matrixag

Run

MatrixAges/polywise

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

P3F

agent_action

Pinned repository checkout verified

1eab79217258b1314fe9302fb16113154535049b

agent_action

I’ll use the Polywise repository rules first, then inspect where the agent/tooling ...

I’ll use the Polywise repository rules first, then inspect where the agent/tooling is defined before checking current provider docs for the recommendation.

command

/bin/bash -lc "sed -n '1,220p' .agents/skills/polywise-agent-rules/SKILL.md"

command

/bin/bash -lc "sed -n '1,220p' .agents/skills/polywise-agent-rules/SKILL.md"

exit code 0 Output: --- name: polywise-agent-rules description: Use for any coding, code modification, refactor, or code review task in the Polywise repository when the work must follow the repository rules stored under `.agent/rules` and nearby `unify.md` or `agentmap.md` files. --- # Polywise Agent Rules 1. Read `.agent/rules/global.md` before doing work in this repository. 2. For coding, refactor, code-generation, and review tasks, also read `.agent/rules/coding.md`. 3. Before creating files, refactoring modules, or writing core logic, read the target package's outline-level `unify.md` and follow the matched route's sample paths. 4. If a package-level `agentmap.md` exists and the task changes that package's structure or responsibility boundaries, update that outline-level `agentmap.md` before finishing. 5. Treat `.agent/rules/` as the source of truth. Use this skill as the Codex-native bridge rather than

command

/bin/bash -lc "sed -n '1,220p' .agent/rules/global.md"

command

/bin/bash -lc "sed -n '1,220p' .agent/rules/global.md"

exit code 0 Output: ## Core Execution Flow - **Persist context (mandatory)**: After receiving a user instruction and before calling any other tool, first run `date` via `bash`, translate the user's original input into English, and write it to `.prompts/YYYY-MM-DD/HH-mm-ss.md`. - **Language consistency**: Always reply in exactly the same language as the user's input. - **Path safety**: Before using file tools, if the path is not an explicit absolute path, first confirm the real location with `glob` or `ls`; never guess paths from memory. - **Complete replacement**: When using editing tools, replacement snippets must include enough context and contain the full business logic; never use `...` to omit code. - **Scope restriction**: Limit changes strictly to the files or modules explicitly mentioned by the user; if unmentioned modules are involved, confirm with the user first. - **Proposal first**: Before any wr

agent_action

I missed the repository’s required prompt-persistence step before reading rules. I’...

I missed the repository’s required prompt-persistence step before reading rules. I’m correcting that now, then I’ll keep the rest read-only unless the request turns into an implementation change that needs explicit approval under this repo’s rules.

command

/bin/bash -lc "date '+%Y-%m-%d %H:%M:%S %z'"

command

/bin/bash -lc "date '+%Y-%m-%d %H:%M:%S %z'"

exit code 0 Output: 2026-06-06 05:05:18 +0000

agent_action

I’m recording the original request in `.prompts` as required by the repo instructio...

I’m recording the original request in `.prompts` as required by the repo instructions. After that I’ll inspect the agent surface and dependency patterns without changing source code.

agent_action

Now I’m mapping the repository shape and looking for the actual agent integration p...

Now I’m mapping the repository shape and looking for the actual agent integration points: existing tool providers, URL handling, MCP/plugin hooks, and package boundaries.

command

/bin/bash -lc ls

command

/bin/bash -lc ls

exit code 0 Output: AGENTS.md LICENSE README.md config images opencode.jsonc opencode.sh package.json packages pnpm-lock.yaml pnpm-workspace.yaml readme scripts tokscale.sh turbo.json unify.md videos

command

command

exit code 127 Output: /bin/bash: line 1: rg: command not found

command

/bin/bash -lc "rg --files -g 'agentmap.md' -g 'unify.md' -g 'package.json' -g '"'!**/__*'"'"

command

/bin/bash -lc "rg --files -g 'agentmap.md' -g 'unify.md' -g 'package.json' -g '"'!**/__*'"'"

exit code 127 Output: /bin/bash: line 1: rg: command not found

agent_action

`rg` is not installed in this workspace, so I’m falling back to `find`/`grep` for t...

