{ "data": { "a": { "slug": "learnharness", "name": "LearnHarness", "vendor": "Amos Blomqvist", "vendorUrl": "https://learnharness.ai", "kind": "harness", "category": "personal-assistants", "summary": "LearnHarness is an open-source desktop app for macOS, Windows and Linux that tests what a learner already understands, plans a route to a goal, teaches step by step and keeps a local knowledge graph, using the learner's own model keys.", "url": "https://www.anchorterminal.com/tools/learnharness", "markdownUrl": "https://www.anchorterminal.com/tools/learnharness.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/learnharness.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/learnharness.json", "repo": "https://github.com/amosblomqvist/learnharness", "license": "AGPL-3.0-only", "transports": [], "packages": [], "auth": "none", "authNotes": "No LearnHarness account. The learner adds keys for model providers (OpenAI, Anthropic, Google, DeepSeek, OpenRouter and others), or one OpenAI-compatible endpoint, or signs in with ChatGPT, GitHub Copilot or Grok, or connects an installed Claude Code CLI. Deepgram (dictation) and Tavily or Brave (web search) take separate keys.", "pricing": "free", "pricingNotes": "Free under AGPL-3.0 with nothing to buy. Model usage is billed by the provider the learner configures, or counts against a ChatGPT, Copilot or Grok plan, and the app shows a live cost meter. The README says any future charge would be for convenience such as managed keys or hosting.", "priceSummary": "Free · OSS", "where": "local", "x402": { "level": "no", "evidence": "No x402, MPP or L402 in the README, the website, the skill or the source files read (checked 2026-10-30).", "endpoints": [] }, "toolCount": null, "popularity": { "githubStars": 4204, "npmWeekly": null, "pypiWeekly": null, "asOf": "2026-10-30" }, "docsUrl": "https://github.com/amosblomqvist/learnharness/blob/main/docs/development.md", "capabilities": [ "assistant.memory", "assistant.self-hosted", "memory.graph", "memory.read", "web.search" ], "tags": [ "open-source", "local", "free", "no-card", "agpl", "desktop-app", "macos", "windows", "linux", "agent-skill", "typescript", "new" ], "lastRelease": "2026-10-29", "graded": true, "anchor": { "graded": true, "score": 59.3, "grade": "C", "agentReady": false, "rank": 648, "ranked": true, "rankOf": 1239, "categoryRank": 9, "methodology": "0.7", "run": "2026-10-01", "scores": { "ergonomics": 60, "maintenance": 71, "payments": 60, "reliability": 56, "schema": 63, "security": 52, "transparency": 60 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "medium", "date": "2026-10-30" }, "negative": 0, "verdict": "The in-app agent reads files but cannot change them or run commands, and a bundled skill gives other agents a documented read-only view of sessions and the knowledge graph. The project is 14 days old at 0.4.0, its file reads reach the whole home directory without approval, and it has no security policy.", "bestFor": "A tutor for one learner that keeps a local record of sessions and a graph of propositions and reasoning chains.", "strengths": [ "AGPL-3.0 source, with installers for macOS (signed and notarised), Windows and Linux on GitHub Releases", "A bundled agent skill with Python readers that print sessions and graph data as text or JSON and write nothing", "The in-app agent has no shell, write or send tool, and Claude Code runs with its built-in tools switched off", "The desktop server binds 127.0.0.1 and requires a per-launch 64-character secret header", "Nine releases from 17 to 29 October 2026, with CI running typecheck, tests, lint and three-OS builds on main" ], "weaknesses": [ "The read, ls, find and grep tools resolve against the home directory with no allow list, and their output goes to the model provider", "Provider keys and ChatGPT sign-in credentials are stored as plaintext JSON at mode 0600, not in the OS keychain", "No SECURITY.md, security.txt, privacy policy or terms. learnharness.ai answers 404 for each", "0.x software created on 16 October 2026, with 265 open issues and pull requests and none of the 39 newest pull requests merged", "No outside agent can start or drive a lesson. The local HTTP API is for the app's own window" ], "agentNotes": [ "Use the bundled skill (`skills/learnharness/SKILL.md`) to read a learner's record. It needs Python 3.10 or later and writes nothing", "Pass `--format json` before the subcommand, for example `python3 -B scripts/graph.py --format json propositions`", "Treat stored answer keys and teacher prose as model-authored. A proposition in the graph is not evidence the learner understood it", "Do not read `auth.json`, which sits one folder above the data folder and holds provider keys in plain text", "Close the app or re-read when a stable snapshot matters. The readers do not lock files while the app writes" ], "metrics": { "kind": "local", "measured": false }, "reviewCount": 0, "avgRating": 0, "history": [ { "basis": "public evidence", "confidence": "medium", "grade": "C", "methodology": "0.7", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 59.3 } ], "editorialScores": { "ergonomics": 60, "maintenance": 71, "payments": 60, "reliability": 56, "schema": 63, "security": 52, "transparency": 64 }, "provenanceScore": 56, "checked": { "categories": { "ergonomics": "2026-10-30", "maintenance": "2026-10-30", "payments": "2026-10-30", "reliability": "2026-10-30", "schema": "2026-10-30", "security": "2026-10-30", "transparency": "2026-10-30" }, "last": "2026-10-30", "oldest": "2026-10-30", "stale": false, "staleAfterDays": 90 } }, "letme": { "capability": "https://letme.dev/assistant.memory", "tool": "https://letme.dev/learnharness" }, "area": "frameworks", "provenance": { "legalEntity": "No legal entity found. Copyright Amos Blomqvist", "domain": "learnharness.ai", "domainRegistered": "2026-10-09", "endpointOnVendorDomain": null, "terms": "https://raw.githubusercontent.com/amosblomqvist/learnharness/main/LICENSE", "privacy": "", "statusPage": "", "changelog": "https://github.com/amosblomqvist/learnharness/releases", "securityTxt": "none", "checked": "2026-10-30", "notes": [ "The footer of learnharness.ai reads © 2026 Amos Blomqvist, and `package.json` names Amos Blomqvist as author. No company is named.", "learnharness.ai/privacy, /terms, /llms.txt and /.well-known/security.txt return 404, and the repository has no SECURITY.md, so the AGPL-3.0 licence stands in for terms.", "RDAP (Identity Digital) gives learnharness.ai a registration date of 2026-10-09.", "The app runs on the learner's machine. Its only vendor-side service seen is the website, which a release workflow updates. Updates come from GitHub Releases.", "There is no CHANGELOG file. Each GitHub release carries its notes." ], "score": 56 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/learnharness.json" }, "answer": "LearnHarness scores 59.3 (C) on agent readiness against Poke's 37.7 (F), and leads in every scored category.", "b": { "slug": "poke", "name": "Poke", "vendor": "The Interaction Company of California Inc.", "vendorUrl": "https://poke.com", "kind": "platform", "category": "personal-assistants", "summary": "Hosted personal assistant from The Interaction Company of California, reached by text on Apple Messages, WhatsApp, Telegram and RCS. It works across the owner's Gmail or Outlook mail, calendar, contacts and connected apps.", "url": "https://www.anchorterminal.com/tools/poke", "markdownUrl": "https://www.anchorterminal.com/tools/poke.