{ "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": 650, "ranked": true, "rankOf": 1244, "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 Skydive's 52.1 (D), and leads in 4 of 7 scored categories. Skydive leads on schema \u0026 documentation, security \u0026 auth and transparency \u0026 trust.", "b": { "slug": "skydive", "name": "Skydive", "vendor": "Create, Inc.", "vendorUrl": "https://www.skydive.com", "kind": "platform", "category": "personal-assistants", "summary": "Skydive, from Create, Inc., hosts AI agents that each get a cloud Linux computer, file-based memory and connected apps. People reach them on the web, in Slack, by email, SMS or iMessage, in a Mac app or from a CLI.", "url": "https://www.anchorterminal.com/tools/skydive", "markdownUrl": "https://www.anchorterminal.com/tools/skydive.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/skydive.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/skydive.json", "license": "Closed service under the Skydive Terms of Service (Create, Inc.), effective 29 July 2026. The skydive-cli npm package is published under the MIT licence.", "transports": [ "http" ], "remoteUrl": "https://api.skydive.com/v1", "packages": [ { "registry": "npm", "name": "skydive-cli" } ], "auth": "mixed", "authNotes": "The REST API takes a bearer API key (sky_live_...) with a `use` or `edit` scope, bound to one agent or to the account (https://www.skydive.com/docs/api-reference/overview.md). The CLI uses that key or a browser device sign-in, or SKYDIVE_SESSION_TOKEN for non-interactive use (https://www.skydive.com/docs/cli/authentication.md). People sign in to the web app with Google, Slack or a password (https://www.skydive.com/docs/changelog.md). Connected services use OAuth, MCP OAuth or stored secrets injected by Skydive's proxy.", "pricing": "freemium", "pricingNotes": "Free at US$0 a month, pay as you go with no card, starting with a small amount of credit. Starter is US$20 a month and Team US$200 a month, each flat per workspace with unlimited seats and agents, and the fee becomes usage credit 1:1. Enterprise is custom. Model usage is passed through at cost with no markup (the vendor's claim), and compute and metered services also draw the balance. A dedicated iMessage line is US$100 a month per agent (https://www.skydive.com/docs/account/pricing.md, checked 31 October 2026).", "priceSummary": "$20 / mo", "where": "hosted", "x402": { "level": "no", "evidence": "No x402, MPP or L402 in the docs llms.txt, the blog llms.txt, the OpenAPI document or the site's JS bundle, checked 31 October 2026. Usage is paid from a prepaid credit balance by card through the billing page.", "endpoints": [] }, "toolCount": null, "popularity": { "githubStars": null, "npmWeekly": 5465, "pypiWeekly": null, "asOf": "2026-10-31" }, "docsUrl": "https://www.skydive.com/docs/get-started/welcome", "llmsTxt": "https://www.skydive.com/docs/llms.txt", "openapi": "https://api.skydive.com/v1/openapi.json", "capabilities": [ "assistant.memory", "assistant.messaging", "assistant.accounts", "assistant.proactive", "agent.mcp-client", "agent.multi-agent", "browser.hosted", "email.inbound", "email.send", "mailbox.read", "mailbox.send", "calendar.write", "messaging.inbound", "web.search", "desktop.control" ], "tags": [ "hosted", "official", "closed-source", "freemium", "no-card", "llms-txt", "openapi", "api-key", "cli", "status-page", "security-txt", "mcp-client", "slack", "email", "imessage", "sms", "macos", "desktop-app", "trains-on-data-by-default", "enterprise" ], "lastRelease": "2026-08-26", "graded": true, "disclosure": "Skydive 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": 52.1, "grade": "D", "agentReady": false, "rank": 899, "ranked": true, "rankOf": 1244, "categoryRank": 14, "methodology": "0.7", "run": "2026-10-01", "scores": { "ergonomics": 59, "maintenance": 56, "payments": 35, "reliability": 41, "schema": 81, "security": 59, "transparency": 75 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "medium", "date": "2026-10-31" }, "negative": -5, "negativeNotes": [ "Misleading claims, -5 for the three below together, read by us on 31 October 2026. 