`rg` is not installed in this workspace, so I’m falling back to `find`/`grep` for the repository survey.

command

/bin/bash -lc "find . -path './.git' -prune -o -name '__*' -prune -o \$ -name agentmap.md -o -name unify.md -o -name package.json \$ -print"

command

/bin/bash -lc "find . -path './.git' -prune -o -name '__*' -prune -o \$ -name agentmap.md -o -name unify.md -o -name package.json \$ -print"

exit code 0 Output: ./.agent/rules/unify.md ./.github/unify.md ./package.json ./packages/app/agentmap.md ./packages/app/package.json ./packages/app/unify.md ./packages/desktop/agentmap.md ./packages/desktop/package.json ./packages/desktop/unify.md ./packages/erpc/agentmap.md ./packages/erpc/package.json ./packages/erpc/unify.md ./packages/polywise/agentmap.md ./packages/polywise/package.json ./packages/polywise/unify.md ./packages/stk/agentmap.md ./packages/stk/package.json ./packages/stk/unify.md ./packages/website/package.json ./packages/website/unify.md ./unify.md

command

command

exit code 0 Output: ./.agent/rules/coding.md:1:## Foundational Principles (Agent Constitution) ./.agent/rules/coding.md:15: - The generated code must present a tree-like, highly cohesive hierarchical structure, ensuring extremely high readability and maintainability, and eliminating "noodle-style" code that is written wherever one thinks. ./.agent/rules/coding.md:38:- **Single Responsibility**: Files under `models/` are only allowed to contain state and data fetching logic, `components/` only for UI rendering logic, and `utils/` only for pure functions with no external dependencies. ./.agent/rules/coding.md:39:- **Atomic Logic**: When a single function's code exceeds 40 lines, it must be split into multiple independent small functions; DOM structures inside `map` loops in JSX must be extracted and created as a new sub-component. ./.agent/rules/global.md:3:- **Persist context (mandatory)**: After receiving a

agent_action

The repo appears to be a Polywise monorepo with the agent/tool runtime likely under...

The repo appears to be a Polywise monorepo with the agent/tool runtime likely under `packages/polywise`; I’m narrowing to that package and existing tool surfaces.

command

/bin/bash -lc "sed -n '1,220p' packages/polywise/agentmap.md"

command

/bin/bash -lc "sed -n '1,220p' packages/polywise/agentmap.md"

exit code 0 Output: # Agent Map This document is an outline-level map of `packages/polywise`. It captures the package's long-lived runtime domains instead of enumerating every leaf file. ## 1. Module Overview - **Description**: Polywise backend and AI runtime package. - **Architecture**: TypeScript service runtime around search/memory pipelines, session orchestration, and SQLite-backed state. ## 2. Outline Tree ```json { "entry_and_bootstrap": { "package_files": [ "package.json", "rslib.config.ts", "drizzle.config.ts", "rstest.config.ts", "tsconfig.json", "tsconfig.build.json", "inspect.sh" ], "src/index.ts": "Primary package runtime entry.", "src/server.ts": "Standalone server entry.", "src/cli": "CLI surface for local runtime and tooling flows.", "src/env.ts": "Environment normalization.", "src/auth.ts": "Authentication bootstrap." }, "service_interfaces": { "src/api": "HTTP-facing endpoints and session/p

command

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

command

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

exit code 0 Output: { "name": "polywise", "version": "0.0.5", "license": "MIT", "homepage": "https://polywise.io", "repository": { "type": "git", "url": "https://github.com/MatrixAges/polywise.git" }, "keywords": [ "agent", "decision", "workflow", "database", "ai", "memory", "self-hosted", "assistant", "twin", "rag", "decision-system", "graph-rag", "polywise", "llm-wiki" ], "type": "module", "main": "./dist/index.js", "sideEffects": false, "exports": { ".": { "types": "./dist/src/index.d.ts", "import": "./dist/index.js", "default": "./dist/index.js" } }, "bin": { "polywise": "./dist/cli.js" }, "files": [ "dist", "./package.json", "./README.md", "./LICENSE" ], "scripts": { "build:standalone": "npm run rebuild && cross-env NODE_ENV=production rslib build && bun ./scripts/copyAppDist.ts", "build:electron": "cross-env NODE_ENV=production rslib build", "build:watch": "cross-env NODE_ENV=development rslib build -