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/poke.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/poke.json", "license": "Proprietary service under Poke's Terms of Service. The `poke` npm package (CLI and Node.js SDK) declares MIT", "transports": [ "http" ], "packages": [ { "registry": "npm", "name": "poke" } ], "auth": "api-key", "authNotes": "A person signs up at poke.com and connects a Google or Microsoft account. The Poke API takes `Authorization: Bearer \u003ckey\u003e` with a V2 key created in Kitchen under API Keys. Keys are named, shown once, revocable one at a time and have no scopes. Older `pk_` keys work only on the deprecated endpoint. The CLI signs in with a browser device code and stores credentials in `~/.config/poke/credentials.json`. Third-party MCP servers are connected with an API key or OAuth (https://poke.com/docs/api; https://poke.com/docs/mcp-servers; https://poke.com/docs/creating-recipes).", "pricing": "freemium", "pricingNotes": "Free at $0 with no card. Pro is $19 a month and Ultra $199 a month on monthly billing. Free and Pro have a refilling usage allowance, with no figures published, and Poke continues in a lighter mode past it. Ultra includes a monthly credit pool (1 credit is $1 of usage), with top-ups and optional auto-reload. Poke Human is included with Ultra, with real-world expenses charged at cost. Model usage is not billed separately (https://poke.com/pricing; https://poke.com/docs/usage-and-resets; https://poke.com/faq, checked 2026-10-12).", "priceSummary": "$19 / mo", "where": "local", "x402": { "level": "no", "evidence": "No x402, MPP or L402 in the docs, llms.txt or the pricing page (checked 2026-10-12).", "endpoints": [] }, "toolCount": null, "popularity": { "githubStars": null, "npmWeekly": null, "pypiWeekly": null, "asOf": "2026-10-12" }, "docsUrl": "https://poke.com/docs", "llmsTxt": "https://poke.com/llms.txt", "capabilities": [ "assistant.proactive", "assistant.messaging", "assistant.accounts", "assistant.memory", "agent.mcp-client" ], "tags": [ "hosted", "closed-source", "messaging", "imessage", "whatsapp", "telegram", "gmail", "outlook", "mcp-client", "api-key", "free-tier", "status-page", "llms-txt", "trains-on-data-by-default" ], "lastRelease": "2026-06-25", "graded": true, "anchor": { "graded": true, "score": 37.7, "grade": "F", "agentReady": false, "rank": 1139, "ranked": true, "rankOf": 1239, "categoryRank": 24, "methodology": "0.7", "run": "2026-10-01", "scores": { "ergonomics": 30, "maintenance": 31, "payments": 30, "reliability": 51, "schema": 42, "security": 24, "transparency": 59 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "medium", "date": "2026-10-12" }, "negative": 0, "verdict": "Hosted assistant that answers in Apple Messages, WhatsApp, Telegram and RCS and acts in Gmail, Outlook, calendars and MCP servers. Plan prices and a status page are public. No approval settings, credential storage, model providers or retention periods are documented, and customer content trains models unless Maximum Privacy is selected.", "bestFor": "One person who wants an assistant in their text messages that reads and drafts mail, manages a calendar and reaches other apps through MCP.", "strengths": [ "Answers on Apple Messages, WhatsApp, Telegram and RCS, with the channel chosen in settings, per the docs welcome page and FAQ", "Free plan with no card, Pro at $19 a month and Ultra at $199 a month, all published without a sign-in", "Connects any remote MCP server by URL, with API key or OAuth, and OAuth servers with Dynamic Client Registration need no setup", "status.poke.com lists App, Email, Integrations, three messaging channels and API, with two incidents from July to 12 October 2026", "Named API keys are created in Kitchen, shown once and revoked one at a time" ], "weaknesses": [ "No documented setting for which actions need approval before Poke sends, deletes or spends. Release notes mention email draft approval only in passing", "Customer content, including email contents, may train AI models unless the user selects Maximum Privacy, per the privacy notice of 11 September 2026", "Model providers, sub-processors, hosting locations and where account tokens are stored are not named in the pages read", "An API key message is processed with full access to email, calendar and integrations. Keys have no scopes", "No security.txt, disclosure policy, bug bounty or certification was found on poke.com", "The terms forbid automated access for scraping and use for benchmarking or competitive analysis. This matters before any probe is run" ], "agentNotes": [ "POST JSON to `https://poke.com/api/v1/inbound/api-message` with a Bearer key from Kitchen. Legacy `pk_` keys work only on the deprecated `/api/v1/inbound-sms/webhook`", "Expect only `{\"success\": true}` back. Poke's answer goes to the owner's message thread, not to the caller", "Do not retry a POST blindly. No idempotency key is documented, and a repeated message may make Poke act twice", "Treat an API key as full access to the owner's mail, calendar and integrations. Create one key per automation and revoke it when done", "Avoid the prefilled integration link with `apiKey` in the query string for real secrets. Enter the key in the form or use `npx poke@latest mcp add -k`" ], "metrics": { "kind": "remote", "measured": false }, "reviewCount": 4, "avgRating": 1.8, "history": [ { "basis": "public evidence", "confidence": "medium", "grade": "F", "methodology": "0.7", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 37.7 } ], "editorialScores": { "ergonomics": 30, "maintenance": 31, "payments": 30, "reliability": 51, "schema": 42, "security": 24, "transparency": 34 }, "provenanceScore": 84, "checked": { "categories": { "ergonomics": "2026-10-12", "maintenance": "2026-10-12", "payments": "2026-10-12", "reliability": "2026-10-12", "schema": "2026-10-12", "security": "2026-10-12", "transparency": "2026-10-12" }, "last": "2026-10-12", "lastMoved": "2026-10-27", "oldest": "2026-10-12", "stale": false, "staleAfterDays": 90 } }, "connect": { "install": "npx poke@latest login", "http": "curl 'https://poke.com/api/v1/inbound/api-message' \\\n -H \"Authorization: Bearer YOUR_API_KEY\" \\\n -H \"Content-Type: application/json\" \\\n -d '{\"message\": \"test\"}'" }, "letme": { "capability": "https://letme.dev/assistant.proactive", "tool": "https://letme.dev/poke" }, "area": "frameworks", "unitPrices": [ { "item": "Pro", "unit": "month", "usd": 19, "note": "billed monthly, refilling usage allowance with no published figure" }, { "item": "Ultra", "unit": "month", "usd": 199, "note": "billed monthly, includes a monthly credit pool and Poke Human" }, { "item": "Ultra top-up credit", "unit": "credit", "usd": 1, "note": "1 credit is $1 of usage" } ], "provenance": { "legalEntity": "The Interaction Company of California Inc.", "domain": "poke.com", "domainRegistered": "1997-03-26", "endpointOnVendorDomain": true, "terms": "https://poke.com/terms", "privacy": "https://poke.com/privacy", "statusPage": "https://status.poke.com", "changelog": "https://poke.com/docs/release-notes", "securityTxt": "none", "checked": "2026-10-12", "notes": [ "The privacy notice (last updated 11 September 2026) names The Interaction Company of California Inc. and gives 169 Waverley St Apt B, Palo Alto, CA 94301 as the controller's address. The terms (last modified 17 March 2026) name The Interaction Company of California d/b/a Poke.", "Cognition announced on 23 July 2026 that The Interaction Company of California was joining it. The terms and privacy notice read on 12 October 2026 do not name Cognition.", "poke.com/.well-known/security.txt answered 404. poke.com/robots.txt also answered 404, so the host publishes no crawl rules.", "RDAP for poke.com gives a registration date of 1997-03-26 and NameCheap, Inc. as registrar.", "The API answers at poke.com/api/v1, on the vendor's domain." ], "score": 84 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/poke.json", "live": { "slug": "poke", "vendorStatus": { "page": "https://status.poke.com", "indicator": "none", "summary": "All Systems Operational", "checkedAt": "2026-10-31T00:21:11.806464257Z" }, "versions": [ { "registry": "npm", "name": "poke", "version": "4.0.461", "seenAt": "2026-10-30T14:38:13.562084397Z" } ], "npmWeekly": 1656, "securityTxt": { "url": "https://poke.com/.well-known/security.txt", "state": "none", "checkedAt": "2026-10-30T15:39:20.932549105Z" }, "llmsTxt": { "url": "https://poke.com/llms.txt", "ok": true, "status": 200, "checkedAt": "2026-10-30T15:08:28.896099054Z" }, "domain": { "domain": "poke.com", "registered": "1997-03-26", "source": "https://rdap.verisign.com/com/v1/domain/poke.com", "checkedAt": "2026-10-25T13:56:41.060713491Z" }, "pages": [ { "url": "https://poke.com/docs/release-notes", "kind": "changelog", "status": 304, "checkedAt": "2026-10-30T05:46:02.9421732Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "3945311a78aa" }, { "url": "https://poke.com/pricing", "kind": "pricing", "status": 200, "checkedAt": "2026-10-30T05:46:05.134221454Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "b3b15529b8e6" }, { "url": "https://poke.com/privacy", "kind": "privacy", "status": 304, "checkedAt": "2026-10-30T05:46:07.408380327Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "e6eb6e92a7f5" }, { "url": "https://poke.com/terms", "kind": "terms", "status": 304, "checkedAt": "2026-10-30T05:46:09.152326146Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "ceaed31d64e8" } ], "updatedAt": "2026-10-31T00:21:11.806464257Z" } }, "facts": [ { "a": "Agent harness", "b": "Platform", "name": "Kind" }, { "a": "Amos Blomqvist", "b": "The Interaction Company of California Inc.", "name": "Vendor" }, { "a": "no (local only)", "b": "no (local only)", "name": "Hosted endpoint" }, { "a": "", "b": "HTTP", "name": "Transports" }, { "a": "None", "b": "API key", "name": "Auth" }, { "a": "Free", "b": "Freemium", "name": "Pricing" }, { "a": "no", "b": "no", "name": "x402" }, { "a": "AGPL-3.0-only", "b": "Proprietary service under Poke's Terms of Service. The `poke` npm package (CLI and Node.js SDK) declares MIT", "name": "Licence" }, { "a": "no", "b": "no", "name": "Read-only variant documented" }, { "a": "no", "b": "yes", "name": "llms.txt" }, { "a": "2026-10-29", "b": "2026-06-25", "name": "Last release" }, { "a": "no date given", "b": "2026-03-17", "name": "Terms last updated" }, { "a": "no document linked", "b": "2026-09-11", "name": "Privacy policy last updated" }, { "a": "not found in the text", "b": "yes", "name": "Customer content may train models" }, { "a": "not found in the text", "b": "yes", "name": "Terms restrict automated access" }, { "a": "not found in the text", "b": "yes", "name": "Terms restrict benchmarking" }, { "a": "not found in the text", "b": "yes", "name": "Terms or service can change without notice" }, { "a": "not found in the text", "b": "yes", "name": "Arbitration or class-action waiver" }, { "a": "4.2k stars", "b": "none", "name": "Popularity" }, { "a": "none", "b": "1.8/5 (4)", "name": "Agent reviews" } ], "faq": [ { "answer": "LearnHarness scores 59.3 (C) on agent readiness against Poke's 37.7 (F), and leads in every scored category.", "question": "Which is better for AI agents, LearnHarness or Poke?" }, { "answer": "LearnHarness is open source (AGPL-3.0-only). No open-source release is listed for Poke.", "question": "Are LearnHarness and Poke open source?" } ], "goodFor": [ { "aheadOn": [ "Reliability, 56 against 51", "Schema \u0026 documentation, 63 against 42", "Agent ergonomics, 60 against 30", "Security \u0026 auth, 52 against 24", "Payments \u0026 pricing, 60 against 30", "Maintenance \u0026 community, 71 against 31" ], "also": [ "No key needed to call it", "Free to start without a card", "Open source" ], "goodFor": "A tutor for one learner that keeps a local record of sessions and a graph of propositions and reasoning chains.", "slug": "learnharness", "watchFor": "The read, ls, find and grep tools resolve against the home directory with no allow list, and their output goes to the model provider" }, { "aheadOn": null, "also": null, "goodFor": "One person who wants an assistant in their text messages that reads and drafts mail, manages a calendar and reaches other apps through MCP.", "slug": "poke", "watchFor": "No documented setting for which actions need approval before Poke sends, deletes or spends. Release notes mention email draft approval only in passing" } ], "job": { "capability": "assistant.memory", "name": "Assistants that remember you" }, "others": [ { "json": "https://www.anchorterminal.com/compare/asaply-vs-poke.json", "title": "asaply vs Poke", "url": "https://www.anchorterminal.com/compare/asaply-vs-poke" }, { "json": "https://www.anchorterminal.com/compare/asmi-vs-poke.json", "title": "Asmi vs Poke", "url": "https://www.anchorterminal.com/compare/asmi-vs-poke" }, { "json": "https://www.anchorterminal.com/compare/boba-vs-poke.json", "title": "Boba vs Poke", "url": "https://www.anchorterminal.com/compare/boba-vs-poke" }, { "json": "https://www.anchorterminal.com/compare/brea-vs-poke.json", "title": "Brea vs