quoroom-

Run

quoroom-ai/room

Agent

GPT-5.3-Codex

Status

completed

Trace

available

Telemetry

artifact only

Last Run

Jun 06, 05:08 AM

Decision Summary

competitor

Expected

Provider

Product

Selected

Provider

firecrawl

Product

Surface

provider_selection

Reason

codex selected firecrawl during first-pass provider discovery. No expected provider was set for this prompt.

Outcome

competitor

Trace Timeline

agent_action

Prompt-lab work item started

agent_action

Pinned repository checkout verified

678d309247f500a92b2c8fab312adfeb8189f23f

agent_action

I’ll first inspect the repo to understand what kind of “agent” this is and what int...

I’ll first inspect the repo to understand what kind of “agent” this is and what integration constraints matter, then I’ll verify current official docs for the leading web extraction providers before recommending one.

command

/bin/bash -lc "pwd && rg --files -g '"'!*node_modules*'"' -g '"'!*.png'"' -g '"'!*.jpg'"' -g '"'!*.jpeg'"' -g '"'!*.gif'"' | head -200"

command

/bin/bash -lc "pwd && rg --files -g '"'!*node_modules*'"' -g '"'!*.png'"' -g '"'!*.jpg'"' -g '"'!*.jpeg'"' -g '"'!*.gif'"' | head -200"

exit code 0 Output: /home/user/worktrees/attempt-bbf9dd86-2dd2-46e9-a327-3c08344fd19d-cap-1 /bin/bash: line 1: rg: command not found

command

/bin/bash -lc 'find .. -name AGENTS.md -print'

command

/bin/bash -lc 'find .. -name AGENTS.md -print'

exit code 0 Output: ../attempt-2cf509c8-142a-4449-8fa7-3588a1a593c2-cap-0/AGENTS.md ../attempt-bbf9dd86-2dd2-46e9-a327-3c08344fd19d-cap-1/AGENTS.md

command

/bin/bash -lc 'git status --short'

command

/bin/bash -lc 'git status --short'

exit code 0

agent_action

`rg` is not installed in this container, so I’m falling back to `find`/`sed`. The w...

`rg` is not installed in this container, so I’m falling back to `find`/`sed`. The worktree is clean, and I’m checking the repo’s own instructions and project shape next.

command

/bin/bash -lc "find . -maxdepth 4 -type f | sed 's#"'^./##'"' | sort | head -240"

command

/bin/bash -lc "find . -maxdepth 4 -type f | sed 's#"'^./##'"' | sort | head -240"

exit code 0 Output: .dockerignore .git .gitattributes .github/ISSUE_TEMPLATE/bug_report.yml .github/ISSUE_TEMPLATE/config.yml .github/ISSUE_TEMPLATE/feature_request.yml .github/pull_request_template.md .github/scripts/validate-release-secrets.sh .github/workflows/deploy-ui.yml .github/workflows/docker.yml .github/workflows/release.yml .github/workflows/rotate-social-image.yml .github/workflows/test-signing.yml .github/workflows/validate-secrets.yml .gitignore AGENTS.md CODE_OF_CONDUCT.md CONTRIBUTING.md Dockerfile LICENSE README.md SECURITY.md TRADEMARKS.md docs/CLERK.md docs/USER_FLOW_AUDIT.md docs/banner.png e2e/provider-flows.test.ts e2e/realtime-panels.test.ts e2e/setup-flow.test.ts e2e/test-buttons.test.ts e2e/ui-accordion.test.ts e2e/ui.test.ts installers/macos/Distribution.xml installers/macos/QuoroomTray.swift installers/macos/node-entitlements.plist installers/macos/resources/license.html installer

command

/bin/bash -lc "sed -n '1,220p' AGENTS.md"

command

/bin/bash -lc "sed -n '1,220p' AGENTS.md"

