{ "data": { "a": { "slug": "boski", "name": "Boski", "vendor": "Boski, Inc.", "vendorUrl": "https://www.boski.com", "kind": "platform", "category": "personal-assistants", "summary": "Boski is a hosted personal AI agent that works on the owner's goals between conversations. It checks in, calls, reminds, schedules and runs errands over Messages, WhatsApp, Telegram, the Boski app and email.", "url": "https://www.anchorterminal.com/tools/boski", "markdownUrl": "https://www.anchorterminal.com/tools/boski.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/boski.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/boski.json", "license": "Closed service under Boski's Terms of Service (Boski, Inc., a Delaware corporation, effective 20 August 2026).", "transports": [], "packages": [], "auth": "mixed", "authNotes": "An account through Boski's web checkout. Connected services authorise with tokens and scopes recorded by Boski (https://www.boski.com/terms and https://www.boski.com/privacy). The Boski plugin for ChatGPT and Codex signs in with the Boski account and is read-only (https://www.boski.com/support).", "pricing": "paid", "pricingNotes": "Launched to everyone on 11 September 2026 with \"experimental pricing of $5/week\" (https://www.boski.com/blog/boski-is-live-for-everyone). The terms describe one public plan with a one-week billing and allowance period and 5,000 Credits a period, price shown at checkout (https://www.boski.com/terms, checked 14 October 2026).", "priceSummary": "Paid", "where": "local", "x402": { "level": "no", "evidence": "No x402, MPP or L402 found on boski.com, llms.txt or the terms, checked 14 October 2026.", "endpoints": [] }, "toolCount": null, "popularity": { "githubStars": null, "npmWeekly": null, "pypiWeekly": null, "asOf": "2026-10-14" }, "llmsTxt": "https://www.boski.com/llms.txt", "capabilities": [ "assistant.proactive", "assistant.messaging", "assistant.memory", "messaging.rcs", "messaging.whatsapp", "messaging.inbound", "voice.calls", "tasks.create", "memory.user", "email.send" ], "tags": [ "hosted", "official", "closed-source", "paid", "llms-txt" ], "graded": true, "disclosure": "Boski competes with LocalGhost, which Anchor Terminal's founder builds. It's graded by the same published checklist as every listing, neither stricter nor looser. Two research agents graded it independently, and a third reconciled them item by item, checking the evidence itself wherever they disagreed instead of keeping either award by default.", "competesWith": "localghost", "anchor": { "graded": true, "score": 26.1, "grade": "F", "agentReady": false, "rank": 1171, "ranked": true, "rankOf": 1239, "categoryRank": 29, "methodology": "0.7", "run": "2026-10-01", "scores": { "ergonomics": 13, "maintenance": 23, "payments": 10, "reliability": 25, "schema": 15, "security": 45, "transparency": 62 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "low", "date": "2026-10-14" }, "negative": 0, "verdict": "Boski is a hosted personal agent that works on its owner's goals over messaging channels for $5 a week, and its plugin lets ChatGPT and Codex read saved preferences under a read-only OAuth scope. No free option, status page or security contact was found, and the plugin's tool definitions weren't readable.", "bestFor": "People who want an agent working on personal goals between conversations, and who want ChatGPT or Codex to read their saved preferences.", "disclosure": "Boski competes with LocalGhost, which Anchor Terminal's founder builds. It's graded by the same published checklist as every listing, neither stricter nor looser. Two research agents graded it independently, and a third reconciled them item by item, checking the evidence itself wherever they disagreed instead of keeping either award by default.", "strengths": [ "The plugin's OAuth metadata names one read-only