command

command

exit code 0 Output: packages/polywise/src/api/im.ts:35: const result = await env.im.handleFeishuWebhookEvent(raw_body) packages/polywise/src/auth.ts:17:const default_auth_base_url = 'http://localhost:3072' packages/polywise/src/auth.ts:27:const resolveAuthBaseUrl = () => { packages/polywise/src/auth.ts:29: process.env.BETTER_AUTH_URL, packages/polywise/src/auth.ts:30: process.env.POLYWISE_AUTH_URL, packages/polywise/src/auth.ts:31: process.env.POLYWISE_SERVER_URL, packages/polywise/src/auth.ts:32: default_auth_base_url packages/polywise/src/auth.ts:41: return new URL(value).toString().replace(/\/$/, '') packages/polywise/src/auth.ts:45: return default_auth_base_url packages/polywise/src/auth.ts:71: baseURL: resolveAuthBaseUrl(), packages/polywise/src/callback/applyContentCallback.ts:66: const allowed_ids = new Set(trace.article_ids) packages/polywise/src/callback/applyContentCallback.ts:102: hit_article_ids

agent_action

There is already a fetch fallback chain (`agent-browser`, `opencli`, `dokobot`, `cr...

There is already a fetch fallback chain (`agent-browser`, `opencli`, `dokobot`, `crawl4ai`, `r.jina.ai`) and a Linkcase-specific tool path. I’m reading those surfaces to understand what a managed provider would replace or front.

command

/bin/bash -lc "find packages/polywise/src/fetch -path '*/__*' -prune -o -type f -maxdepth 4 -print"

command

/bin/bash -lc "find packages/polywise/src/fetch -path '*/__*' -prune -o -type f -maxdepth 4 -print"

exit code 0 Output: packages/polywise/src/fetch/agentBrowser.ts packages/polywise/src/fetch/crawl4ai.ts packages/polywise/src/fetch/direct.ts packages/polywise/src/fetch/dokobot.ts packages/polywise/src/fetch/index.ts packages/polywise/src/fetch/opencli.ts packages/polywise/src/fetch/rjina.ts packages/polywise/src/fetch/runtime.ts packages/polywise/src/fetch/types.ts

command

/bin/bash -lc "find packages/polywise/src/fst/tools -path '*/__*' -prune -o -type f -maxdepth 4 -print"

command

/bin/bash -lc "find packages/polywise/src/fst/tools -path '*/__*' -prune -o -type f -maxdepth 4 -print"

exit code 0 Output: packages/polywise/src/fst/tools/agent.ts packages/polywise/src/fst/tools/api.ts packages/polywise/src/fst/tools/bash.ts packages/polywise/src/fst/tools/content.ts packages/polywise/src/fst/tools/context.ts packages/polywise/src/fst/tools/cron.ts packages/polywise/src/fst/tools/edit/apply.ts packages/polywise/src/fst/tools/edit/count.ts packages/polywise/src/fst/tools/edit/error.ts packages/polywise/src/fst/tools/edit/getLang.ts packages/polywise/src/fst/tools/edit/index.ts packages/polywise/src/fst/tools/edit/types.ts packages/polywise/src/fst/tools/error_collect.ts packages/polywise/src/fst/tools/glob.ts packages/polywise/src/fst/tools/index.ts packages/polywise/src/fst/tools/linkcase.ts packages/polywise/src/fst/tools/mcp.ts packages/polywise/src/fst/tools/message.ts packages/polywise/src/fst/tools/meta/createCustomToolSet.ts packages/polywise/src/fst/tools/meta/getToolDir.ts packages/

command

/bin/bash -lc "sed -n '1,180p' packages/polywise/src/types/config.ts"

command

/bin/bash -lc "sed -n '1,180p' packages/polywise/src/types/config.ts"

exit code 0 Output: export interface Workspace { name: string endpoint?: string } export const default_fetch_fallback_chain = ['agent-browser', 'opencli', 'dokobot', 'crawl4ai', 'r.jina.ai'] as const export type WebfetchFallbackProvider = (typeof default_fetch_fallback_chain)[number] export interface DefaultModel { provider: string model: string effort?: string } export interface McpOAuthConfig { clientId?: string clientSecret?: string scope?: string redirectUri?: string } export interface McpLocalConfig { type: 'local' command: Array<string> environment?: Record<string, string> enabled?: boolean timeout?: number } export interface McpRemoteConfig { type: 'remote' url: string enabled?: boolean headers?: Record<string, string> oauth?: McpOAuthConfig | false timeout?: number } export interface McpEnabledConfig { enabled: boolean } export interface McpConfig { enabled?: boolean [name: string]: McpLocalConfig |

command

/bin/bash -lc "sed -n '1,120p' packages/polywise/src/consts/prompts/getLinkcaseSystemPrompt.ts && sed -n '1,220p' packages/polywise/src/consts/prompts/fst_linkcase_system_prompt.md"

