BountyVerdict Agent Decision Tools

io.github.Mimirs402由 GitHub 帳號 Mimirs402 發布v1.1.26更新於 Nov 2, 2026

Free selector plus read-only GitHub bounty, agent harness, Actions, flake, and MCP drift decisions.

已驗證Streamable HTTP可網頁執行開發者工具安全與監控

概覽

AI 產生的概覽

遠端 MCP 伺服器,提供免費選擇器,以及按次付費、唯讀的 GitHub 懸賞、CI 失敗、代理指令與 MCP 工具漂移判定。

可以做什麼
  • 用免費選擇器把任務導向合適的判定工具,回傳工具、價格、範例與所需輸入
  • 比較公開 GitHub 懸賞,可單筆評估或輸出排序組合
  • 診斷失敗的 GitHub Actions 執行,並判斷失敗是偶發還是重複發生
  • 稽核儲存庫代理指令檔與第三方技能目錄,且不執行其中程式碼
  • 檢查 MCP tools/list 結構變更是否會破壞代理
適用情境
適合自主編碼代理或開發者,在開始懸賞、重試失敗的 CI、安裝第三方技能或升級 MCP 伺服器之前,取得有範圍、唯讀的參考判斷。
執行需求
需要遠端 Streamable HTTP 端點;不需帳號或 API 金鑰。付費判定需要支援 x402 的用戶端與另行授權的 Base USDC 錢包;一般主機可使用未付費回應中附帶的交接流程。公開 GitHub 資料經 GitHub API 讀取,受匿名速率限制影響。
安裝前請注意
七個工具中有六個按次以 Base USDC 付費(約 0.02 至 0.40 美元,另提及 1.05 美元月租方案),涉及錢包與付款授權;未簽章的呼叫僅為付款預覽。結果僅供參考:VIABLE 懸賞判定不等於可以開始寫程式,任何判定都不保證被接受或獲得報酬。請求會送往第三方託管服務。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 BountyVerdict Agent Decision Tools,將其新增到工作區。
  2. 為需要使用其工具的對話啟用該服務。

Web executable,透過 Streamable HTTP。 遠端服務在工作區中設定後即可從網頁執行環境執行。

交給代理程式安裝

把這段提示詞貼上到 Claude Code、Codex、Cursor 等代理程式,或 SourceWeft 對話中。代理程式會讀取該伺服器的安裝指南,先向你展示發布者、端點和登入方式,經你同意後再把它新增到你的客戶端。金鑰不會寫進任何命令。

閱讀 https://sourceweft.com/mcp/io.github.Mimirs402%2Fbountyverdict/install.md,並按其中說明把這個 MCP 伺服器接入我的客戶端。修改任何設定之前,先告訴我它的發布者、端點和登入方式,等我確認。不要把 API 金鑰寫進命令或我會提交的檔案;問我金鑰應從哪裡取得。

檢視代理程式所依據的安裝指南

其他 MCP 客戶端

把它新增到你客戶端的 mcpServers 設定中。

{
  "mcpServers": {
    "bountyverdict-agent-decision-tools": {
      "type": "http",
      "url": "https://bountyverdict-agent-production.mimirslab.workers.dev/mcp?source=mcp-registry"
    }
  }
}

README

BountyVerdict — GitHub Actions Diagnosis & Agent Skills

[CI] [skills.sh placement]

[Install BountyVerdict MCP in VS Code]

The button adds one free selector and six paid decision tools to VS Code. The selector deterministically returns the exact paid tool, price, sample, and required input without producing a verdict or requesting payment. Paid calls still require a separately authorized x402 wallet; installing, listing, or using the selector does not charge anything.

Payment quickstart: inspect and cap an x402 payment, or follow the MCP paid-call handoff. Installing the skill, listing tools, and using the selector are free.

Seven paid, bounded decision APIs for autonomous coding agents, available as installable Agent Skills and a remote Model Context Protocol (MCP) server. Diagnose a failed GitHub Actions run, decide whether a failure is flaky, audit a third-party skill, check an agent instruction stack, compare GitHub bounties, or gate an MCP server upgrade. No account or API key is required; successful results are paid in Base USDC through x402.

Install the router that selects the narrowest check and applies its payment safeguards:

bash
npx skills add Mimirs402/bountyverdict --skill route-github-agent-checks -y

GitHub Copilot CLI can install the repository as a plugin without a separate marketplace setup:

bash
copilot plugin install Mimirs402/bountyverdict

That plugin exposes the five task-specific public GitHub, CI, and MCP workflow skills. SkillVerdict and the broad router remain separate least-privilege installs.