1) Training. The pricing page FAQ answers \"Is my data used to train models?\" with \"No. Your data is never used to train models, ours or anyone else's\", and the home page's security section says \"your data is never used to train models\", while the privacy policy (section 4) and the Terms of Service (9.2), both of 29 July 2026, say training on customer content \"is on by default\" with a workspace or organisation opt-out. Alone this would be Lindy's -3 for a pricing-page answer the vendor's own pages contradict (https://www.skydive.com/assets/main-MHOpsky7.js, https://www.skydive.com/privacy).", "2) Certification, one of the three. The home page says \"SOC 2 compliant\" twice and the site footer shows a badge with the alt text \"SOC 2 Type 1\", while the DPA (7.2) says that as of 29 July 2026 Create is pursuing SOC 2 compliance and does not represent that any SOC 2 or ISO 27001 report or certification has been completed, and the privacy policy says Create is pursuing SOC 2. No report or trust centre was found. Alone this would be the ScaleDown and Nevermined -2 (https://www.skydive.com/assets/main-MHOpsky7.js, https://www.skydive.com/dpa).", "3) Secrets, one of the three. The Secrets, Network controls and Permissioning pages say the agent never sees a secret, that it \"was never in the sandbox to begin with\" and that the design \"removes the whole class of risk\", and the pricing FAQ says secrets are \"never shown to the model\". The platform CLI, which the docs say is inside every agent's sandbox, lists `secrets get` to read a value and `secrets download --plain` to print raw values, and the OpenAPI description of setAgentSecret says the value becomes an environment variable in the sandbox. Alone this would be at least the -2 Picoclaw and OpenInstinct took for a security claim the product doesn't keep. None of the three is corrected, so the deduction is the top of the range for misleading claims rather than -7, as Self Agent Vault and AgentOS folded several claims into one deduction (https://www.skydive.com/docs/integrations/secrets.md, https://www.skydive.com/docs/capabilities/network.md, https://www.skydive.com/docs/api-reference/cli/secrets.md, https://www.skydive.com/docs/api-reference/platform-cli.md, https://api.skydive.com/v1/openapi.json)." ], "verdict": "Skydive publishes an OpenAPI 3.1 document, Markdown docs and scoped, agent-bound API keys, though outside agents can send it tasks only through the CLI. Its status page records several major incidents, including a 25-hour Agent Hosting outage, and its home and pricing pages say data is never used for training while the privacy policy turns training on by default.", "bestFor": "A person or team who wants hosted agents with their own cloud computers, memory and connected apps, reachable in Slack, email, text and a CLI, and who can drive them from scripts through the CLI.", "disclosure": "Skydive 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": [ "A public OpenAPI 3.1 document covers all 11 API operations, and llms.txt indexes a Markdown copy of every docs page.", "API keys carry a read-only `use` or an `edit` scope, can be bound to one agent, are stored hashed and revoke immediately.", "Owners and admins get an always-on, exportable audit log covering secret access, API-key changes and sign-ins, per the Roles page.", "The