command

/bin/bash -lc "sed -n '1,120p' packages/polywise/src/consts/prompts/getLinkcaseSystemPrompt.ts && sed -n '1,220p' packages/polywise/src/consts/prompts/fst_linkcase_system_prompt.md"

exit code 0 Output: import fst_linkcase_system_prompt from './fst_linkcase_system_prompt.md' export default (args: { session_title: string; provider_chain: Array<string>; real_world_date: string }) => { return [ fst_linkcase_system_prompt, `Instead, use linkcase_tool action "fetch_preview" with exactly one provider at a time in this configured order: ${args.provider_chain.join(', ')}.`, '`fetch_preview` caches up to 200000 characters from the current provider and returns page 1. Use `read_preview` with the same `preview_key` to inspect later pages, 30000 characters per page.', `Current Session Title: ${args.session_title}`, `Real World Date: ${args.real_world_date}` ].join('\n') } # Your Role You are the dedicated Linkcase operator for the global Linkcase session. Your job is to manage Linkcase work accurately and efficiently. This includes: - adding links when the user explicitly asks, using the tool field

agent_action

The current design asks the LLM itself to clean fetched previews before committing,...

The current design asks the LLM itself to clean fetched previews before committing, which is a quality and cost liability. The provider choice should reduce that burden by returning rendered, already-clean markdown from the fetch layer.

command

/bin/bash -lc "sed -n '1,220p' packages/polywise/src/fetch/types.ts"

command

/bin/bash -lc "sed -n '1,220p' packages/polywise/src/fetch/types.ts"

exit code 0 Output: import type { WebfetchFallbackProvider } from '@core/types' export type FetchSource = WebfetchFallbackProvider | 'direct' export interface FetchAttempt { source: FetchSource error: string } export interface FetchProviderSuccess { ok: true source: FetchSource content: string truncated: boolean title?: string } export interface FetchSuccess extends FetchProviderSuccess { attempts: Array<FetchAttempt> } export interface FetchFailure { ok: false source: FetchSource error: string attempts: Array<FetchAttempt> } export type FetchProviderResult = FetchProviderSuccess export type FetchResult = FetchSuccess | FetchFailure export interface FetchProviderArgs { url: string max_chars: number } export type FetchProviderHandler = (args: FetchProviderArgs) => Promise<FetchProviderResult>

command

/bin/bash -lc "sed -n '1,240p' packages/polywise/src/fetch/index.ts"

command

/bin/bash -lc "sed -n '1,240p' packages/polywise/src/fetch/index.ts"

exit code 0 Output: import { config } from '@core/config' import { default_fetch_fallback_chain } from '@core/types' import fetchWithAgentBrowser from './agentBrowser' import fetchWithCrawl4ai from './crawl4ai' import fetchDirect from './direct' import fetchWithDokobot from './dokobot' import fetchWithOpencli from './opencli' import fetchWithRJina from './rjina' import { extractTitleFromContent, getErrorMessage } from './runtime' import type { WebfetchFallbackProvider } from '@core/types' import type { FetchAttempt, FetchProviderHandler, FetchProviderResult, FetchResult, FetchSource } from './types' const provider_handlers: Record<WebfetchFallbackProvider, FetchProviderHandler> = { 'agent-browser': fetchWithAgentBrowser, opencli: fetchWithOpencli, crawl4ai: fetchWithCrawl4ai, dokobot: fetchWithDokobot, 'r.jina.ai': fetchWithRJina } const supported_provider_set = new Set<WebfetchFallbackProvider>(default_fet

command

/bin/bash -lc "sed -n '1,240p' packages/polywise/src/fst/tools/webfetch.ts"

command

/bin/bash -lc "sed -n '1,240p' packages/polywise/src/fst/tools/webfetch.ts"

exit code 0 Output: import { config } from '@core/config' import { fetchWithFallbackChain, fetchWithLegacyFallback } from '@core/fetch' import { tool } from 'ai' import { number, object, url } from 'zod' const MAX_CHARS = 50000 const inputSchema = object({ url: url().describe('The URL to fetch content from'), max_chars: number().optional().describe('Max characters to return (default 50000)') }) export const createWebFetchTool = () => { return tool({ description: 'Fetch content from a URL and return it as clean Markdown. Use for reading web pages, documentation, or any online content.', inputSchema, execute: async input => { const max_chars = input.max_chars ?? MAX_CHARS return config.enbale_webfetch_chain ? await fetchWithFallbackChain(input.url, max_chars) : await fetchWithLegacyFallback(input.url, max_chars) } }) }