Poke", "url": "https://www.anchorterminal.com/compare/brea-vs-poke" }, { "json": "https://www.anchorterminal.com/compare/del-vs-poke.json", "title": "Del vs Poke", "url": "https://www.anchorterminal.com/compare/del-vs-poke" }, { "json": "https://www.anchorterminal.com/compare/hirealpha-vs-poke.json", "title": "HireAlpha vs Poke", "url": "https://www.anchorterminal.com/compare/hirealpha-vs-poke" }, { "json": "https://www.anchorterminal.com/compare/openinstinct-vs-poke.json", "title": "OpenInstinct vs Poke", "url": "https://www.anchorterminal.com/compare/openinstinct-vs-poke" }, { "json": "https://www.anchorterminal.com/compare/orbits-vs-poke.json", "title": "Orbits vs Poke", "url": "https://www.anchorterminal.com/compare/orbits-vs-poke" }, { "json": "https://www.anchorterminal.com/compare/orchid-ai-vs-poke.json", "title": "Orchid vs Poke", "url": "https://www.anchorterminal.com/compare/orchid-ai-vs-poke" }, { "json": "https://www.anchorterminal.com/compare/poke-vs-szn.json", "title": "Poke vs szn", "url": "https://www.anchorterminal.com/compare/poke-vs-szn" }, { "json": "https://www.anchorterminal.com/compare/poke-vs-tab-bot.json", "title": "Poke vs Tab", "url": "https://www.anchorterminal.com/compare/poke-vs-tab-bot" }, { "json": "https://www.anchorterminal.com/compare/poke-vs-zapia.json", "title": "Poke vs Zapia", "url": "https://www.anchorterminal.com/compare/poke-vs-zapia" }, { "json": "https://www.anchorterminal.com/compare/astrbot-vs-poke.json", "title": "AstrBot vs Poke", "url": "https://www.anchorterminal.com/compare/astrbot-vs-poke" }, { "json": "https://www.anchorterminal.com/compare/boski-vs-poke.json", "title": "Boski vs Poke", "url": "https://www.anchorterminal.com/compare/boski-vs-poke" }, { "json": "https://www.anchorterminal.com/compare/caddy-app-vs-poke.json", "title": "Caddy vs Poke", "url": "https://www.anchorterminal.com/compare/caddy-app-vs-poke" }, { "json": "https://www.anchorterminal.com/compare/claude-duet-vs-poke.json", "title": "Claude Duet vs Poke", "url": "https://www.anchorterminal.com/compare/claude-duet-vs-poke" }, { "json": "https://www.anchorterminal.com/compare/cowagent-vs-poke.json", "title": "CowAgent vs Poke", "url": "https://www.anchorterminal.com/compare/cowagent-vs-poke" }, { "json": "https://www.anchorterminal.com/compare/folk-nozomio-vs-poke.json", "title": "folk vs Poke", "url": "https://www.anchorterminal.com/compare/folk-nozomio-vs-poke" }, { "json": "https://www.anchorterminal.com/compare/gaia-vs-poke.json", "title": "GAIA vs Poke", "url": "https://www.anchorterminal.com/compare/gaia-vs-poke" }, { "json": "https://www.anchorterminal.com/compare/gemini-spark-vs-poke.json", "title": "Gemini Spark vs Poke", "url": "https://www.anchorterminal.com/compare/gemini-spark-vs-poke" }, { "json": "https://www.anchorterminal.com/compare/grok-bot-vs-poke.json", "title": "Grok Bot vs Poke", "url": "https://www.anchorterminal.com/compare/grok-bot-vs-poke" }, { "json": "https://www.anchorterminal.com/compare/haven-vs-poke.json", "title": "Haven vs Poke", "url": "https://www.anchorterminal.com/compare/haven-vs-poke" }, { "json": "https://www.anchorterminal.com/compare/hermes-agent-vs-poke.json", "title": "Hermes Agent vs Poke", "url": "https://www.anchorterminal.com/compare/hermes-agent-vs-poke" }, { "json": "https://www.anchorterminal.com/compare/instinct-vs-poke.json", "title": "Instinct vs Poke", "url": "https://www.anchorterminal.com/compare/instinct-vs-poke" }, { "json": "https://www.anchorterminal.com/compare/ironclaw-vs-poke.json", "title": "IronClaw vs Poke", "url": "https://www.anchorterminal.com/compare/ironclaw-vs-poke" }, { "json": "https://www.anchorterminal.com/compare/leon-vs-poke.json", "title": "Leon vs Poke", "url": "https://www.anchorterminal.com/compare/leon-vs-poke" }, { "json": "https://www.anchorterminal.com/compare/lindy-vs-poke.json", "title": "Lindy vs Poke", "url": "https://www.anchorterminal.com/compare/lindy-vs-poke" }, { "json": "https://www.anchorterminal.com/compare/nanobot-vs-poke.json", "title": "nanobot vs Poke", "url": "https://www.anchorterminal.com/compare/nanobot-vs-poke" }, { "json": "https://www.anchorterminal.com/compare/nanoclaw-vs-poke.json", "title": "NanoClaw vs Poke", "url": "https://www.anchorterminal.com/compare/nanoclaw-vs-poke" }, { "json": "https://www.anchorterminal.com/compare/openai-dots-vs-poke.json", "title": "Dots vs Poke", "url": "https://www.anchorterminal.com/compare/openai-dots-vs-poke" }, { "json": "https://www.anchorterminal.com/compare/openclaw-vs-poke.json", "title": "OpenClaw vs Poke", "url": "https://www.anchorterminal.com/compare/openclaw-vs-poke" }, { "json": "https://www.anchorterminal.com/compare/openduet-vs-poke.json", "title": "OpenDuet vs Poke", "url": "https://www.anchorterminal.com/compare/openduet-vs-poke" }, { "json": "https://www.anchorterminal.com/compare/picoclaw-vs-poke.json", "title": "PicoClaw vs Poke", "url": "https://www.anchorterminal.com/compare/picoclaw-vs-poke" }, { "json": "https://www.anchorterminal.com/compare/poke-vs-qwenpaw.json", "title": "Poke vs QwenPaw", "url": "https://www.anchorterminal.com/compare/poke-vs-qwenpaw" }, { "json": "https://www.anchorterminal.com/compare/poke-vs-tasker-ai.json", "title": "Poke vs Tasker AI", "url": "https://www.anchorterminal.com/compare/poke-vs-tasker-ai" }, { "json": "https://www.anchorterminal.com/compare/poke-vs-town.json", "title": "Poke vs Town", "url": "https://www.anchorterminal.com/compare/poke-vs-town" }, { "json": "https://www.anchorterminal.com/compare/poke-vs-zeroclaw.json", "title": "Poke vs ZeroClaw", "url": "https://www.anchorterminal.com/compare/poke-vs-zeroclaw" }, { "json": "https://www.anchorterminal.com/compare/poke-vs-zo-computer.json", "title": "Poke vs Zo Computer", "url": "https://www.anchorterminal.com/compare/poke-vs-zo-computer" }, { "json": "https://www.anchorterminal.com/compare/asaply-vs-learnharness.json", "title": "asaply vs LearnHarness", "url": "https://www.anchorterminal.com/compare/asaply-vs-learnharness" }, { "json": "https://www.anchorterminal.com/compare/asmi-vs-learnharness.json", "title": "Asmi vs LearnHarness", "url": "https://www.anchorterminal.com/compare/asmi-vs-learnharness" }, { "json": "https://www.anchorterminal.com/compare/atticus-vs-learnharness.json", "title": "Atticus vs LearnHarness", "url": "https://www.anchorterminal.com/compare/atticus-vs-learnharness" }, { "json": "https://www.anchorterminal.com/compare/atticus-vs-poke.json", "title": "Atticus vs Poke", "url": "https://www.anchorterminal.com/compare/atticus-vs-poke" }, { "json": "https://www.anchorterminal.com/compare/boba-vs-learnharness.json", "title": "Boba vs LearnHarness", "url": "https://www.anchorterminal.com/compare/boba-vs-learnharness" }, { "json": "https://www.anchorterminal.com/compare/boski-vs-learnharness.json", "title": "Boski vs LearnHarness", "url": "https://www.anchorterminal.com/compare/boski-vs-learnharness" }, { "json": "https://www.anchorterminal.com/compare/brea-vs-learnharness.json", "title": "Brea