privacy policy names 22 subprocessors and gives retention periods of 30, 60 and 90 days and 12 months.", "Free workspaces start with credit and no card, and per-token model rates are published at cost (the vendor's claim)." ], "weaknesses": [ "The API has no operation for sending an agent a task. That runs through the CLI's `chat -p`, outside the OpenAPI contract.", "Several major incidents in 90 days, among them a 25-hour Agent Hosting outage on 28 and 29 October 2026, per status.skydive.com.", "The home page and pricing FAQ say data is never used to train models, while the privacy policy turns training on by default.", "The docs say agents never see secrets, but the platform CLI inside the sandbox can print raw secret values.", "The site says SOC 2 compliant and shows a SOC 2 Type 1 badge, while the DPA says no SOC 2 report has been completed." ], "agentNotes": [ "Send tasks with `skydive chat -p \"...\" --agent \u003cid\u003e --json` and pass `--conversation \u003cid\u003e` from the JSON to keep context. The REST API can't send a task.", "Don't retry `chat -p` or a create blindly after a timeout. There's no idempotency key, so list agents or keys before retrying.", "Ask the owner for an agent-bound `use` key when you only need to read. Account-level `edit` keys can create agents and mint keys.", "Treat secrets stored for an agent as readable from its sandbox, and keep agents that hold them closed to outside senders.", "Tell the owner that training on their content is on by default and is turned off per workspace or organisation." ], "metrics": { "kind": "remote", "measured": false }, "reviewCount": 0, "avgRating": 0, "history": [ { "basis": "public evidence", "confidence": "medium", "grade": "D", "methodology": "0.7", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 52.1 } ], "editorialScores": { "ergonomics": 59, "maintenance": 56, "payments": 35, "reliability": 41, "schema": 81, "security": 59, "transparency": 55 }, "provenanceScore": 95, "checked": { "categories": { "ergonomics": "2026-10-31", "maintenance": "2026-10-31", "payments": "2026-10-31", "reliability": "2026-10-31", "schema": "2026-10-31", "security": "2026-10-31", "transparency": "2026-10-31" }, "last": "2026-10-31", "oldest": "2026-10-31", "stale": false, "staleAfterDays": 90 } }, "connect": { "install": "npm install -g skydive-cli", "http": "curl https://api.skydive.com/v1/agents \\\n -H \"Authorization: Bearer $SKYDIVE_API_KEY\"" }, "letme": { "capability": "https://letme.dev/assistant.memory", "tool": "https://letme.dev/skydive" }, "area": "frameworks", "unitPrices": [ { "item": "Starter plan", "unit": "month", "usd": 20, "note": "Flat per workspace, unlimited seats, US$20 of usage credit a month. Yearly US$240 with US$264 of credit." }, { "item": "Team plan", "unit": "month", "usd": 200, "note": "Flat per workspace, unlimited seats, US$200 of usage credit a month. Yearly US$2,400 with US$2,640 of credit." }, { "item": "Dedicated iMessage line", "unit": "month", "usd": 100, "note": "Per agent, an add-on that grants no usage credit. A shared pool line is free." } ], "provenance": { "legalEntity": "Create, Inc.", "domain": "skydive.com", "domainRegistered": "1993-05-04", "endpointOnVendorDomain": true, "terms": "https://www.skydive.com/terms", "privacy": "https://www.skydive.com/privacy", "statusPage": "https://status.skydive.com", "changelog": "https://www.skydive.com/docs/changelog", "securityTxt": "valid", "checked": "2026-10-31", "notes": [ "skydive.com was registered 4 May 1993 and last changed 2 July 2026 (Amazon Registrar); getskydive.com was registered 21 May 2026 (Realtime Register) and redirects to www.skydive.com (https://rdap.verisign.com/com/v1/domain/skydive.com).", "The DPA (https://www.skydive.com/dpa, last