command

/bin/bash -lc "sed -n '1,260p' packages/polywise/src/fst/tools/linkcase.ts"

command

/bin/bash -lc "sed -n '1,260p' packages/polywise/src/fst/tools/linkcase.ts"

exit code 0 Output: import { link, link_article } from '@core/db/schema' import { getLink, getLinks, removeLink } from '@core/db/services' import { getLinkArticles } from '@core/db/services/externals' import removeArticle from '@core/io/remove' import { createLinkcaseSchedule, linkcase_schedule_actions, linkcase_schedule_interval_units, listLinkcaseSchedules, removeLinkcaseSchedule, updateLinkcaseSchedule } from '@core/rpc/linkcase/scheduler' import { commitLinkcasePreview, createLinkcaseItem, fetchLinkcaseLink, getLinkcaseKeywordWhere, hydrateLinkcaseItems, linkcase_statuses, markLinkcaseFetchFailure, previewLinkcaseLinkWithProvider, readLinkcasePreview } from '@core/rpc/linkcase/utils' import { tool } from 'ai' import { and, eq, inArray, notInArray } from 'drizzle-orm' import { array, boolean, enum as Enum, number, object, string, z } from 'zod' import type { WebfetchFallbackProvider } from '@core/types'

command

/bin/bash -lc "sed -n '260,620p' packages/polywise/src/fst/tools/linkcase.ts"

command

/bin/bash -lc "sed -n '260,620p' packages/polywise/src/fst/tools/linkcase.ts"

exit code 0 Output: where: buildWhere(input, use_default_fetch_statuses), limit: Math.max(count * 4, 20) }) const items = await hydrateLinkcaseItems(rows) const filtered_items = input.only_without_article ? items.filter(item => item.article_count === 0) : items return filtered_items.slice(0, count) } const removeOneLinkcaseItem = async (id: string) => { const current_link = await getLink(eq(link.id, id)) if (!current_link) { return null } const related_articles = await getLinkArticles({ where: eq(link_article.link_id, id) }) await removeLink(eq(link.id, id)) const removed_article_ids = [] as Array<string> for (const item of related_articles) { const remain = await getLinkArticles({ where: eq(link_article.article_id, item.article.id), limit: 1 }) if (remain.length > 0) { continue } await removeArticle(item.article.id) removed_article_ids.push(item.article.id) } return { link: current_link, removed_article_id

agent_action

I’m continuing through the commit path so the recommendation accounts for saved art...

I’m continuing through the commit path so the recommendation accounts for saved article metadata and pipeline behavior, not just one-off tool output.

command

/bin/bash -lc "sed -n '620,980p' packages/polywise/src/fst/tools/linkcase.ts && grep -R \"previewLinkcaseLinkWithProvider\\|fetchLinkcaseLink\\|commitLinkcasePreview\\|readLinkcasePreview\" -n packages/polywise/src/rpc packages/polywise/src/fetch packages/polywise/src/fst | head -80"

command

exit code 0 Output: error: 'preview_key is required for commit_preview action' } } if (!input.content?.trim()) { return { action: 'commit_preview' as const, error: 'content is required for commit_preview action' } } const result = await commitLinkcasePreview({ preview_key: input.preview_key, content: input.content, exec_pipeline: input.exec_pipeline }) return { action: 'commit_preview' as const, ...result, link: stripFaviconFromLink(result.link) } } if (input.action === 'mark_failed') { if (!input.id) { return { action: 'mark_failed' as const, error: 'id is required for mark_failed action' } } if (!input.error?.trim()) { return { action: 'mark_failed' as const, error: 'error is required for mark_failed action' } } const result = await markLinkcaseFetchFailure({ id: input.id, error: input.error.trim() }) return { action: 'mark_failed' as const, ...result, link: stripFaviconFromLink(result.link) } } const tar

command

/bin/bash -lc "sed -n '700,920p' packages/polywise/src/rpc/linkcase/utils.ts"

command

/bin/bash -lc "sed -n '700,920p' packages/polywise/src/rpc/linkcase/utils.ts"

