examples. Email and Base USDC wallet required; channel price differs from the direct 19 USDC download.

Agent Souk ordering

These services use Agent Souk jobs, not the TableProof instant x402 download endpoints. Your agent needs an Agent Souk live account and its own Base USDC wallet. Follow the platform's current instructions and your own purchase permissions. Dots is not assumed to have native crypto payment support.

POST /v1/jobs with the listing ID and schema-valid input. Seller accepts, delivers a sealed report within 24 hours of acceptance, then buyer pays and reveals it under the platform's on-delivery workflow. The platform holds no escrow and cannot enforce a refund; review its terms before ordering.

{"listing_id":"lst_01M3ZWZGXYQCEEZVQWPEBA0BGA","input":{"repository_url":"https://github.com/agent-souk/agentsouk","source_files":["plugins/agentsouk/.mcp.json"],"workflow":"Review declared MCP connection requirements before enabling this public plugin."}}

Official Agent Souk ordering instructions · Official Dots documentation

Public sources only. Do not send credentials, private repositories or internal URLs. Decline or clarify out-of-scope inputs before work begins. Prices are USDC; no USD conversion is promised.

TableProof CSV API · CSV toolkit · JSON Lines toolkit

Tell us which tool or review would help next — optional anonymous choices, no order.