updated 29 July 2026) applies only to customers with an executed Order Form, and gives privacy@skydive.com and security@skydive.com as contacts.", "The privacy policy names subprocessors including E2B, Vercel, Anthropic, OpenAI, Google, xAI, OpenRouter, Vercel AI Gateway, Exa, Pierre, AWS, Cloudflare, Slack, AgentMail, Linq, Resend, Segment, PostHog, Sentry, Stripe, Metronome and Intercom, and points to skydive.com/subprocessors.", "robots.txt on www.skydive.com allows all; the docs robots.txt sends `Content-Signal: ai-train=yes, search=yes, ai-input=yes`. api.skydive.com/robots.txt returns 404.", "The home page and legal pages render client-side; their text was read from https://www.skydive.com/assets/main-MHOpsky7.js." ], "score": 95 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/skydive.json", "live": { "slug": "skydive", "probe": { "target": "https://api.skydive.com/v1", "method": "get", "lastAt": "2026-10-31T04:23:20.573887289Z", "lastOk": true, "lastStatus": 404, "lastMs": 322, "authRequired": false, "uptime24h": 100, "uptime30d": 100, "p50ms24h": 335, "p95ms24h": 454, "samples24h": 23, "samples30d": 23, "days": [ { "date": "2026-10-31", "probes": 23, "ok": 23 } ] }, "vendorStatus": { "page": "https://status.skydive.com", "indicator": "none", "summary": "All Systems Operational", "checkedAt": "2026-10-31T04:24:46.86175428Z" }, "updatedAt": "2026-10-31T04:24:46.86175428Z" } }, "facts": [ { "a": "Agent harness", "b": "Platform", "name": "Kind" }, { "a": "Amos Blomqvist", "b": "Create, Inc.", "name": "Vendor" }, { "a": "no (local only)", "b": "https://api.skydive.com/v1", "name": "Hosted endpoint" }, { "a": "", "b": "HTTP", "name": "Transports" }, { "a": "None", "b": "OAuth or key", "name": "Auth" }, { "a": "Free", "b": "Freemium", "name": "Pricing" }, { "a": "no", "b": "no", "name": "x402" }, { "a": "AGPL-3.0-only", "b": "Closed service under the Skydive Terms of Service (Create, Inc.), effective 29 July 2026. The skydive-cli npm package is published under the MIT licence.", "name": "Licence" }, { "a": "no", "b": "yes", "name": "Read-only variant documented" }, { "a": "no", "b": "yes", "name": "llms.txt" }, { "a": "2026-10-29", "b": "2026-08-26", "name": "Last release" }, { "a": "no date given", "b": "couldn't be read", "name": "Terms last updated" }, { "a": "no document linked", "b": "couldn't be read", "name": "Privacy policy last updated" }, { "a": "not found in the text", "b": "couldn't be read", "name": "Customer content may train models" }, { "a": "not found in the text", "b": "couldn't be read", "name": "Terms restrict automated access" }, { "a": "not found in the text", "b": "couldn't be read", "name": "Terms restrict benchmarking" }, { "a": "not found in the text", "b": "couldn't be read", "name": "Terms or service can change without notice" }, { "a": "not found in the text", "b": "couldn't be read", "name": "Arbitration or class-action waiver" }, { "a": "4.2k stars", "b": "5.5k npm/wk", "name": "Popularity" } ], "faq": [ { "answer": "LearnHarness scores 59.3 (C) on agent readiness against Skydive's 52.1 (D), and leads in 4 of 7 scored categories. Skydive leads on schema \u0026 documentation, security \u0026 auth and transparency \u0026 trust.", "question": "Which is better for AI agents, LearnHarness or Skydive?" }, { "answer": "LearnHarness is open source (AGPL-3.0-only). No open-source release is listed for Skydive.", "question": "Are LearnHarness and Skydive open source?" } ], "goodFor": [ { "aheadOn": [ "Reliability, 56 against 41", "Payments \u0026 pricing, 60 against 35", "Maintenance \u0026 community, 71 against 56" ], "also": [ "No key needed to call it", "Open source", "No incidents deducted, where Skydive loses 5 points for