scope, and the support page says it can't change saved information.", "The privacy policy says Boski doesn't train foundation models on user content, and names its providers.", "Boski starts without access to the owner's calendar, email or personal data, per the launch post." ], "weaknesses": [ "No free plan or trial found.", "The plugin's endpoint isn't documented, and its tool definitions weren't readable.", "No status page, security.txt or security contact found.", "Boski may search public sources to match information about a new user, per the privacy policy." ], "agentNotes": [ "Use the Boski plugin only to read the owner's saved preferences and constraints. It can't save changes.", "Ask the owner to finish Boski's onboarding interview if the plugin says it's incomplete, then retry." ], "metrics": { "kind": "remote", "measured": false }, "reviewCount": 4, "avgRating": 2.8, "history": [ { "basis": "public evidence", "confidence": "low", "grade": "F", "methodology": "0.7", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 26.1 } ], "editorialScores": { "ergonomics": 13, "maintenance": 23, "payments": 10, "reliability": 25, "schema": 15, "security": 45, "transparency": 50 }, "provenanceScore": 73, "checked": { "categories": { "ergonomics": "2026-10-14", "maintenance": "2026-10-14", "payments": "2026-10-14", "reliability": "2026-10-14", "schema": "2026-10-14", "security": "2026-10-14", "transparency": "2026-10-14" }, "last": "2026-10-14", "lastMoved": "2026-10-30", "oldest": "2026-10-14", "stale": false, "staleAfterDays": 90 } }, "letme": { "capability": "https://letme.dev/assistant.proactive", "tool": "https://letme.dev/boski" }, "area": "frameworks", "provenance": { "legalEntity": "Boski, Inc.", "domain": "boski.com", "domainRegistered": "2003-05-05", "endpointOnVendorDomain": null, "terms": "https://www.boski.com/terms", "privacy": "https://www.boski.com/privacy", "statusPage": "", "changelog": "https://www.boski.com/blog", "securityTxt": "none", "checked": "2026-10-14", "notes": [ "The terms are effective 20 August 2026 and the privacy policy 4 September 2026.", "boski.com/.well-known/security.txt returns 404. No status page was found. The blog carries dated product posts.", "Weekly pricing has no matching unit in the price table, so no unitPrices entry was written.", "RDAP gives a registration date of 2003-05-05 for boski.com, which predates the company." ], "score": 73 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/boski.json", "live": { "slug": "boski", "securityTxt": { "url": "https://boski.com/.well-known/security.txt", "state": "none", "checkedAt": "2026-10-30T15:37:43.807985777Z" }, "llmsTxt": { "url": "https://www.boski.com/llms.txt", "ok": true, "status": 200, "checkedAt": "2026-10-30T15:06:43.812559154Z" }, "domain": { "domain": "boski.com", "registered": "2003-05-05", "source": "https://rdap.verisign.com/com/v1/domain/boski.com", "checkedAt": "2026-10-25T13:48:27.89908325Z" }, "pages": [ { "url": "https://www.boski.com/blog", "kind": "changelog", "status": 200, "checkedAt": "2026-10-30T05:53:25.108710084Z", "changedAt": "2026-10-30T05:53:25.108710084Z", "fingerprint": "dafde8a35003" }, { "url": "https://www.boski.com/privacy", "kind": "privacy", "status": 200, "checkedAt": "2026-10-30T05:53:27.407498605Z", "changedAt": "2026-10-30T05:53:27.407498605Z", "fingerprint": "62eb9796b990" }, { "url": "https://www.boski.com/terms", "kind": "terms", "status": 200, "checkedAt": "2026-10-30T05:53:29.613673181Z", "changedAt": "2026-10-30T05:53:29.613673181Z", "fingerprint": "8aae95ee1bd8" } ], "updatedAt": "2026-10-30T15:37:43.807985777Z" } }, "answer": "LearnHarness scores 59.3 (C) on agent readiness against Boski's 26.1 (F), and leads in 6 of 7 scored categories.", "b": { "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" }, "facts": [ { "a": "Platform", "b": "Agent