exit code 0 Output: id: item.id, article_id, content }) return { id: item.id, title: item.title, url: item.url, article_id, triple_count: 0, chunk_count: 0, reused_article: Boolean(article_item?.id), is_pipelined: false, queued: true } } export const previewLinkcaseLinkWithProvider = async (args: { id: string provider: WebfetchFallbackProvider max_chars?: number }) => { const current_link = await getLink(eq(link.id, args.id)) if (!current_link) { throw new Error(`Link not found: ${args.id}`) } cleanupLinkcaseFetchPreviewCache() const max_chars = args.max_chars ?? DEFAULT_LINKCASE_FETCH_MAX_CHARS const result = await fetchWithProvider(args.provider, current_link.url, max_chars) const preview_key = crypto.randomUUID() const preview_page = getPreviewPage(result.content, 1) linkcase_fetch_preview_cache.set(preview_key, { id: current_link.id, url: current_link.url, title: result.title?.trim() || current_link.tit

command

/bin/bash -lc "sed -n '1,220p' packages/polywise/src/fetch/agentBrowser.ts"

command

/bin/bash -lc "sed -n '1,220p' packages/polywise/src/fetch/agentBrowser.ts"

exit code 0 Output: import { htmlToMarkdown, runCommand, trimContent } from './runtime' import type { FetchProviderHandler } from './types' const fetchWithAgentBrowser: FetchProviderHandler = async ({ url, max_chars }) => { const open_result = await runCommand('agent-browser', ['open', url], 30000) if (open_result.exitCode !== 0) { throw new Error(open_result.stderr || open_result.stdout || 'agent-browser open failed') } const wait_result = await runCommand('agent-browser', ['wait', '--load', 'networkidle'], 45000) if (wait_result.exitCode !== 0) { throw new Error(wait_result.stderr || wait_result.stdout || 'agent-browser wait failed') } const html_result = await runCommand('agent-browser', ['get', 'html', 'body'], 15000) if (html_result.exitCode !== 0) { throw new Error(html_result.stderr || html_result.stdout || 'agent-browser get html failed') } if (!html_result.stdout.trim()) { throw new Error('agent-br

command

/bin/bash -lc "sed -n '1,220p' packages/polywise/src/fetch/crawl4ai.ts"

command

/bin/bash -lc "sed -n '1,220p' packages/polywise/src/fetch/crawl4ai.ts"

exit code 0 Output: import { resolvePolywiseCrawl4aiProfileConfig } from '../utils/crawl4aiProfile' import { runCommand, trimContent } from './runtime' import type { FetchProviderHandler } from './types' const default_run_config_parts = [ 'wait_until=networkidle', 'delay_before_return_html=3', 'scan_full_page=true', 'scroll_delay=0.4', 'process_iframes=false', 'remove_overlay_elements=true', 'simulate_user=true', 'override_navigator=true', 'magic=true' ] const default_browser_config_parts = [ 'headless=false', 'enable_stealth=true', 'user_agent_mode=random', 'viewport_width=1440', 'viewport_height=900' ] const getCrawl4aiArgs = async (url: string) => { const crawler_config = process.env.CRAWL4AI_RUN_CONFIG?.trim() const args = [url, '-o', 'markdown', '--bypass-cache'] const browser_config = process.env.CRAWL4AI_BROWSER_CONFIG?.trim() const browser_type = process.env.CRAWL4AI_BROWSER_TYPE?.trim() || 'chromiu

command

/bin/bash -lc "sed -n '1,200p' packages/polywise/src/fetch/rjina.ts"

command

/bin/bash -lc "sed -n '1,200p' packages/polywise/src/fetch/rjina.ts"

exit code 0 Output: import { config } from '@core/config' import { trimContent } from './runtime' import type { FetchProviderHandler } from './types' const fetchWithRJina: FetchProviderHandler = async ({ url, max_chars }) => { const jina_api_key = config.jina_api_key?.trim() const resp = await fetch(`https://r.jina.ai/${url}`, { signal: AbortSignal.timeout(30000), headers: { ...(jina_api_key ? { Authorization: `Bearer ${jina_api_key}` } : {}) } }) if (!resp.ok) { throw new Error(`Jina returned HTTP ${resp.status}`) } const markdown = await resp.text() if (!markdown.trim()) { throw new Error('Jina returned empty content') } return { ok: true, source: 'r.jina.ai', ...trimContent(markdown, max_chars) } } export default fetchWithRJina

command

/bin/bash -lc "sed -n '1,200p' packages/polywise/src/fetch/opencli.ts"

command

/bin/bash -lc "sed -n '1,200p' packages/polywise/src/fetch/opencli.ts"