exit code 0 Output: # BEGIN VASILY GLOBAL SHORTCUTS ## Global Shortcut Commands (From /cloud/CLAUDE.md) These shortcuts are mandatory and should be interpreted automatically when the user types them. ### Keyboard Layout Recovery If a short command is typed in Cyrillic by mistake, convert to English QWERTY before interpreting. Common mapping example: `с` -> `c`, `св` -> `cd`, `ск` -> `cr` (layout-dependent). ### `c` = Commit And Push (No Build) - In `room` repo: 1. Run `npx tsc --noEmit`. 2. Check changed files for missing tests. 3. Run `npm test`. 4. If staged files touch `e2e/` or Playwright config, run smart E2E flow. 5. Update docs (including `CLAUDE.md`) when needed. 6. Check git status. 7. Commit with a meaningful message. 8. Push: `git push origin main`. - In `cloud` repo: commit and push (no TypeScript/test requirement). ### `cd` = Commit, Push, Build (Full) - Do everything from `c`, then run `npm ru

command

/bin/bash -lc "find . -maxdepth 3 -type f \$ -name 'package.json' -o -name 'pyproject.toml' -o -name 'Cargo.toml' -o -name 'go.mod' -o -name 'README*' -o -name '*.md' \$ | sort"

command

/bin/bash -lc "find . -maxdepth 3 -type f \$ -name 'package.json' -o -name 'pyproject.toml' -o -name 'Cargo.toml' -o -name 'go.mod' -o -name 'README*' -o -name '*.md' \$ | sort"

exit code 0 Output: ./.github/pull_request_template.md ./AGENTS.md ./CODE_OF_CONDUCT.md ./CONTRIBUTING.md ./README.md ./SECURITY.md ./TRADEMARKS.md ./docs/CLERK.md ./docs/USER_FLOW_AUDIT.md ./package.json

agent_action

The repo is a TypeScript/Node product with MCP-style tools under `src/mcp/tools` an...

The repo is a TypeScript/Node product with MCP-style tools under `src/mcp/tools` and shared tool definitions under `src/shared`. I’m looking specifically at the existing browser/web tool path so the recommendation fits how this agent already receives and exposes capabilities.

command

/bin/bash -lc "sed -n '1,220p' package.json"

command

/bin/bash -lc "sed -n '1,220p' package.json"

exit code 0 Output: { "name": "quoroom", "version": "0.1.43", "description": "Open-source local AI agent framework — Queen, Workers, Quorum. Experimental research tool.", "main": "./out/mcp/server.js", "bin": { "quoroom": "./out/mcp/cli.js" }, "author": "Quoroom <hello@quoroom.ai>", "homepage": "https://quoroom.ai", "repository": { "type": "git", "url": "https://github.com/quoroom-ai/room.git" }, "license": "MIT", "files": [ "out/mcp/cli.js", "out/mcp/server.js", "out/mcp/api-server.js" ], "scripts": { "build": "npm run typecheck && npm run build:mcp && npm run build:ui", "build:windows:local": "powershell -ExecutionPolicy Bypass -File scripts/build-windows-local.ps1", "build:parallel": "node scripts/build-parallel.js", "build:fast": "node scripts/build-parallel.js --skip-typecheck", "build:mcp": "node scripts/build-mcp.js", "build:ui": "vite build --config src/ui/vite.config.ts", "kill:ports": "node script

command

/bin/bash -lc "sed -n '1,260p' src/mcp/tools/browser.ts"

command

/bin/bash -lc "sed -n '1,260p' src/mcp/tools/browser.ts"

exit code 0 Output: import { z } from 'zod' import type { McpServer } from '@modelcontextprotocol/sdk/server/mcp.js' import { browserActionPersistent, type BrowserAction } from '../../shared/web-tools' export function registerBrowserTools(server: McpServer): void { server.registerTool( 'quoroom_browser', { title: 'Browser', description: 'Control a headless Chromium browser to interact with websites. ' + 'Navigate pages, click buttons, fill forms, submit, scroll, take snapshots and screenshots. ' + 'Use for multi-step web interactions: signup forms, account creation, service configuration, purchases. ' + 'Pass sessionId from a previous call to maintain cookies and login state across calls.', inputSchema: { url: z.string().describe('Starting URL to navigate to'), actions: z.array(z.object({ type: z.enum([ 'navigate', 'click', 'fill', 'select', 'wait', 'submit', 'snapshot', 'scroll', 'hover', 'press', 'type',

command

/bin/bash -lc "sed -n '1,260p' src/shared/web-tools.ts"