Then ask, for example:

  • “Why did this public GitHub Actions workflow fail, and what should I do next?”
  • “Will this MCP tools/list schema change break my agent after the server upgrade?”
DecisionProductPriceGuarded skill
Is one public GitHub bounty still worth pursuing?BountyVerdict$0.05preflight-github-bounties
Which of 8–10 bounties is best, or do I need one ranked response for 2–7?Portfolio$0.40preflight-github-bounties
Are repository agent instructions reliable?HarnessVerdict$0.03audit-agent-harness
Is a third-party SKILL.md safe to install?SkillVerdict$0.06preflight-agent-skills
Why did this workflow run fail?RunVerdict$0.04diagnose-github-actions
Is this failure flaky: retry once or fix it?FlakeVerdict$0.07classify-github-flakes
Will an MCP tool-catalog change break the agent?MCPDriftVerdict$0.02check-mcp-tool-drift

Task-specific skills are the least-privilege path. Install all seven only when needed with npx skills add Mimirs402/bountyverdict --skill '*' -y.

For the seven-tool remote MCP surface, install the task-first marketplace adapter directly from its public repository while directory indexing is pending:

bash
npx skills add Mimirs402/bountyverdict-mcp-skill --skill route-github-agent-decisions

That adapter routes GitHub bounty, repository-readiness, GitHub Actions, flaky-retry, and MCP schema-drift requests to one exact tool, keeps SkillVerdict excluded, and uses a coarse source marker without storing prompts, tool arguments, or caller identities. A valid unsigned call is only a free payment preview; an x402-aware client must separately authorize the exact Base USDC amount before receiving a verdict.

MCP-compatible agents can instead connect to the production Streamable HTTP server at https://bountyverdict-agent-production.mimirslab.workers.dev/mcp. It exposes the free choose_github_agent_decision selector plus six real paid tools matching the independently distributed products; SkillVerdict remains excluded from this channel. Call the selector with {} for a compact six-tool catalog, or provide its existing exact task fields for one economical route. The catalog includes natural tasks, exact prices, required fields, free samples, and an explicit guarantee that the first valid unsigned quote cannot charge. tools/list publishes task-selection boundaries, canonical input patterns, and compact machine-readable success contracts covering each verdict or action and its reuse rule. Invalid input is rejected before payment, while a valid selected paid tool returns an exact x402 USDC requirement. The canonical official Registry contract is server.json under io.github.Mimirs402/bountyverdict; source, support, and new installs are owned by Mimir's Lab. The payment challenge temporarily also publishes the former handoff-extension key so already-installed clients continue to work during migration.

Use the client-specific llms-install.md guide for Codex, Claude, Gemini, VS Code, Cursor, Cline, and Kilo, or open the HTTPS one-click VS Code and Cursor MCP installers. A remote MCP connection does not itself provide a wallet: direct automatic settlement requires an x402-aware MCP client, while standard hosts can use the versioned exact-HTTP handoff included in every valid unpaid tool response with a separately authorized x402 wallet.

Agentic Resource Discovery crawlers can ingest the origin-owned ai-catalog.json. It advertises the existing MCP server with six unbranded representative buyer queries for semantic retrieval; catalog fetches are measured separately from tool calls, payments, and purchases.

For the broad CI use case, the crawlable GitHub Actions Failure Diagnosis MCP Server guide compares the root-cause and flaky-retry tools, leads with the source-marked routing-adapter install, and publishes exact prices, free samples, typed outputs, and the mutation boundary.

Inspect before paying

Every product has a free sample, a machine-readable OpenAPI contract, a declared price, and a successful-result service_reuse rule. Invalid inputs and upstream failures are not settled. Start with the agent page, agent-manifest.json, the production openapi.json, or the remote MCP server above.

The bounty samples are captured from real public issues rather than invented fixtures: the single-check sample rejects an assigned, withdrawn, and maintainer-rejected TypeORM bounty, while the portfolio sample refuses to recommend either it or an open but already-assigned Tenstorrent $1,500 bounty. Use the $0.05 single check for one candidate; the fixed $0.40 portfolio is economical for 8–10 candidates or when one ranked, partial-failure-aware response materially simplifies the workflow.

The 2026-07-22 owner-run field test evaluated 24 live-looking bounties and found no safe immediate start. Its initial 21 AVOID / 3 CAUTION result exposed missed slash-claim and comment-linked-PR competition signals; after the tested fix, the same set closed at 23 AVOID / 1 CAUTION / 0 VIABLE. This benchmark proves avoided duplicate work, not customer demand, purchase conversion, or payout success; a positive VIABLE → accepted → paid case remains an explicit evidence gap.