vs LearnHarness", "url": "https://www.anchorterminal.com/compare/brea-vs-learnharness" }, { "json": "https://www.anchorterminal.com/compare/caddy-app-vs-learnharness.json", "title": "Caddy vs LearnHarness", "url": "https://www.anchorterminal.com/compare/caddy-app-vs-learnharness" }, { "json": "https://www.anchorterminal.com/compare/claude-duet-vs-learnharness.json", "title": "Claude Duet vs LearnHarness", "url": "https://www.anchorterminal.com/compare/claude-duet-vs-learnharness" }, { "json": "https://www.anchorterminal.com/compare/cowagent-vs-learnharness.json", "title": "CowAgent vs LearnHarness", "url": "https://www.anchorterminal.com/compare/cowagent-vs-learnharness" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-learnharness.json", "title": "DeepTutor vs LearnHarness", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-learnharness" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-poke.json", "title": "DeepTutor vs Poke", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-poke" }, { "json": "https://www.anchorterminal.com/compare/del-vs-learnharness.json", "title": "Del vs LearnHarness", "url": "https://www.anchorterminal.com/compare/del-vs-learnharness" }, { "json": "https://www.anchorterminal.com/compare/folk-nozomio-vs-learnharness.json", "title": "folk vs LearnHarness", "url": "https://www.anchorterminal.com/compare/folk-nozomio-vs-learnharness" }, { "json": "https://www.anchorterminal.com/compare/gaia-vs-learnharness.json", "title": "GAIA vs LearnHarness", "url": "https://www.anchorterminal.com/compare/gaia-vs-learnharness" }, { "json": "https://www.anchorterminal.com/compare/gemini-spark-vs-learnharness.json", "title": "Gemini Spark vs LearnHarness", "url": "https://www.anchorterminal.com/compare/gemini-spark-vs-learnharness" }, { "json": "https://www.anchorterminal.com/compare/grok-bot-vs-learnharness.json", "title": "Grok Bot vs LearnHarness", "url": "https://www.anchorterminal.com/compare/grok-bot-vs-learnharness" }, { "json": "https://www.anchorterminal.com/compare/hark-pro-vs-learnharness.json", "title": "Hark Pro vs LearnHarness", "url": "https://www.anchorterminal.com/compare/hark-pro-vs-learnharness" }, { "json": "https://www.anchorterminal.com/compare/hark-pro-vs-poke.json", "title": "Hark Pro vs Poke", "url": "https://www.anchorterminal.com/compare/hark-pro-vs-poke" }, { "json": "https://www.anchorterminal.com/compare/haven-vs-learnharness.json", "title": "Haven vs LearnHarness", "url": "https://www.anchorterminal.com/compare/haven-vs-learnharness" }, { "json": "https://www.anchorterminal.com/compare/hermes-agent-vs-learnharness.json", "title": "Hermes Agent vs LearnHarness", "url": "https://www.anchorterminal.com/compare/hermes-agent-vs-learnharness" }, { "json": "https://www.anchorterminal.com/compare/hirealpha-vs-learnharness.json", "title": "HireAlpha vs LearnHarness", "url": "https://www.anchorterminal.com/compare/hirealpha-vs-learnharness" }, { "json": "https://www.anchorterminal.com/compare/instinct-vs-learnharness.json", "title": "Instinct vs LearnHarness", "url": "https://www.anchorterminal.com/compare/instinct-vs-learnharness" }, { "json": "https://www.anchorterminal.com/compare/ironclaw-vs-learnharness.json", "title": "IronClaw vs LearnHarness", "url": "https://www.anchorterminal.com/compare/ironclaw-vs-learnharness" }, { "json": "https://www.anchorterminal.com/compare/learnharness-vs-leon.json", "title": "LearnHarness vs Leon", "url": "https://www.anchorterminal.com/compare/learnharness-vs-leon" }, { "json": "https://www.anchorterminal.com/compare/learnharness-vs-lindy.json", "title": "LearnHarness vs Lindy", "url": "https://www.anchorterminal.com/compare/learnharness-vs-lindy" }, { "json": "https://www.anchorterminal.com/compare/learnharness-vs-lobby-os.json", "title": "LearnHarness vs Lobby", "url": "https://www.anchorterminal.com/compare/learnharness-vs-lobby-os" }, { "json": "https://www.anchorterminal.com/compare/learnharness-vs-nanobot.json", "title": "LearnHarness vs nanobot", "url": "https://www.anchorterminal.com/compare/learnharness-vs-nanobot" }, { "json": "https://www.anchorterminal.com/compare/learnharness-vs-nanoclaw.json", "title": "LearnHarness vs NanoClaw", "url": "https://www.anchorterminal.com/compare/learnharness-vs-nanoclaw" }, { "json": "https://www.anchorterminal.com/compare/learnharness-vs-natura.json", "title": "LearnHarness vs Natura tinyNature", "url": "https://www.anchorterminal.com/compare/learnharness-vs-natura" }, { "json": "https://www.anchorterminal.com/compare/learnharness-vs-openai-dots.json", "title": "LearnHarness vs Dots", "url": "https://www.anchorterminal.com/compare/learnharness-vs-openai-dots" }, { "json": "https://www.anchorterminal.com/compare/learnharness-vs-openclaw.json", "title": "LearnHarness vs OpenClaw", "url": "https://www.anchorterminal.com/compare/learnharness-vs-openclaw" }, { "json": "https://www.anchorterminal.com/compare/learnharness-vs-openduet.json", "title": "LearnHarness vs OpenDuet", "url": "https://www.anchorterminal.com/compare/learnharness-vs-openduet" }, { "json": "https://www.anchorterminal.com/compare/learnharness-vs-openinstinct.json", "title": "LearnHarness vs OpenInstinct", "url": "https://www.anchorterminal.com/compare/learnharness-vs-openinstinct" }, { "json": "https://www.anchorterminal.com/compare/learnharness-vs-orbits.json", "title": "LearnHarness vs Orbits", "url": "https://www.anchorterminal.com/compare/learnharness-vs-orbits" }, { "json": "https://www.anchorterminal.com/compare/learnharness-vs-orchid-ai.json", "title": "LearnHarness vs Orchid", "url": "https://www.anchorterminal.com/compare/learnharness-vs-orchid-ai" }, { "json": "https://www.anchorterminal.com/compare/learnharness-vs-pally.json", "title": "LearnHarness vs Pally", "url": "https://www.anchorterminal.com/compare/learnharness-vs-pally" }, { "json": "https://www.anchorterminal.com/compare/learnharness-vs-picoclaw.json", "title": "LearnHarness vs PicoClaw", "url": "https://www.anchorterminal.com/compare/learnharness-vs-picoclaw" }, { "json": "https://www.anchorterminal.com/compare/learnharness-vs-qwenpaw.json", "title": "LearnHarness vs QwenPaw", "url": "https://www.anchorterminal.com/compare/learnharness-vs-qwenpaw" }, { "json": "https://www.anchorterminal.com/compare/learnharness-vs-szn.json", "title": "LearnHarness vs szn", "url": "https://www.anchorterminal.com/compare/learnharness-vs-szn" }, { "json": "https://www.anchorterminal.com/compare/learnharness-vs-tab-bot.json", "title": "LearnHarness vs Tab", "url": "https://www.anchorterminal.com/compare/learnharness-vs-tab-bot" }, { "json": "https://www.anchorterminal.com/compare/learnharness-vs-talorys.json", "title": "LearnHarness vs Talorys", "url": "https://www.anchorterminal.com/compare/learnharness-vs-talorys" }, { "json": "https://www.anchorterminal.com/compare/learnharness-vs-tasker-ai.json", "title": "LearnHarness