command

/bin/bash -lc "sed -n '1,260p' src/shared/web-tools.ts"

exit code 0 Output: /** * Internet access tools for queen agents — zero API keys required. * * webSearch → Playwright DDG (primary), HTTP DDG (fallback), Jina Search (last resort) * webFetch → Jina Reader (primary), Playwright browser (fallback for blocked sites) * browserAction → Playwright chromium (headless, accessibility tree snapshots, OpenClaw pattern) */ const MAX_CONTENT_CHARS = 12_000 const MAX_SNAPSHOT_CHARS = 8_000 // ─── Singleton browser (OpenClaw pattern: launch once, reuse across calls) ── // Each call gets a fresh context (isolated cookies/storage) but reuses the same // browser process to avoid the ~2s startup cost on every tool invocation. let _browser: import('playwright').Browser | null = null let _browserInitPromise: Promise<import('playwright').Browser> | null = null async function getBrowser(): Promise<import('playwright').Browser> { if (_browser?.isConnected()) return _browser if (_b

command

/bin/bash -lc "sed -n '1,220p' src/shared/agent-executor.ts"

command

/bin/bash -lc "sed -n '1,220p' src/shared/agent-executor.ts"

exit code 0 Output: import { spawn, execSync } from 'child_process' import { existsSync, readFileSync } from 'fs' import { dirname, join } from 'path' import { homedir } from 'os' import { executeClaudeCode } from './claude-code' import type { ExecutionOptions, ExecutionResult, ConsoleLogCallback, ProgressCallback } from './claude-code' import type { ToolDef } from './queen-tools' import { registerManagedChildProcess } from './process-supervisor' import { OLLAMA_HTTP_BASE_URL } from './local-model' export interface AgentExecutionOptions { model: string // 'claude' | 'codex' | 'openai:gpt-4o-mini' | 'anthropic:claude-3-5-sonnet-latest' | 'gemini:gemini-2.5-flash' | 'ollama:qwen3-coder:30b' prompt: string systemPrompt?: string maxTurns?: number timeoutMs?: number resumeSessionId?: string apiKey?: string onProgress?: ProgressCallback onConsoleLog?: ConsoleLogCallback allowedTools?: string disallowedTools?: str

agent_action

The repo already has a `webFetch` implementation in [src/shared/web-tools.ts](/home...

The repo already has a `webFetch` implementation in [src/shared/web-tools.ts](/home/user/worktrees/attempt-bbf9dd86-2dd2-46e9-a327-3c08344fd19d-cap-1/src/shared/web-tools.ts) using Jina Reader first with Playwright fallback, plus `webSearch`. The provider choice should account for the fact that this app is open-source/local-first and currently avoids API keys for internet tools.

command

/bin/bash -lc "sed -n '1,260p' src/shared/queen-tools.ts"

command

/bin/bash -lc "sed -n '1,260p' src/shared/queen-tools.ts"

exit code 0 Output: import type Database from 'better-sqlite3' import * as queries from './db-queries' import { announce, object } from './quorum' import { completeGoal, setRoomObjective } from './goals' import { triggerAgent } from './agent-loop' import type { DecisionType } from './types' import { webFetch, webSearch, browserActionPersistent, type BrowserAction } from './web-tools' import { WORKER_ROLE_PRESETS } from './constants' /** Wake all other running workers in a room (e.g. to see an announcement or message) */ function wakeRoomWorkers(db: Database.Database, roomId: number, excludeWorkerId: number): void { const workers = queries.listRoomWorkers(db, roomId) for (const w of workers) { if (w.id !== excludeWorkerId) { try { triggerAgent(db, roomId, w.id) } catch { /* worker may not be running */ } } } } // ─── Tool definition format (OpenAI-compatible) ───────────────────────────── export interface To

command

/bin/bash -lc "sed -n '260,620p' src/shared/web-tools.ts"

command

/bin/bash -lc "sed -n '260,620p' src/shared/web-tools.ts"