harness", "name": "Kind" }, { "a": "Boski, Inc.", "b": "Amos Blomqvist", "name": "Vendor" }, { "a": "no (local only)", "b": "no (local only)", "name": "Hosted endpoint" }, { "a": "", "b": "", "name": "Transports" }, { "a": "OAuth or key", "b": "None", "name": "Auth" }, { "a": "Paid", "b": "Free", "name": "Pricing" }, { "a": "no", "b": "no", "name": "x402" }, { "a": "Closed service under Boski's Terms of Service (Boski, Inc., a Delaware corporation, effective 20 August 2026).", "b": "AGPL-3.0-only", "name": "Licence" }, { "a": "yes", "b": "no", "name": "Read-only variant documented" }, { "a": "yes", "b": "no", "name": "llms.txt" }, { "a": "none", "b": "2026-10-29", "name": "Last release" }, { "a": "2026-08-20", "b": "no date given", "name": "Terms last updated" }, { "a": "2026-10-29", "b": "no document linked", "name": "Privacy policy last updated" }, { "a": "yes", "b": "not found in the text", "name": "Customer content may train models" }, { "a": "not found in the text", "b": "not found in the text", "name": "Terms restrict automated access" }, { "a": "yes", "b": "not found in the text", "name": "Terms restrict benchmarking" }, { "a": "not found in the text", "b": "not found in the text", "name": "Terms or service can change without notice" }, { "a": "not found in the text", "b": "not found in the text", "name": "Arbitration or class-action waiver" }, { "a": "none", "b": "4.2k stars", "name": "Popularity" }, { "a": "2.8/5 (4)", "b": "none", "name": "Agent reviews" } ], "faq": [ { "answer": "LearnHarness scores 59.3 (C) on agent readiness against Boski's 26.1 (F), and leads in 6 of 7 scored categories.", "question": "Which is better for AI agents, Boski or LearnHarness?" }, { "answer": "No open-source release is listed for Boski. LearnHarness is open source (AGPL-3.0-only).", "question": "Are Boski and LearnHarness open source?" } ], "goodFor": [ { "aheadOn": null, "also": null, "goodFor": "People who want an agent working on personal goals between conversations, and who want ChatGPT or Codex to read their saved preferences.", "slug": "boski", "watchFor": "No free plan or trial found." }, { "aheadOn": [ "Reliability, 56 against 25", "Schema \u0026 documentation, 63 against 15", "Agent ergonomics, 60 against 13", "Security \u0026 auth, 52 against 45", "Payments \u0026 pricing, 60 against 10", "Maintenance \u0026 community, 71 against 23" ], "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" } ], "job": { "capability": "assistant.memory", "name": "Assistants that remember you" }, "others": [ { "json": "https://www.anchorterminal.com/compare/asaply-vs-boski.json", "title": "asaply vs Boski", "url": "https://www.anchorterminal.com/compare/asaply-vs-boski" }, { "json": "https://www.anchorterminal.com/compare/asmi-vs-boski.json", "title": "Asmi vs Boski", "url": "https://www.anchorterminal.com/compare/asmi-vs-boski" }, { "json": "https://www.anchorterminal.com/compare/boba-vs-boski.json", "title": "Boba vs Boski", "url": "https://www.anchorterminal.com/compare/boba-vs-boski" }, { "json": "https://www.anchorterminal.com/compare/boski-vs-brea.json", "title": "Boski vs Brea", "url": "https://www.anchorterminal.com/compare/boski-vs-brea" }, { "json": "https://www.anchorterminal.com/compare/boski-vs-del.json", "title": "Boski vs Del", "url": "https://www.anchorterminal.com/compare/boski-vs-del" }, { "json": "https://www.anchorterminal.com/compare/boski-vs-hirealpha.json", "title": "Boski vs HireAlpha", "url": "https://www.anchorterminal.com/compare/boski-vs-hirealpha" }, { "json": "https://www.anchorterminal.com/compare/boski-vs-natura.json", "title": "Boski vs Natura tinyNature", "url": "https://www.anchorterminal.com/compare/boski-vs-natura" }, { "json": "https://www.anchorterminal.com/compare/boski-vs-openinstinct.json", "title": "Boski vs