The seven contracts are continuously checked in production. Coinbase Bazaar currently merchant-indexes six resources. All seven products, including SkillVerdict, are available through the402, NEAR Agent Market, and PayanAgent with exact marketplace-specific schemas and automated fulfillment. The current the402 monthly bundle covers all seven services at $1.05 for up to 20 combined requests. Owner-funded proofs are excluded from customer revenue.

For the strongest current buyer-intent fit, inspect the free SkillVerdict sample and the task-specific preflight-agent-skills workflow. It audits the entire commit-pinned public skill directory without executing it; the paid verdict costs $0.06.

HarnessVerdict pins the repository default branch to an immutable commit and audits recognized AGENTS.md, CLAUDE.md, GEMINI.md, Copilot, Cursor, and SKILL.md surfaces without cloning or executing repository code. It reports evidence-linked path, scope, portability, context-budget, skill-frontmatter, and secret-like-material findings.

SkillVerdict pins and statically scans a requested public skill directory without executing it. It combines high-confidence dangerous-pattern checks with repository context, capability disclosure, external-domain inventory, secret redaction, and explicit coverage to reduce both missed supply-chain hazards and naive false positives.

RunVerdict reads exact-attempt job metadata and bounded failed-job logs without executing or rerunning code. It separates primary failures from aggregate-result jobs, redacts secret-like excerpts, classifies root-cause families, and recommends whether to fix, investigate, wait, or retry.

FlakeVerdict compares a completed public GitHub Actions failure with other attempts of the same run, same-commit outcomes, and up to 12 earlier comparable workflow runs. It scans at most 8 selected failed-job logs and 4 MiB of log data, never executes repository code, and never triggers, reruns, cancels, approves, or otherwise mutates CI. Its six typed outcomes are CONFIRMED_FLAKE, LIKELY_FLAKE, RECURRING_FAILURE, NEW_FAILURE, INCONCLUSIVE, and NOT_FAILED; only a current CONFIRMED_FLAKE can recommend one retry.

Agents can inspect the free FlakeVerdict sample and use the guarded classify-github-flakes skill. Every successful result carries this reuse rule: call FlakeVerdict for every completed public GitHub Actions failure before spending a retry; reuse the result only for its exact run ID and attempt, and call again after a new attempt appears.

MCPDriftVerdict accepts two complete inline MCP 2025-11-25 tools/list snapshots, canonicalizes and hashes them, proves only a conservative JSON Schema 2020-12 compatibility subset, reverses variance for outputs, and flags tool removals, model-facing metadata changes, task-mode breaks, and declared safety-hint regressions. It validates and computes the whole verdict before x402 settlement and never connects to an MCP server, fetches catalog URLs, invokes tools, or follows catalog instructions. Agents can inspect the free sample and guarded check-mcp-tool-drift skill.

See agent/README.md for the protocol, local verification, and deployment configuration.

The launch prices and differentiation are grounded in a live Bazaar comparison documented in docs/MARKET_VALIDATION.md. Agents and crawlers can read llms.txt before deciding whether a product is relevant.

Review the public security policy and privacy/data-handling disclosure before submitting data or authorizing payment. Vulnerabilities can be reported privately through GitHub without opening a public issue.

Free human bounty checker

Visit BountyVerdict and paste a public GitHub issue URL. The browser makes read-only requests directly to GitHub's public API without an account, backend, analytics, or data storage. It checks canonical/transferred issue state, assignments, explicit soft locks, authenticated GitHub App bounty and claim comments, reward provenance, rewarded labels, competing pull requests, failed-attempt swarms, maintainer rejection, and reward-withdrawal language. It does not automatically access Algora's web service. Every important result links to public evidence; no result guarantees a reward, acceptance, merge, or payment.

Run locally

bash
npm run serve

Open http://localhost:4174.

Test

bash
npm test

Method and limits

The score is deliberately conservative and deterministic. BountyVerdict reads the first comment page plus up to two newest comment pages, and up to four bounded timeline pages. It reports total/scanned counts and truncation, and truncated evidence can never produce a VIABLE verdict. Anonymous GitHub API rate limits apply.

Treat a VIABLE verdict as permission to investigate further—not permission to start coding. Reproduce the issue, read contribution and AI-use policies, confirm reward terms and payout eligibility, and establish acceptance criteria first.

License

MIT

來源:README.md,提交 328833a

工具

0
SourceWeft 尚未讀取此伺服器的工具。

版本歷史

1
  1. v1.1.26最新Sep 16, 2026

評分

已滿足適用檢查項的 85%

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