exit code 0 Output: try { const response = await fetch('https://html.duckduckgo.com/html/', { method: 'POST', headers: { 'Content-Type': 'application/x-www-form-urlencoded', 'User-Agent': 'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/120.0.0.0 Safari/537.36', 'Accept': 'text/html,application/xhtml+xml,application/xml;q=0.9,*/*;q=0.8', 'Accept-Language': 'en-US,en;q=0.9', 'Referer': 'https://html.duckduckgo.com/', }, body: `q=${encodeURIComponent(query)}&b=`, signal: AbortSignal.timeout(15_000), redirect: 'follow', }) if (response.status === 202) continue // rate-limited, retry if (!response.ok) continue const html = await response.text() const results = parseDdgResults(html).slice(0, 5) if (results.length > 0) return results } catch { /* network error, try next attempt */ } } return [] } function parseDdgResults(html: string): WebSearchResult[] { const result

command

/bin/bash -lc "sed -n '1,260p' src/mcp/server.ts"

command

/bin/bash -lc "sed -n '1,260p' src/mcp/server.ts"

exit code 0 Output: import { McpServer } from '@modelcontextprotocol/sdk/server/mcp.js' import { StdioServerTransport } from '@modelcontextprotocol/sdk/server/stdio.js' import { registerMemoryTools } from './tools/memory' import { registerSchedulerTools } from './tools/scheduler' import { registerWorkerTools } from './tools/workers' import { registerSettingsTools } from './tools/settings' import { registerRoomTools } from './tools/room' import { registerQuorumTools } from './tools/quorum' import { registerGoalTools } from './tools/goals' import { registerSelfModTools } from './tools/self-mod' import { registerSkillTools } from './tools/skills' import { registerWalletTools } from './tools/wallet' import { registerIdentityTools } from './tools/identity' import { registerInboxTools } from './tools/inbox' import { registerCredentialTools } from './tools/credentials' import { registerResourceTools } from './tool

command

/bin/bash -lc "grep -R \"webFetch\\|webSearch\\|quoroom_browser\\|browserAction\" -n src | head -120"

command

/bin/bash -lc "grep -R \"webFetch\\|webSearch\\|quoroom_browser\\|browserAction\" -n src | head -120"

exit code 0 Output: src/mcp/tools/browser.ts:3:import { browserActionPersistent, type BrowserAction } from '../../shared/web-tools' src/mcp/tools/browser.ts:7: 'quoroom_browser', src/mcp/tools/browser.ts:33: 'Session ID from a previous quoroom_browser call. Pass this to resume the same browser session ' src/mcp/tools/browser.ts:41: const result = await browserActionPersistent( src/server/clerk-commentary.ts:250: quoroom_browser: 'using the browser', src/shared/agent-loop.ts:25: 'quoroom_browser', src/shared/queen-tools.ts:7:import { webFetch, webSearch, browserActionPersistent, type BrowserAction } from './web-tools' src/shared/queen-tools.ts:230: name: 'quoroom_browser', src/shared/queen-tools.ts:601: const results = await webSearch(query) src/shared/queen-tools.ts:609: return { content: await webFetch(url) } src/shared/queen-tools.ts:612: case 'quoroom_browser': { src/shared/queen-tools.ts:617: const resu

agent_action

There are two exposure layers: MCP gets only browser control today, while the in-ap...

There are two exposure layers: MCP gets only browser control today, while the in-app queen tools also expose `quoroom_web_fetch` and `quoroom_web_search`. That means the best provider should either slot into `webFetch` cleanly or justify adding an API-key path without making the local install brittle.

command

/bin/bash -lc "sed -n '560,650p' src/shared/queen-tools.ts"

command

/bin/bash -lc "sed -n '560,650p' src/shared/queen-tools.ts"

exit code 0 Output: case 'quoroom_send_message': { const to = String(args.to ?? '').trim() const message = String(args.message ?? args.question ?? '').trim() if (!to) return { content: 'Error: "to" is required.', isError: true } if (!message) return { content: 'Error: "message" is required.', isError: true } if (to.toLowerCase() === 'keeper') { const escalation = queries.createEscalation(db, roomId, workerId, message) const deliveryStatus = await deliverQueenMessage(db, roomId, message) const deliveryNote = deliveryStatus ? ` ${deliveryStatus}` : '' return { content: `Message sent to keeper (#${escalation.id}).${deliveryNote}` } } const roomWorkers = queries.listRoomWorkers(db, roomId) const target = queries.findWorkerByName(roomWorkers, to) if (!target) { const available = roomWorkers.filter(w => w.id !== workerId).map(w => w.name).join(', ') return { content: `Worker "${to}" not found. Available: ${availa