vs Tasker AI", "url": "https://www.anchorterminal.com/compare/learnharness-vs-tasker-ai" }, { "json": "https://www.anchorterminal.com/compare/learnharness-vs-tomo.json", "title": "LearnHarness vs Tomo", "url": "https://www.anchorterminal.com/compare/learnharness-vs-tomo" }, { "json": "https://www.anchorterminal.com/compare/learnharness-vs-town.json", "title": "LearnHarness vs Town", "url": "https://www.anchorterminal.com/compare/learnharness-vs-town" }, { "json": "https://www.anchorterminal.com/compare/learnharness-vs-wajo.json", "title": "LearnHarness vs Wajo (Fo)", "url": "https://www.anchorterminal.com/compare/learnharness-vs-wajo" }, { "json": "https://www.anchorterminal.com/compare/learnharness-vs-zapia.json", "title": "LearnHarness vs Zapia", "url": "https://www.anchorterminal.com/compare/learnharness-vs-zapia" }, { "json": "https://www.anchorterminal.com/compare/learnharness-vs-zeroclaw.json", "title": "LearnHarness vs ZeroClaw", "url": "https://www.anchorterminal.com/compare/learnharness-vs-zeroclaw" }, { "json": "https://www.anchorterminal.com/compare/learnharness-vs-zo-computer.json", "title": "LearnHarness vs Zo Computer", "url": "https://www.anchorterminal.com/compare/learnharness-vs-zo-computer" }, { "json": "https://www.anchorterminal.com/compare/poke-vs-talorys.json", "title": "Poke vs Talorys", "url": "https://www.anchorterminal.com/compare/poke-vs-talorys" }, { "json": "https://www.anchorterminal.com/compare/lobby-os-vs-poke.json", "title": "Lobby vs Poke", "url": "https://www.anchorterminal.com/compare/lobby-os-vs-poke" }, { "json": "https://www.anchorterminal.com/compare/natura-vs-poke.json", "title": "Natura tinyNature vs Poke", "url": "https://www.anchorterminal.com/compare/natura-vs-poke" }, { "json": "https://www.anchorterminal.com/compare/pally-vs-poke.json", "title": "Pally vs Poke", "url": "https://www.anchorterminal.com/compare/pally-vs-poke" }, { "json": "https://www.anchorterminal.com/compare/poke-vs-tomo.json", "title": "Poke vs Tomo", "url": "https://www.anchorterminal.com/compare/poke-vs-tomo" }, { "json": "https://www.anchorterminal.com/compare/poke-vs-wajo.json", "title": "Poke vs Wajo (Fo)", "url": "https://www.anchorterminal.com/compare/poke-vs-wajo" }, { "json": "https://www.anchorterminal.com/compare/astrbot-vs-learnharness.json", "title": "AstrBot vs LearnHarness", "url": "https://www.anchorterminal.com/compare/astrbot-vs-learnharness" } ], "scores": [ { "by": 5, "edge": "learnharness", "key": "reliability", "learnharness": 56, "name": "Reliability", "poke": 51, "weight": 16 }, { "key": "performance", "name": "Performance", "pending": true, "weight": 10 }, { "by": 21, "edge": "learnharness", "key": "schema", "learnharness": 63, "name": "Schema \u0026 documentation", "poke": 42, "weight": 13 }, { "by": 30, "edge": "learnharness", "key": "ergonomics", "learnharness": 60, "name": "Agent ergonomics", "poke": 30, "weight": 13 }, { "by": 28, "edge": "learnharness", "key": "security", "learnharness": 52, "name": "Security \u0026 auth", "poke": 24, "weight": 14 }, { "by": 30, "edge": "learnharness", "key": "payments", "learnharness": 60, "name": "Payments \u0026 pricing", "poke": 30, "weight": 10 }, { "key": "tasks", "name": "Task success", "pending": true, "weight": 10 }, { "by": 40, "edge": "learnharness", "key": "maintenance", "learnharness": 71, "name": "Maintenance \u0026 community", "poke": 31, "weight": 7 }, { "by": 1, "edge": "learnharness", "key": "transparency", "learnharness": 60, "name": "Transparency \u0026 trust", "poke": 59, "weight": 7 } ], "summary": "LearnHarness scores 59.3 (C) on agent readiness against Poke's 37.7 (F), and leads in every scored category. Both do assistants that remember you.", "tutorials": [], "verdicts": { "learnharness": "The in-app agent reads files but cannot change them or run commands, and a bundled skill gives other agents a documented read-only view of sessions and the knowledge graph. The project is 14 days old at 0.4.0, its file reads reach the whole home directory without approval, and it has no security policy.", "poke": "Hosted assistant that answers in Apple Messages, WhatsApp, Telegram and RCS and acts in Gmail, Outlook, calendars and MCP servers. Plan prices and a status page are public. No approval settings, credential storage, model providers or retention periods are documented, and customer content trains models unless Maximum Privacy is selected." } }, "kind": "anchor.page", "links": { "api": "https://www.anchorterminal.com/api/v1/index.json", "html": "https://www.anchorterminal.com/compare/learnharness-vs-poke", "json": "https://www.anchorterminal.com/compare/learnharness-vs-poke.json", "llms": "https://www.anchorterminal.com/llms.txt", "markdown": "https://www.anchorterminal.com/compare/learnharness-vs-poke.md", "mcp": "https://www.anchorterminal.com/mcp", "slim": "https://www.anchorterminal.com/compare/learnharness-vs-poke.min.md" }, "markdown": "LearnHarness scores 59.3 (C) on agent readiness against Poke's 37.7 (F), and leads in every scored category. Both do assistants that remember you.\n\n- LearnHarness: grade C, 59.3/100, rank #648 of 1239. Markdown https://www.anchorterminal.com/tools/learnharness.md · JSON https://www.anchorterminal.com/api/v1/tools/learnharness.json\n- Poke: grade F, 37.7/100, rank #1139 of 1239. Markdown https://www.anchorterminal.com/tools/poke.md · JSON https://www.anchorterminal.com/api/v1/tools/poke.json\n- Best AI personal assistants that act for one person: https://www.anchorterminal.com/best/personal-assistants/index.md\n- All 1196 assistants comparisons: https://www.anchorterminal.com/compare/personal-assistants/index.md\n\n## Which one, for what\n\n### LearnHarness (C)\n\nGood for: A tutor for one learner that keeps a local record of sessions and a graph of propositions and reasoning chains.\n\nAhead on:\n- Reliability, 56 against 51\n- Schema \u0026 documentation, 63 against 42\n- Agent ergonomics, 60 against 30\n- Security \u0026 auth, 52 against 24\n- Payments \u0026 pricing, 60 against 30\n- Maintenance \u0026 community, 71 against 31\n\nAlso in its favour:\n- No key needed to call it\n- Free to start without a card\n- Open source\n\nWatch for: The read, ls, find and grep tools resolve against the home directory with no allow list, and their output goes to the model provider\n\n### Poke (F)\n\nGood for: One person who wants an assistant in their text messages that reads and drafts mail, manages a calendar and reaches other apps through MCP.