them" ], "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": [ "Schema \u0026 documentation, 81 against 63", "Security \u0026 auth, 59 against 52", "Transparency \u0026 trust, 75 against 60" ], "also": [ "A hosted endpoint, with nothing to install" ], "goodFor": "A person or team who wants hosted agents with their own cloud computers, memory and connected apps, reachable in Slack, email, text and a CLI, and who can drive them from scripts through the CLI.", "slug": "skydive", "watchFor": "The API has no operation for sending an agent a task. That runs through the CLI's `chat -p`, outside the OpenAPI contract." } ], "job": { "capability": "assistant.memory", "name": "Assistants that remember you" }, "others": [ { "json": "https://www.anchorterminal.com/compare/asaply-vs-skydive.json", "title": "asaply vs Skydive", "url": "https://www.anchorterminal.com/compare/asaply-vs-skydive" }, { "json": "https://www.anchorterminal.com/compare/asmi-vs-skydive.json", "title": "Asmi vs Skydive", "url": "https://www.anchorterminal.com/compare/asmi-vs-skydive" }, { "json": "https://www.anchorterminal.com/compare/boba-vs-skydive.json", "title": "Boba vs Skydive", "url": "https://www.anchorterminal.com/compare/boba-vs-skydive" }, { "json": "https://www.anchorterminal.com/compare/brea-vs-skydive.json", "title": "Brea vs Skydive", "url": "https://www.anchorterminal.com/compare/brea-vs-skydive" }, { "json": "https://www.anchorterminal.com/compare/del-vs-skydive.json", "title": "Del vs Skydive", "url": "https://www.anchorterminal.com/compare/del-vs-skydive" }, { "json": "https://www.anchorterminal.com/compare/hirealpha-vs-skydive.json", "title": "HireAlpha vs Skydive", "url": "https://www.anchorterminal.com/compare/hirealpha-vs-skydive" }, { "json": "https://www.anchorterminal.com/compare/openinstinct-vs-skydive.json", "title": "OpenInstinct vs Skydive", "url": "https://www.anchorterminal.com/compare/openinstinct-vs-skydive" }, { "json": "https://www.anchorterminal.com/compare/orbits-vs-skydive.json", "title": "Orbits vs Skydive", "url": "https://www.anchorterminal.com/compare/orbits-vs-skydive" }, { "json": "https://www.anchorterminal.com/compare/orchid-ai-vs-skydive.json", "title": "Orchid vs Skydive", "url": "https://www.anchorterminal.com/compare/orchid-ai-vs-skydive" }, { "json": "https://www.anchorterminal.com/compare/astrbot-vs-skydive.json", "title": "AstrBot vs Skydive", "url": "https://www.anchorterminal.com/compare/astrbot-vs-skydive" }, { "json": "https://www.anchorterminal.com/compare/boski-vs-skydive.json", "title": "Boski vs Skydive", "url": "https://www.anchorterminal.com/compare/boski-vs-skydive" }, { "json": "https://www.anchorterminal.com/compare/caddy-app-vs-skydive.json", "title": "Caddy vs Skydive", "url": "https://www.anchorterminal.com/compare/caddy-app-vs-skydive" }, { "json": "https://www.anchorterminal.com/compare/claude-duet-vs-skydive.json", "title": "Claude Duet vs Skydive", "url": "https://www.anchorterminal.com/compare/claude-duet-vs-skydive" }, { "json": "https://www.anchorterminal.com/compare/cowagent-vs-skydive.json", "title": "CowAgent vs Skydive", "url": "https://www.anchorterminal.com/compare/cowagent-vs-skydive" }, { "json": "https://www.anchorterminal.com/compare/folk-nozomio-vs-skydive.json", "title": "folk vs Skydive", "url": "https://www.anchorterminal.com/compare/folk-nozomio-vs-skydive" }, { "json": "https://www.anchorterminal.com/compare/gaia-vs-skydive.json", "title": "GAIA vs Skydive", "url": "https://www.anchorterminal.com/compare/gaia-vs-skydive" }, { "json": "https://www.anchorterminal.com/compare/gemini-spark-vs-skydive.json", "title": "Gemini Spark vs Skydive", "url": "https://www.anchorterminal.com/compare/gemini-spark-vs-skydive" }, { "json": "https://www.anchorterminal.com/compare/grok-bot-vs-skydive.json", "title": "Grok