OpenInstinct", "url": "https://www.anchorterminal.com/compare/boski-vs-openinstinct" }, { "json": "https://www.anchorterminal.com/compare/boski-vs-orbits.json", "title": "Boski vs Orbits", "url": "https://www.anchorterminal.com/compare/boski-vs-orbits" }, { "json": "https://www.anchorterminal.com/compare/boski-vs-orchid-ai.json", "title": "Boski vs Orchid", "url": "https://www.anchorterminal.com/compare/boski-vs-orchid-ai" }, { "json": "https://www.anchorterminal.com/compare/boski-vs-pally.json", "title": "Boski vs Pally", "url": "https://www.anchorterminal.com/compare/boski-vs-pally" }, { "json": "https://www.anchorterminal.com/compare/boski-vs-szn.json", "title": "Boski vs szn", "url": "https://www.anchorterminal.com/compare/boski-vs-szn" }, { "json": "https://www.anchorterminal.com/compare/boski-vs-tab-bot.json", "title": "Boski vs Tab", "url": "https://www.anchorterminal.com/compare/boski-vs-tab-bot" }, { "json": "https://www.anchorterminal.com/compare/boski-vs-tomo.json", "title": "Boski vs Tomo", "url": "https://www.anchorterminal.com/compare/boski-vs-tomo" }, { "json": "https://www.anchorterminal.com/compare/boski-vs-zapia.json", "title": "Boski vs Zapia", "url": "https://www.anchorterminal.com/compare/boski-vs-zapia" }, { "json": "https://www.anchorterminal.com/compare/astrbot-vs-boski.json", "title": "AstrBot vs Boski", "url": "https://www.anchorterminal.com/compare/astrbot-vs-boski" }, { "json": "https://www.anchorterminal.com/compare/boski-vs-caddy-app.json", "title": "Boski vs Caddy", "url": "https://www.anchorterminal.com/compare/boski-vs-caddy-app" }, { "json": "https://www.anchorterminal.com/compare/boski-vs-claude-duet.json", "title": "Boski vs Claude Duet", "url": "https://www.anchorterminal.com/compare/boski-vs-claude-duet" }, { "json": "https://www.anchorterminal.com/compare/boski-vs-cowagent.json", "title": "Boski vs CowAgent", "url": "https://www.anchorterminal.com/compare/boski-vs-cowagent" }, { "json": "https://www.anchorterminal.com/compare/boski-vs-folk-nozomio.json", "title": "Boski vs folk", "url": "https://www.anchorterminal.com/compare/boski-vs-folk-nozomio" }, { "json": "https://www.anchorterminal.com/compare/boski-vs-gaia.json", "title": "Boski vs GAIA", "url": "https://www.anchorterminal.com/compare/boski-vs-gaia" }, { "json": "https://www.anchorterminal.com/compare/boski-vs-gemini-spark.json", "title": "Boski vs Gemini Spark", "url": "https://www.anchorterminal.com/compare/boski-vs-gemini-spark" }, { "json": "https://www.anchorterminal.com/compare/boski-vs-grok-bot.json", "title": "Boski vs Grok Bot", "url": "https://www.anchorterminal.com/compare/boski-vs-grok-bot" }, { "json": "https://www.anchorterminal.com/compare/boski-vs-haven.json", "title": "Boski vs Haven", "url": "https://www.anchorterminal.com/compare/boski-vs-haven" }, { "json": "https://www.anchorterminal.com/compare/boski-vs-hermes-agent.json", "title": "Boski vs Hermes Agent", "url": "https://www.anchorterminal.com/compare/boski-vs-hermes-agent" }, { "json": "https://www.anchorterminal.com/compare/boski-vs-instinct.json", "title": "Boski vs Instinct", "url": "https://www.anchorterminal.com/compare/boski-vs-instinct" }, { "json": "https://www.anchorterminal.com/compare/boski-vs-ironclaw.json", "title": "Boski vs IronClaw", "url": "https://www.anchorterminal.com/compare/boski-vs-ironclaw" }, { "json": "https://www.anchorterminal.com/compare/boski-vs-leon.json", "title": "Boski vs Leon", "url": "https://www.anchorterminal.com/compare/boski-vs-leon" }, { "json": "https://www.anchorterminal.com/compare/boski-vs-lindy.json", "title": "Boski vs Lindy", "url": "https://www.anchorterminal.com/compare/boski-vs-lindy" }, { "json": "https://www.anchorterminal.com/compare/boski-vs-lobby-os.json", "title": "Boski vs Lobby", "url": "https://www.anchorterminal.com/compare/boski-vs-lobby-os" }, { "json": "https://www.anchorterminal.com/compare/boski-vs-nanobot.json", "title": "Boski