command

/bin/bash -lc "sed -n '1,90p' src/shared/agent-loop.ts"

command

/bin/bash -lc "sed -n '1,90p' src/shared/agent-loop.ts"

exit code 0 Output: import type Database from 'better-sqlite3' import type { Worker, AgentState } from './types' import type { AgentExecutionResult } from './agent-executor' import type { RateLimitInfo } from './rate-limit' import * as queries from './db-queries' import { executeAgent, compressSession } from './agent-executor' import { checkExpiredDecisions } from './quorum' import { getRoomStatus } from './room' import { detectRateLimit, sleep } from './rate-limit' import { resolveApiKeyForModel, getModelProvider } from './model-provider' import { createCycleLogBuffer, type CycleLogEntryCallback } from './console-log-buffer' import { QUEEN_TOOLS, WORKER_TOOLS, executeQueenTool } from './queen-tools' import { WORKER_ROLE_PRESETS } from './constants' import { buildOllamaUnavailableMessage, probeOllamaRuntime } from './local-model' interface LoopState { running: boolean waitAbort: AbortController | null cycle

command

/bin/bash -lc "grep -R \"quoroom_web_fetch\\|web_fetch\\|web page\\|URL\" -n README.md docs src | head -160"

command

/bin/bash -lc "grep -R \"quoroom_web_fetch\\|web_fetch\\|web page\\|URL\" -n README.md docs src | head -160"

exit code 0 Output: README.md:109:**Webhooks** — HTTP endpoints to trigger tasks or wake the queen from any external service. GitHub push, Stripe payment, monitoring alert — any system that can POST to a URL can drive your agents. Per-task and per-room tokens, 30 req/min rate limiting, no auth setup required beyond the URL. README.md:360:| `quoroom_webhook_url` | Get or generate the webhook URL for a task or room | README.md:388:| `quoroom_wallet_topup` | Get wallet top-up URL | README.md:486:- `QUOROOM_UPDATE_SOURCE_URL` — cloud endpoint for latest runtime release metadata (preferred source) docs/USER_FLOW_AUDIT.md:116:- Onramp URL/redirect flow. docs/USER_FLOW_AUDIT.md:183:- Wallet onramp URL/redirect behavior. src/cli/version-hint.ts:6:const NPM_LATEST_URL = `https://registry.npmjs.org/${PACKAGE_NAME}/latest` src/cli/version-hint.ts:68: const res = await fetch(NPM_LATEST_URL, { src/mcp/tools/browser.ts:1

Firecrawl official docs scrape API markdown formats actions extract web page content

Query: Firecrawl official docs scrape API markdown formats actions extract web page content Agent context: There are two exposure layers: MCP gets only browser control today, while the in-app queen tools also expose `quoroom_web_fetch` and `quoroom_web_search`. That means the best provider should either slot into `webFetch` cleanly or justify adding an API-key path without making the local install brittle. Expanded queries: Firecrawl official docs scrape API markdown formats actions extract web page content | Jina AI Reader API official docs r.jina.ai Reader API markdown URL | Tavily Extract API official docs URL content extraction markdown | Exa contents API official docs get contents URL text livecrawl

url

https://docs.firecrawl.dev/advanced-scraping-guide?trk=public_post_comment-text

Query: https://docs.firecrawl.dev/advanced-scraping-guide?trk=public_post_comment-text Agent context: There are two exposure layers: MCP gets only browser control today, while the in-app queen tools also expose `quoroom_web_fetch` and `quoroom_web_search`. That means the best provider should either slot into `webFetch` cleanly or justify adding an API-key path without making the local install brittle.

url

https://r.jina.ai/docs

Query: https://r.jina.ai/docs Agent context: There are two exposure layers: MCP gets only browser control today, while the in-app queen tools also expose `quoroom_web_fetch` and `quoroom_web_search`. That means the best provider should either slot into `webFetch` cleanly or justify adding an API-key path without making the local install brittle.

url

https://docs.firecrawl.dev/api-reference/endpoint/search

Query: https://docs.firecrawl.dev/api-reference/endpoint/search Agent context: There are two exposure layers: MCP gets only browser control today, while the in-app queen tools also expose `quoroom_web_fetch` and `quoroom_web_search`. That means the best provider should either slot into `webFetch` cleanly or justify adding an API-key path without making the local install brittle.

agent_action

I’d choose **Firecrawl** as the managed provider. This repo already has `quoroom_we...