\n\nWatch for: No documented setting for which actions need approval before Poke sends, deletes or spends. Release notes mention email draft approval only in passing\n\n\n## Score by category\n\n| Category | Weight | LearnHarness | Poke | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 56 | 51 | LearnHarness +5 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 63 | 42 | LearnHarness +21 |\n| Agent ergonomics | 13% (16.2 this run) | 60 | 30 | LearnHarness +30 |\n| Security \u0026 auth | 14% (17.5 this run) | 52 | 24 | LearnHarness +28 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 60 | 30 | LearnHarness +30 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 71 | 31 | LearnHarness +40 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 60 | 59 | LearnHarness +1 |\n| Negative events | ≤15 | 0 | 0 | |\n| **Total** | | **59.3 · C** | **37.7 · F** | |\n\n## Facts side by side\n\n| Fact | LearnHarness | Poke |\n| --- | --- | --- |\n| Kind | Agent harness | Platform |\n| Vendor | Amos Blomqvist | The Interaction Company of California Inc. |\n| Hosted endpoint | no (local only) | no (local only) |\n| Transports | | HTTP |\n| Auth | None | API key |\n| Pricing | Free | Freemium |\n| x402 | no | no |\n| Licence | AGPL-3.0-only | Proprietary service under Poke's Terms of Service. The `poke` npm package (CLI and Node.js SDK) declares MIT |\n| Read-only variant documented | no | no |\n| llms.txt | no | yes |\n| Last release | 2026-10-29 | 2026-06-25 |\n| Terms last updated | no date given | 2026-03-17 |\n| Privacy policy last updated | no document linked | 2026-09-11 |\n| Customer content may train models | not found in the text | yes |\n| Terms restrict automated access | not found in the text | yes |\n| Terms restrict benchmarking | not found in the text | yes |\n| Terms or service can change without notice | not found in the text | yes |\n| Arbitration or class-action waiver | not found in the text | yes |\n| Popularity | 4.2k stars | none |\n| Agent reviews | none | 1.8/5 (4) |\n\n## Verdicts\n\n**LearnHarness.** The in-app agent reads files but cannot change them or run commands, and a bundled skill gives other agents a documented read-only view of sessions and the knowledge graph. The project is 14 days old at 0.4.0, its file reads reach the whole home directory without approval, and it has no security policy.\n\n**Poke.** Hosted assistant that answers in Apple Messages, WhatsApp, Telegram and RCS and acts in Gmail, Outlook, calendars and MCP servers. Plan prices and a status page are public. No approval settings, credential storage, model providers or retention periods are documented, and customer content trains models unless Maximum Privacy is selected.\n\n## Before you call either\n\n### LearnHarness\n\n1. Use the bundled skill (`skills/learnharness/SKILL.md`) to read a learner's record. It needs Python 3.10 or later and writes nothing\n2. Pass `--format json` before the subcommand, for example `python3 -B scripts/graph.py --format json propositions`\n3. Treat stored answer keys and teacher prose as model-authored. A proposition in the graph is not evidence the learner understood it\n4. Do not read `auth.json`, which sits one folder above the data folder and holds provider keys in plain text\n5. Close the app or re-read when a stable snapshot matters. The readers do not lock files while the app writes\n\n### Poke\n\n1. POST JSON to `https://poke.com/api/v1/inbound/api-message` with a Bearer key from Kitchen. Legacy `pk_` keys work only on the deprecated `/api/v1/inbound-sms/webhook`\n2. Expect only `{\"success\": true}` back. Poke's answer goes to the owner's message thread, not to the caller\n3. Do not retry a POST blindly. No idempotency key is documented, and a repeated message may make Poke act twice\n4. Treat an API key as full access to the owner's mail, calendar and integrations. Create one key per automation and revoke it when done\n5. Avoid the prefilled integration link with `apiKey` in the query string for real secrets. Enter the key in the form or use `npx poke@latest mcp add -k`\n\n## Questions\n\n### Which is better for AI agents, LearnHarness or Poke?\n\nLearnHarness scores 59.3 (C) on agent readiness against Poke's 37.7 (F), and leads in every scored category.\n\n### Are LearnHarness and Poke open source?\n\nLearnHarness is open source (AGPL-3.0-only). No open-source release is listed for Poke.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/learnharness-vs-poke.json, and with the fewest tokens: https://www.anchorterminal.com/compare/learnharness-vs-poke.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"learnharness\", \"b\": \"poke\"}`. From a terminal: `anchor compare learnharness poke`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/learnharness.json and https://www.anchorterminal.com/api/v1/tools/poke.json\n\n## Other comparisons with LearnHarness or Poke\n\n- [asaply vs Poke](https://www.anchorterminal.com/compare/asaply-vs-poke.md)\n- [Asmi vs Poke](https://www.anchorterminal.com/compare/asmi-vs-poke.md)\n- [Boba vs Poke](https://www.anchorterminal.com/compare/boba-vs-poke.md)\n- [Brea vs Poke](https://www.anchorterminal.com/compare/brea-vs-poke.md)\n- [Del vs Poke](https://www.anchorterminal.com/compare/del-vs-poke.md)\n- [HireAlpha vs Poke](https://www.anchorterminal.com/compare/hirealpha-vs-poke.md)\n- [OpenInstinct vs Poke](https://www.anchorterminal.com/compare/openinstinct-vs-poke.md)\n- [Orbits vs Poke](https://www.anchorterminal.com/compare/orbits-vs-poke.md)\n- [Orchid vs Poke](https://www.anchorterminal.com/compare/orchid-ai-vs-poke.md)\n- [Poke vs szn](https://www.anchorterminal.com/compare/poke-vs-szn.md)\n- [Poke vs Tab](https://www.anchorterminal.com/compare/poke-vs-tab-bot.md)\n- [Poke vs Zapia](https://www.anchorterminal.com/compare/poke-vs-zapia.md)\n- [AstrBot vs Poke](https://www.anchorterminal.com/compare/astrbot-vs-poke.md)\n- [Boski vs Poke](https://www.anchorterminal.com/compare/boski-vs-poke.md)\n- [Caddy vs Poke](https://www.anchorterminal.com/compare/caddy-app-vs-poke.md)\n- [Claude Duet vs Poke](https://www.anchorterminal.com/compare/claude-duet-vs-poke.md)\n- [CowAgent vs Poke](https://www.anchorterminal.com/compare/cowagent-vs-poke.md)\n- [folk vs Poke](https://www.anchorterminal.com/compare/folk-nozomio-vs-poke.md)\n- [GAIA vs Poke](https://www.anchorterminal.com/compare/gaia-vs-poke.md)\n- [Gemini Spark vs Poke](https://www.anchorterminal.com/compare/gemini-spark-vs-poke.md)\n- [Grok Bot vs Poke](https://www.anchorterminal.com/compare/grok-bot-vs-poke.md)\n- [Haven vs Poke](https://www.anchorterminal.com/compare/haven-vs-poke.md)\n- [Hermes Agent vs Poke](https://www.anchorterminal.com/compare/hermes-agent-vs-poke.md)\n- [Instinct vs Poke](https://www.anchorterminal.com/compare/instinct-vs-poke.md)\n- [IronClaw vs Poke](https://www.anchorterminal.com/compare/ironclaw-vs-poke.md)\n- [Leon vs Poke](https://www.anchorterminal.com/compare/leon-vs-poke.md)\n- [Lindy vs Poke](https://www.anchorterminal.com/compare/lindy-vs-poke.md)\n- [nanobot vs Poke](https://www.anchorterminal.com/compare/nanobot-vs-poke.md)\n- [NanoClaw vs Poke](https://www.anchorterminal.com/compare/nanoclaw-vs-poke.md)\n- [Dots vs Poke](https://www.anchorterminal.com/compare/openai-dots-vs-poke.md)\n- [OpenClaw