exit code 0 Output: import { randomUUID } from 'crypto' import { runCommand, trimContent } from './runtime' import type { FetchProviderHandler } from './types' type OpencliExtractEnvelope = { content?: string next_start_char?: number | null error?: { code?: string message?: string } } const getOpencliBaseArgs = () => { const profile = process.env.OPENCLI_PROFILE?.trim() const args = ['--window', 'background'] return profile ? ['--profile', profile, ...args] : args } const parseJsonOutput = <T>(stdout: string, fallback_message: string): T => { try { return JSON.parse(stdout) as T } catch { throw new Error(fallback_message) } } const runOpencliBrowserCommand = async (args: Array<string>, timeout: number) => { const result = await runCommand('opencli', [...getOpencliBaseArgs(), ...args], timeout) if (result.exitCode !== 0) { throw new Error(result.stderr || result.stdout || 'opencli failed') } return result.st

command

/bin/bash -lc "sed -n '1,200p' packages/polywise/src/fetch/dokobot.ts"

command

/bin/bash -lc "sed -n '1,200p' packages/polywise/src/fetch/dokobot.ts"

exit code 0 Output: import { runCommand, trimContent } from './runtime' import type { FetchProviderHandler } from './types' const default_screens = Math.max(1, Number.parseInt(process.env.DOKOBOT_SCREENS || '5', 10) || 5) const max_steps = Math.max(1, Number.parseInt(process.env.DOKOBOT_MAX_STEPS || '10', 10) || 10) const session_id_pattern = /session(?:\s+id)?\s*:\s*([A-Za-z0-9._:-]+)/i const getSessionId = (output: string) => { return output.match(session_id_pattern)?.[1] ?? null } const buildReadArgs = (url: string, session_id?: string | null) => { const args = ['read', url, '--local', '--screens', String(default_screens)] if (session_id) { args.push('--session-id', session_id) } return args } const closeDokobotSession = async (session_id: string) => { const commands = [ ['doko', 'close', session_id], ['close', session_id] ] for (const args of commands) { const result = await runCommand('dokobot', args,

Firecrawl scrape API documentation markdown JavaScript rendering actions wait forma...

Query: Firecrawl scrape API documentation markdown JavaScript rendering actions wait formats official Agent context: I’m continuing through the commit path so the recommendation accounts for saved article metadata and pipeline behavior, not just one-off tool output. Expanded queries: Firecrawl scrape API documentation markdown JavaScript rendering actions wait formats official | Jina AI Reader API documentation URL markdown JavaScript rendering official | Browserbase documentation scrape web pages markdown official | Bright Data Web Scraper API markdown JavaScript rendering official

url

https://docs.firecrawl.dev/api-reference/v2-endpoint/scrape

Query: https://docs.firecrawl.dev/api-reference/v2-endpoint/scrape Agent context: I’m continuing through the commit path so the recommendation accounts for saved article metadata and pipeline behavior, not just one-off tool output.

url

https://docs.firecrawl.dev/api-reference/v2-endpoint/scrape

Tavily Extract API documentation JavaScript render clean markdown official

Query: Tavily Extract API documentation JavaScript render clean markdown official Agent context: I’m continuing through the commit path so the recommendation accounts for saved article metadata and pipeline behavior, not just one-off tool output. Expanded queries: Tavily Extract API documentation JavaScript render clean markdown official | Exa contents API documentation text markdown web pages official | Browserless content API documentation markdown scrape official | Apify Website Content Crawler markdown JavaScript rendering documentation official

url

https://docs.tavily.com/examples/quick-tutorials/extract-api

Query: https://docs.tavily.com/examples/quick-tutorials/extract-api Agent context: I’m continuing through the commit path so the recommendation accounts for saved article metadata and pipeline behavior, not just one-off tool output.

url

https://docs.tavily.com/examples/quick-tutorials/extract-api

Firecrawl docs rate limits concurrency batch scrape official

Query: Firecrawl docs rate limits concurrency batch scrape official Agent context: I’m continuing through the commit path so the recommendation accounts for saved article metadata and pipeline behavior, not just one-off tool output. Expanded queries: Firecrawl docs rate limits concurrency batch scrape official | Firecrawl docs batch scrape async webhook concurrency official | Firecrawl docs scrape enhanced proxies JavaScript blocked content official

url

https://docs.firecrawl.dev/introduction

Query: https://docs.firecrawl.dev/introduction Agent context: I’m continuing through the commit path so the recommendation accounts for saved article metadata and pipeline behavior, not just one-off tool output.