I’d choose **Firecrawl** as the managed provider. This repo already has `quoroom_web_fetch` in [src/shared/web-tools.ts](/home/user/worktrees/attempt-bbf9dd86-2dd2-46e9-a327-3c08344fd19d-cap-1/src/shared/web-tools.ts:125), currently using **Jina Reader first** and **local Playwright fallback**. For a stronger managed provider, Firecrawl fits best because its official docs verify the exact features this agent needs: single-page scrape to markdown, main-content filtering, optional extra cleaning, PDF parsing, JS/actions before scrape, ad/cookie popup blocking, proxy retry modes, caching controls, search-with-scrape, crawl/map, and persistent browser profiles. That makes it the best upgrade path for an agent that will encounter arbitrary URLs and needs readable content with fewer local browser edge cases. **Main Alternatives Considered** - **Jina Reader**: best zero-friction option and already used here. Official docs show URL-prefix fetching, automatic browser/curl engine choice, PDFs/Office/image handling, selector/wait/cache/token controls. I’d keep it as a no-key fallback, but not make it the managed production provider because Firecrawl has better documented scraping controls, pr

result

Selected unknown

Commands

/bin/bash -lc "pwd && rg --files -g '"'!*node_modules*'"' -g '"'!*.png'"' -g '"'!*.jpg'"' -g '"'!*.jpeg'"' -g '"'!*.gif'"' | head -200"

exit 0

/bin/bash -lc 'find .. -name AGENTS.md -print'

exit 0

/bin/bash -lc 'git status --short'

exit 0

/bin/bash -lc "find . -maxdepth 4 -type f | sed 's#"'^./##'"' | sort | head -240"

exit 0

/bin/bash -lc "sed -n '1,220p' AGENTS.md"

exit 0

/bin/bash -lc "find . -maxdepth 3 -type f \$ -name 'package.json' -o -name 'pyproject.toml' -o -name 'Cargo.toml' -o -name 'go.mod' -o -name 'README*' -o -name '*.md' \$ | sort"

exit 0

/bin/bash -lc "sed -n '1,220p' package.json"

exit 0

/bin/bash -lc "sed -n '1,260p' src/mcp/tools/browser.ts"

exit 0

/bin/bash -lc "sed -n '1,260p' src/shared/web-tools.ts"

exit 0

/bin/bash -lc "sed -n '1,220p' src/shared/agent-executor.ts"

exit 0

/bin/bash -lc "sed -n '1,260p' src/shared/queen-tools.ts"

exit 0

/bin/bash -lc "sed -n '260,620p' src/shared/web-tools.ts"

exit 0

/bin/bash -lc "sed -n '1,260p' src/mcp/server.ts"

exit 0

/bin/bash -lc "grep -R \"webFetch\\|webSearch\\|quoroom_browser\\|browserAction\" -n src | head -120"

exit 0

/bin/bash -lc "sed -n '560,650p' src/shared/queen-tools.ts"

exit 0

/bin/bash -lc "sed -n '1,90p' src/shared/agent-loop.ts"

exit 0

/bin/bash -lc "grep -R \"quoroom_web_fetch\\|web_fetch\\|web page\\|URL\" -n README.md docs src | head -160"

exit 0

URLs Fetched

https://docs.firecrawl.dev/advanced-scraping-guide?trk=public_post_comment-text

status not materialized

https://r.jina.ai/docs

status not materialized

https://docs.firecrawl.dev/api-reference/endpoint/search

status not materialized

Changed Files

Artifact only

Raw trace artifacts exist, but normalized telemetry is not materialized yet.

Runs

Find

Run

Decision Summary

Trace Timeline

Commands

URLs Fetched

Changed Files

Runs

Run

Decision Summary

Trace Timeline

Commands

URLs Fetched

Changed Files