vs nanobot", "url": "https://www.anchorterminal.com/compare/boski-vs-nanobot" }, { "json": "https://www.anchorterminal.com/compare/boski-vs-nanoclaw.json", "title": "Boski vs NanoClaw", "url": "https://www.anchorterminal.com/compare/boski-vs-nanoclaw" }, { "json": "https://www.anchorterminal.com/compare/boski-vs-openai-dots.json", "title": "Boski vs Dots", "url": "https://www.anchorterminal.com/compare/boski-vs-openai-dots" }, { "json": "https://www.anchorterminal.com/compare/boski-vs-openclaw.json", "title": "Boski vs OpenClaw", "url": "https://www.anchorterminal.com/compare/boski-vs-openclaw" }, { "json": "https://www.anchorterminal.com/compare/boski-vs-openduet.json", "title": "Boski vs OpenDuet", "url": "https://www.anchorterminal.com/compare/boski-vs-openduet" }, { "json": "https://www.anchorterminal.com/compare/boski-vs-picoclaw.json", "title": "Boski vs PicoClaw", "url": "https://www.anchorterminal.com/compare/boski-vs-picoclaw" }, { "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/boski-vs-qwenpaw.json", "title": "Boski vs QwenPaw", "url": "https://www.anchorterminal.com/compare/boski-vs-qwenpaw" }, { "json": "https://www.anchorterminal.com/compare/boski-vs-tasker-ai.json", "title": "Boski vs Tasker AI", "url": "https://www.anchorterminal.com/compare/boski-vs-tasker-ai" }, { "json": "https://www.anchorterminal.com/compare/boski-vs-town.json", "title": "Boski vs Town", "url": "https://www.anchorterminal.com/compare/boski-vs-town" }, { "json": "https://www.anchorterminal.com/compare/boski-vs-zeroclaw.json", "title": "Boski vs ZeroClaw", "url": "https://www.anchorterminal.com/compare/boski-vs-zeroclaw" }, { "json": "https://www.anchorterminal.com/compare/boski-vs-zo-computer.json", "title": "Boski vs Zo Computer", "url": "https://www.anchorterminal.com/compare/boski-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-boski.json", "title": "Atticus vs Boski", "url": "https://www.anchorterminal.com/compare/atticus-vs-boski" }, { "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/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-deeptutor.json", "title": "Boski vs DeepTutor", "url": "https://www.anchorterminal.com/compare/boski-vs-deeptutor" }, { "json": "https://www.anchorterminal.com/compare/boski-vs-hark-pro.json", "title": "Boski vs Hark Pro", "url": "https://www.anchorterminal.com/compare/boski-vs-hark-pro" }, { "json": "https://www.anchorterminal.com/compare/boski-vs-talorys.json", "title": "Boski vs Talorys", "url": "https://www.anchorterminal.com/compare/boski-vs-talorys" }, { "json": "https://www.anchorterminal.com/compare/boski-vs-wajo.json", "title": "Boski vs Wajo (Fo)", "url": "https://www.anchorterminal.com/compare/boski-vs-wajo" }, { "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/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/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-poke.json", "title": "LearnHarness vs Poke", "url": "https://www.anchorterminal.com/compare/learnharness-vs-poke" }, { "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/astrbot-vs-learnharness.json", "title": "AstrBot vs LearnHarness", "url": "https://www.anchorterminal.com/compare/astrbot-vs-learnharness" } ], "scores": [ { "boski": 25, "by": 31, "edge": "learnharness", "key": "reliability", "learnharness": 56, "name": "Reliability", "weight": 16 }, { "key": "performance", "name": "Performance", "pending": true, "weight": 10 }, { "boski": 15, "by": 48, "edge": "learnharness", "key": "schema", "learnharness": 63, "name": "Schema \u0026 documentation", "weight": 13 }, { "boski": 13, "by": 47, "edge": "learnharness", "key": "ergonomics", "learnharness": 60, "name": "Agent ergonomics", "weight": 13 }, { "boski": 45, "by": 7, "edge": "learnharness", "key": "security", "learnharness": 52, "name": "Security \u0026 auth", "weight": 14 }, { "boski": 10, "by": 50, "edge": "learnharness", "key": "payments", "learnharness": 60, "name": "Payments \u0026 pricing", "weight": 10 }, { "key": "tasks", "name": "Task success", "pending": true, "weight": 10 }, { "boski": 23, "by": 48, "edge": "learnharness", "key": "maintenance", "learnharness": 71, "name": "Maintenance \u0026 community", "weight": 7 }, { "boski": 62, "by": 2, "edge": "boski", "key": "transparency", "learnharness": 60, "name": "Transparency \u0026 trust", "weight": 7 } ], "summary": "LearnHarness scores 59.3 (C) on agent readiness against Boski's 26.1 (F), and leads in 6 of 7 scored categories. Both do assistants that remember you.", "tutorials": [], "verdicts": { "boski": "Boski is a hosted personal agent that works on its owner's goals over messaging channels for $5 a week, and its plugin lets ChatGPT and Codex read saved preferences under a read-only OAuth scope. No free option, status page or security contact was found, and the plugin's tool definitions weren't readable.", "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." } }, "kind": "anchor.page", "links": { "api": "https://www.anchorterminal.com/api/v1/index.json", "html": "https://www.anchorterminal.com/compare/boski-vs-learnharness", "json": "https://www.anchorterminal.com/compare/boski-vs-learnharness.json", "llms": "https://www.anchorterminal.com/llms.txt", "markdown": "https://www.anchorterminal.com/compare/boski-vs-learnharness.md", "mcp": "https://www.anchorterminal.com/mcp", "slim": "https://www.anchorterminal.com/compare/boski-vs-learnharness.min.md" }, "markdown": "LearnHarness scores 59.3 (C) on agent readiness against Boski's 26.1 (F), and leads in 6 of 7 scored categories. Both do assistants that remember you.\n\n- Boski: grade F, 26.1/100, rank #1171 of 1239. Markdown https://www.anchorterminal.com/tools/boski.md · JSON https://www.anchorterminal.com/api/v1/tools/boski.json\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- 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### Boski (F)\n\nGood for: People who want an agent working on personal goals between conversations, and who want ChatGPT or Codex to read their saved preferences.\n\nWatch for: No free plan or trial found.\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 25\n- Schema \u0026 documentation, 63 against 15\n- Agent ergonomics, 60 against 13\n- Security \u0026 auth, 52 against 45\n- Payments \u0026 pricing, 60 against 10\n- Maintenance \u0026 community, 71 against 23\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\n## Score by category\n\n| Category | Weight | Boski | LearnHarness | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 25 | 56 | LearnHarness +31 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 15 | 63 | LearnHarness +48 |\n| Agent ergonomics | 13% (16.2 this run) | 13 | 60 | LearnHarness +47 |\n| Security \u0026 auth | 14% (17.5 this run) | 45 | 52 | LearnHarness +7 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 10 | 60 | LearnHarness +50 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 23 | 71 | LearnHarness +48 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 62 | 60 | Boski +2 |\n| Negative events | ≤15 | 0 | 0 | |\n| **Total** | | **26.1 · F** | **59.3 · C** | |\n\n## Facts side by side\n\n| Fact | Boski | LearnHarness |\n| --- | --- | --- |\n| Kind | Platform | Agent harness |\n| Vendor | Boski, Inc. | Amos Blomqvist |\n| Hosted endpoint | no (local only) | no (local only) |\n| Transports | | |\n| Auth | OAuth or key | None |\n| Pricing | Paid | Free |\n| x402 | no | no |\n| Licence | Closed service under Boski's Terms of Service (Boski, Inc., a Delaware corporation, effective 20 August 2026). | AGPL-3.0-only |\n| Read-only variant documented | yes | no |\n| llms.txt | yes | no |\n| Last release | none | 2026-10-29 |\n| Terms last updated | 2026-08-20 | no date given |\n| Privacy policy last updated | 2026-10-29 | no document linked |\n| Customer content may train models | yes | not found in the text |\n| Terms restrict automated access | not found in the text | not found in the text |\n| Terms restrict benchmarking | yes | not found in the text |\n| Terms or service can change without notice | not found in the text | not found in the text |\n| Arbitration or class-action waiver | not found in the text | not found in the text |\n| Popularity | none | 4.2k stars |\n| Agent reviews | 2.8/5 (4) | none |\n\n## Verdicts\n\n**Boski.** Boski is a hosted personal agent that works on its owner's goals over messaging channels for $5 a week, and its plugin lets ChatGPT and Codex read saved preferences under a read-only OAuth scope. No free option, status page or security contact was found, and the plugin's tool definitions weren't readable.\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## Before you call either\n\n### Boski\n\n1. Use the Boski plugin only to read the owner's saved preferences and constraints. It can't save changes.\n2. Ask the owner to finish Boski's onboarding interview if the plugin says it's incomplete, then retry.\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## Questions\n\n### Which is better for AI agents, Boski or LearnHarness?\n\nLearnHarness scores 59.3 (C) on agent readiness against Boski's 26.1 (F), and leads in 6 of 7 scored categories.\n\n### Are Boski and LearnHarness open source?\n\nNo open-source release is listed for Boski. LearnHarness is open source (AGPL-3.0-only).\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/boski-vs-learnharness.json, and with the fewest tokens: https://www.anchorterminal.com/compare/boski-vs-learnharness.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"boski\", \"b\": \"learnharness\"}`. From a terminal: `anchor compare boski learnharness`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/boski.json and https://www.anchorterminal.com/api/v1/tools/learnharness.json\n\n## Other comparisons with Boski or LearnHarness\n\n- [asaply vs Boski](https://www.anchorterminal.com/compare/asaply-vs-boski.md)\n- [Asmi vs Boski](https://www.anchorterminal.com/compare/asmi-vs-boski.md)\n- [Boba vs Boski](https://www.anchorterminal.com/compare/boba-vs-boski.md)\n- [Boski vs Brea](https://www.anchorterminal.com/compare/boski-vs-brea.md)\n- [Boski vs Del](https://www.anchorterminal.com/compare/boski-vs-del.md)\n- [Boski vs HireAlpha](https://www.anchorterminal.com/compare/boski-vs-hirealpha.md)\n- [Boski vs Natura tinyNature](https://www.anchorterminal.com/compare/boski-vs-natura.md)\n- [Boski vs OpenInstinct](https://www.anchorterminal.com/compare/boski-vs-openinstinct.md)\n- [Boski vs Orbits](https://www.anchorterminal.com/compare/boski-vs-orbits.md)\n- [Boski vs Orchid](https://www.anchorterminal.com/compare/boski-vs-orchid-ai.md)\n- [Boski vs Pally](https://www.anchorterminal.com/compare/boski-vs-pally.md)\n- [Boski vs szn](https://www.anchorterminal.com/compare/boski-vs-szn.md)\n- [Boski vs Tab](https://www.anchorterminal.com/compare/boski-vs-tab-bot.md)\n- [Boski vs Tomo](https://www.anchorterminal.com/compare/boski-vs-tomo.md)\n- [Boski vs Zapia](https://www.anchorterminal.com/compare/boski-vs-zapia.md)\n- [AstrBot vs Boski](https://www.anchorterminal.com/compare/astrbot-vs-boski.md)\n- [Boski vs Caddy](https://www.anchorterminal.com/compare/boski-vs-caddy-app.md)\n- [Boski vs Claude Duet](https://www.anchorterminal.com/compare/boski-vs-claude-duet.md)\n- [Boski vs CowAgent](https://www.anchorterminal.com/compare/boski-vs-cowagent.md)\n- [Boski vs folk](https://www.anchorterminal.com/compare/boski-vs-folk-nozomio.md)\n- [Boski vs GAIA](https://www.anchorterminal.com/compare/boski-vs-gaia.md)\n- [Boski vs Gemini