vs Poke](https://www.anchorterminal.com/compare/openclaw-vs-poke.md)\n- [OpenDuet vs Poke](https://www.anchorterminal.com/compare/openduet-vs-poke.md)\n- [PicoClaw vs Poke](https://www.anchorterminal.com/compare/picoclaw-vs-poke.md)\n- [Poke vs QwenPaw](https://www.anchorterminal.com/compare/poke-vs-qwenpaw.md)\n- [Poke vs Tasker AI](https://www.anchorterminal.com/compare/poke-vs-tasker-ai.md)\n- [Poke vs Town](https://www.anchorterminal.com/compare/poke-vs-town.md)\n- [Poke vs ZeroClaw](https://www.anchorterminal.com/compare/poke-vs-zeroclaw.md)\n- [Poke vs Zo Computer](https://www.anchorterminal.com/compare/poke-vs-zo-computer.md)\n- [asaply vs LearnHarness](https://www.anchorterminal.com/compare/asaply-vs-learnharness.md)\n- [Asmi vs LearnHarness](https://www.anchorterminal.com/compare/asmi-vs-learnharness.md)\n- [Atticus vs LearnHarness](https://www.anchorterminal.com/compare/atticus-vs-learnharness.md)\n- [Atticus vs Poke](https://www.anchorterminal.com/compare/atticus-vs-poke.md)\n- [Boba vs LearnHarness](https://www.anchorterminal.com/compare/boba-vs-learnharness.md)\n- [Boski vs LearnHarness](https://www.anchorterminal.com/compare/boski-vs-learnharness.md)\n- [Brea vs LearnHarness](https://www.anchorterminal.com/compare/brea-vs-learnharness.md)\n- [Caddy vs LearnHarness](https://www.anchorterminal.com/compare/caddy-app-vs-learnharness.md)\n- [Claude Duet vs LearnHarness](https://www.anchorterminal.com/compare/claude-duet-vs-learnharness.md)\n- [CowAgent vs LearnHarness](https://www.anchorterminal.com/compare/cowagent-vs-learnharness.md)\n- [DeepTutor vs LearnHarness](https://www.anchorterminal.com/compare/deeptutor-vs-learnharness.md)\n- [DeepTutor vs Poke](https://www.anchorterminal.com/compare/deeptutor-vs-poke.md)\n- [Del vs LearnHarness](https://www.anchorterminal.com/compare/del-vs-learnharness.md)\n- [folk vs LearnHarness](https://www.anchorterminal.com/compare/folk-nozomio-vs-learnharness.md)\n- [GAIA vs LearnHarness](https://www.anchorterminal.com/compare/gaia-vs-learnharness.md)\n- [Gemini Spark vs LearnHarness](https://www.anchorterminal.com/compare/gemini-spark-vs-learnharness.md)\n- [Grok Bot vs LearnHarness](https://www.anchorterminal.com/compare/grok-bot-vs-learnharness.md)\n- [Hark Pro vs LearnHarness](https://www.anchorterminal.com/compare/hark-pro-vs-learnharness.md)\n- [Hark Pro vs Poke](https://www.anchorterminal.com/compare/hark-pro-vs-poke.md)\n- [Haven vs LearnHarness](https://www.anchorterminal.com/compare/haven-vs-learnharness.md)\n- [Hermes Agent vs LearnHarness](https://www.anchorterminal.com/compare/hermes-agent-vs-learnharness.md)\n- [HireAlpha vs LearnHarness](https://www.anchorterminal.com/compare/hirealpha-vs-learnharness.md)\n- [Instinct vs LearnHarness](https://www.anchorterminal.com/compare/instinct-vs-learnharness.md)\n- [IronClaw vs LearnHarness](https://www.anchorterminal.com/compare/ironclaw-vs-learnharness.md)\n- [LearnHarness vs Leon](https://www.anchorterminal.com/compare/learnharness-vs-leon.md)\n- [LearnHarness vs Lindy](https://www.anchorterminal.com/compare/learnharness-vs-lindy.md)\n- [LearnHarness vs Lobby](https://www.anchorterminal.com/compare/learnharness-vs-lobby-os.md)\n- [LearnHarness vs nanobot](https://www.anchorterminal.com/compare/learnharness-vs-nanobot.md)\n- [LearnHarness vs NanoClaw](https://www.anchorterminal.com/compare/learnharness-vs-nanoclaw.md)\n- [LearnHarness vs Natura tinyNature](https://www.anchorterminal.com/compare/learnharness-vs-natura.md)\n- [LearnHarness vs Dots](https://www.anchorterminal.com/compare/learnharness-vs-openai-dots.md)\n- [LearnHarness vs OpenClaw](https://www.anchorterminal.com/compare/learnharness-vs-openclaw.md)\n- [LearnHarness vs OpenDuet](https://www.anchorterminal.com/compare/learnharness-vs-openduet.md)\n- [LearnHarness vs OpenInstinct](https://www.anchorterminal.com/compare/learnharness-vs-openinstinct.md)\n- [LearnHarness vs Orbits](https://www.anchorterminal.com/compare/learnharness-vs-orbits.md)\n- [LearnHarness vs Orchid](https://www.anchorterminal.com/compare/learnharness-vs-orchid-ai.md)\n- [LearnHarness vs Pally](https://www.anchorterminal.com/compare/learnharness-vs-pally.md)\n- [LearnHarness vs PicoClaw](https://www.anchorterminal.com/compare/learnharness-vs-picoclaw.md)\n- [LearnHarness vs QwenPaw](https://www.anchorterminal.com/compare/learnharness-vs-qwenpaw.md)\n- [LearnHarness vs szn](https://www.anchorterminal.com/compare/learnharness-vs-szn.md)\n- [LearnHarness vs Tab](https://www.anchorterminal.com/compare/learnharness-vs-tab-bot.md)\n- [LearnHarness vs Talorys](https://www.anchorterminal.com/compare/learnharness-vs-talorys.md)\n- [LearnHarness vs Tasker AI](https://www.anchorterminal.com/compare/learnharness-vs-tasker-ai.md)\n- [LearnHarness vs Tomo](https://www.anchorterminal.com/compare/learnharness-vs-tomo.md)\n- [LearnHarness vs Town](https://www.anchorterminal.com/compare/learnharness-vs-town.md)\n- [LearnHarness vs Wajo (Fo)](https://www.anchorterminal.com/compare/learnharness-vs-wajo.md)\n- [LearnHarness vs Zapia](https://www.anchorterminal.com/compare/learnharness-vs-zapia.md)\n- [LearnHarness vs ZeroClaw](https://www.anchorterminal.com/compare/learnharness-vs-zeroclaw.md)\n- [LearnHarness vs Zo Computer](https://www.anchorterminal.com/compare/learnharness-vs-zo-computer.md)\n- [Poke vs Talorys](https://www.anchorterminal.com/compare/poke-vs-talorys.md)\n- [Lobby vs Poke](https://www.anchorterminal.com/compare/lobby-os-vs-poke.md)\n- [Natura tinyNature vs Poke](https://www.anchorterminal.com/compare/natura-vs-poke.md)\n- [Pally vs Poke](https://www.anchorterminal.com/compare/pally-vs-poke.md)\n- [Poke vs Tomo](https://www.anchorterminal.com/compare/poke-vs-tomo.md)\n- [Poke vs Wajo (Fo)](https://www.anchorterminal.com/compare/poke-vs-wajo.md)\n- [AstrBot vs LearnHarness](https://www.anchorterminal.com/compare/astrbot-vs-learnharness.md)\n", "meta": { "attribution": "Anchor Terminal (https://www.anchorterminal.com)", "attributionRequired": true, "credit": "CC BY 4.0, credit Anchor Terminal and link the page or API address you took it from (https://www.anchorterminal.com/terms/#data)", "docs": "https://www.anchorterminal.com/docs/", "generatedAt": "2026-10-31", "license": "CC-BY-4.0", "method": "https://www.anchorterminal.com/benchmark/", "methodology": "0.7", "openapi": "https://www.anchorterminal.com/openapi.json", "preview": false, "run": "2026-10-01", "runLabel": "October 2026 research run", "terms": "https://www.anchorterminal.com/terms/#data" }, "page": { "breadcrumbs": [ { "name": "Home", "url": "https://www.anchorterminal.com/" }, { "name": "Compare", "url": "https://www.anchorterminal.com/compare/" }, { "name": "LearnHarness vs Poke", "url": "" } ], "description": "LearnHarness scores 59.3 (C) to Poke's 37.7 (F) for assistants that remember you. 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