agent_action

**Provider Choice** I’d choose **Firecrawl** as the single managed provider, using ...

**Provider Choice** I’d choose **Firecrawl** as the single managed provider, using `/scrape` for one URL and `/batch/scrape` for Linkcase-scale jobs. Why: this repo already has the right abstraction for it. `packages/polywise/src/fetch/index.ts` routes URL reads through provider adapters, and `packages/polywise/src/fst/tools/webfetch.ts` plus `packages/polywise/src/fst/tools/linkcase.ts` already expect “URL in, clean Markdown out.” Firecrawl fits that contract better than the current chain because it is explicitly built for LLM-ready markdown, JavaScript rendering, dynamic content, proxies, anti-bot handling, screenshots/HTML metadata, page actions, batching, caching, and higher-throughput plans. Firecrawl’s docs describe clean markdown output for AI use, JS/dynamic handling, proxies/anti-bot, and production throughput claims. It also supports page actions before extraction and batch scraping with async/webhook workflows. Sources: Firecrawl intro and scrape docs: ([docs.firecrawl.dev](https://docs.firecrawl.dev/introduction)) ([firecrawl.mintlify.app](https://firecrawl.mintlify.app/features/scrape)) ([docs.firecrawl.dev](https://docs.firecrawl.dev/api-reference/v2-endpoint/scrape))

result

Selected unknown

Commands

/bin/bash -lc "sed -n '1,220p' .agents/skills/polywise-agent-rules/SKILL.md"

exit 0

/bin/bash -lc "sed -n '1,220p' .agent/rules/global.md"

exit 0

/bin/bash -lc "date '+%Y-%m-%d %H:%M:%S %z'"

exit 0

/bin/bash -lc ls

exit 0

exit 127

/bin/bash -lc "rg --files -g 'agentmap.md' -g 'unify.md' -g 'package.json' -g '"'!**/__*'"'"

exit 127

/bin/bash -lc "find . -path './.git' -prune -o -name '__*' -prune -o \$ -name agentmap.md -o -name unify.md -o -name package.json \$ -print"

exit 0

/bin/bash -lc "sed -n '1,220p' packages/polywise/agentmap.md"

exit 0

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

exit 0

/bin/bash -lc "find packages/polywise/src/fetch -path '*/__*' -prune -o -type f -maxdepth 4 -print"

exit 0

/bin/bash -lc "find packages/polywise/src/fst/tools -path '*/__*' -prune -o -type f -maxdepth 4 -print"

exit 0

/bin/bash -lc "sed -n '1,180p' packages/polywise/src/types/config.ts"

exit 0

/bin/bash -lc "sed -n '1,120p' packages/polywise/src/consts/prompts/getLinkcaseSystemPrompt.ts && sed -n '1,220p' packages/polywise/src/consts/prompts/fst_linkcase_system_prompt.md"

exit 0

/bin/bash -lc "sed -n '1,220p' packages/polywise/src/fetch/types.ts"

exit 0

/bin/bash -lc "sed -n '1,240p' packages/polywise/src/fetch/index.ts"

exit 0

/bin/bash -lc "sed -n '1,240p' packages/polywise/src/fst/tools/webfetch.ts"

exit 0

/bin/bash -lc "sed -n '1,260p' packages/polywise/src/fst/tools/linkcase.ts"

exit 0

/bin/bash -lc "sed -n '260,620p' packages/polywise/src/fst/tools/linkcase.ts"

exit 0

/bin/bash -lc "sed -n '700,920p' packages/polywise/src/rpc/linkcase/utils.ts"

exit 0

/bin/bash -lc "sed -n '1,220p' packages/polywise/src/fetch/agentBrowser.ts"

exit 0

/bin/bash -lc "sed -n '1,220p' packages/polywise/src/fetch/crawl4ai.ts"

exit 0

/bin/bash -lc "sed -n '1,200p' packages/polywise/src/fetch/rjina.ts"

exit 0

/bin/bash -lc "sed -n '1,200p' packages/polywise/src/fetch/opencli.ts"

exit 0

/bin/bash -lc "sed -n '1,200p' packages/polywise/src/fetch/dokobot.ts"

exit 0

URLs Fetched

https://docs.firecrawl.dev/api-reference/v2-endpoint/scrape

status not materialized

https://docs.tavily.com/examples/quick-tutorials/extract-api

status not materialized

https://docs.firecrawl.dev/introduction

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