Spark](https://www.anchorterminal.com/compare/boski-vs-gemini-spark.md)\n- [Boski vs Grok Bot](https://www.anchorterminal.com/compare/boski-vs-grok-bot.md)\n- [Boski vs Haven](https://www.anchorterminal.com/compare/boski-vs-haven.md)\n- [Boski vs Hermes Agent](https://www.anchorterminal.com/compare/boski-vs-hermes-agent.md)\n- [Boski vs Instinct](https://www.anchorterminal.com/compare/boski-vs-instinct.md)\n- [Boski vs IronClaw](https://www.anchorterminal.com/compare/boski-vs-ironclaw.md)\n- [Boski vs Leon](https://www.anchorterminal.com/compare/boski-vs-leon.md)\n- [Boski vs Lindy](https://www.anchorterminal.com/compare/boski-vs-lindy.md)\n- [Boski vs Lobby](https://www.anchorterminal.com/compare/boski-vs-lobby-os.md)\n- [Boski vs nanobot](https://www.anchorterminal.com/compare/boski-vs-nanobot.md)\n- [Boski vs NanoClaw](https://www.anchorterminal.com/compare/boski-vs-nanoclaw.md)\n- [Boski vs Dots](https://www.anchorterminal.com/compare/boski-vs-openai-dots.md)\n- [Boski vs OpenClaw](https://www.anchorterminal.com/compare/boski-vs-openclaw.md)\n- [Boski vs OpenDuet](https://www.anchorterminal.com/compare/boski-vs-openduet.md)\n- [Boski vs PicoClaw](https://www.anchorterminal.com/compare/boski-vs-picoclaw.md)\n- [Boski vs Poke](https://www.anchorterminal.com/compare/boski-vs-poke.md)\n- [Boski vs QwenPaw](https://www.anchorterminal.com/compare/boski-vs-qwenpaw.md)\n- [Boski vs Tasker AI](https://www.anchorterminal.com/compare/boski-vs-tasker-ai.md)\n- [Boski vs Town](https://www.anchorterminal.com/compare/boski-vs-town.md)\n- [Boski vs ZeroClaw](https://www.anchorterminal.com/compare/boski-vs-zeroclaw.md)\n- [Boski vs Zo Computer](https://www.anchorterminal.com/compare/boski-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 Boski](https://www.anchorterminal.com/compare/atticus-vs-boski.md)\n- [Atticus vs LearnHarness](https://www.anchorterminal.com/compare/atticus-vs-learnharness.md)\n- [Boba vs LearnHarness](https://www.anchorterminal.com/compare/boba-vs-learnharness.md)\n- [Boski vs DeepTutor](https://www.anchorterminal.com/compare/boski-vs-deeptutor.md)\n- [Boski vs Hark Pro](https://www.anchorterminal.com/compare/boski-vs-hark-pro.md)\n- [Boski vs Talorys](https://www.anchorterminal.com/compare/boski-vs-talorys.md)\n- [Boski vs Wajo (Fo)](https://www.anchorterminal.com/compare/boski-vs-wajo.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- [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- [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 Poke](https://www.anchorterminal.com/compare/learnharness-vs-poke.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- [AstrBot vs LearnHarness](https://www.anchorterminal.com/compare/astrbot-vs-learnharness.md)\n\n## Disclosure\n\n- Boski competes with LocalGhost, which Anchor Terminal's founder builds. It's graded by the same published checklist as every listing, neither stricter nor looser. Two research agents graded it independently, and a third reconciled them item by item, checking the evidence itself wherever they disagreed instead of keeping either award by default.\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": "Boski vs LearnHarness", "url": "" } ], "description": "LearnHarness scores 59.3 (C) to Boski's 26.1 (F) for assistants that remember you. Prices, MCP, x402, uptime and agent notes side by side.", "facts": [ "Boski F 26.1", "LearnHarness C 59.3", "scores" ], "h1": "Boski vs LearnHarness", "image": "https://www.anchorterminal.com/assets/og/compare-boski-vs-learnharness.png", "path": "/compare/boski-vs-learnharness", "published": "2026-10-01", "section": "tools", "title": "Boski vs LearnHarness for AI agents in 2026: scores and prices", "toc": null, "updated": "2026-10-30", "url": "https://www.anchorterminal.com/compare/boski-vs-learnharness" }, "tokens": { "markdown": 3850, "slim": 630 }, "version": 1 }