Bot vs Skydive", "url": "https://www.anchorterminal.com/compare/grok-bot-vs-skydive" }, { "json": "https://www.anchorterminal.com/compare/haven-vs-skydive.json", "title": "Haven vs Skydive", "url": "https://www.anchorterminal.com/compare/haven-vs-skydive" }, { "json": "https://www.anchorterminal.com/compare/hermes-agent-vs-skydive.json", "title": "Hermes Agent vs Skydive", "url": "https://www.anchorterminal.com/compare/hermes-agent-vs-skydive" }, { "json": "https://www.anchorterminal.com/compare/instinct-vs-skydive.json", "title": "Instinct vs Skydive", "url": "https://www.anchorterminal.com/compare/instinct-vs-skydive" }, { "json": "https://www.anchorterminal.com/compare/ironclaw-vs-skydive.json", "title": "IronClaw vs Skydive", "url": "https://www.anchorterminal.com/compare/ironclaw-vs-skydive" }, { "json": "https://www.anchorterminal.com/compare/leon-vs-skydive.json", "title": "Leon vs Skydive", "url": "https://www.anchorterminal.com/compare/leon-vs-skydive" }, { "json": "https://www.anchorterminal.com/compare/lindy-vs-skydive.json", "title": "Lindy vs Skydive", "url": "https://www.anchorterminal.com/compare/lindy-vs-skydive" }, { "json": "https://www.anchorterminal.com/compare/nanobot-vs-skydive.json", "title": "nanobot vs Skydive", "url": "https://www.anchorterminal.com/compare/nanobot-vs-skydive" }, { "json": "https://www.anchorterminal.com/compare/nanoclaw-vs-skydive.json", "title": "NanoClaw vs Skydive", "url": "https://www.anchorterminal.com/compare/nanoclaw-vs-skydive" }, { "json": "https://www.anchorterminal.com/compare/openai-dots-vs-skydive.json", "title": "Dots vs Skydive", "url": "https://www.anchorterminal.com/compare/openai-dots-vs-skydive" }, { "json": "https://www.anchorterminal.com/compare/openclaw-vs-skydive.json", "title": "OpenClaw vs Skydive", "url": "https://www.anchorterminal.com/compare/openclaw-vs-skydive" }, { "json": "https://www.anchorterminal.com/compare/openduet-vs-skydive.json", "title": "OpenDuet vs Skydive", "url": "https://www.anchorterminal.com/compare/openduet-vs-skydive" }, { "json": "https://www.anchorterminal.com/compare/picoclaw-vs-skydive.json", "title": "PicoClaw vs Skydive", "url": "https://www.anchorterminal.com/compare/picoclaw-vs-skydive" }, { "json": "https://www.anchorterminal.com/compare/poke-vs-skydive.json", "title": "Poke vs Skydive", "url": "https://www.anchorterminal.com/compare/poke-vs-skydive" }, { "json": "https://www.anchorterminal.com/compare/qwenpaw-vs-skydive.json", "title": "QwenPaw vs Skydive", "url": "https://www.anchorterminal.com/compare/qwenpaw-vs-skydive" }, { "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-skydive.json", "title": "Atticus vs Skydive", "url": "https://www.anchorterminal.com/compare/atticus-vs-skydive" }, { "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-skydive.json", "title": "DeepTutor vs Skydive", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-skydive" }, { "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-skydive.json", "title": "Hark Pro vs Skydive", "url": "https://www.anchorterminal.com/compare/hark-pro-vs-skydive" }, { "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/skydive-vs-szn.json", "title": "Skydive vs szn", "url": "https://www.anchorterminal.com/compare/skydive-vs-szn" }, { "json": "https://www.anchorterminal.com/compare/skydive-vs-tab-bot.json", "title": "Skydive vs Tab", "url": "https://www.anchorterminal.com/compare/skydive-vs-tab-bot" }, { "json": "https://www.anchorterminal.com/compare/skydive-vs-talorys.json", "title": "Skydive vs Talorys", "url": "https://www.anchorterminal.com/compare/skydive-vs-talorys" }, { "json": "https://www.anchorterminal.com/compare/skydive-vs-tasker-ai.json", "title": "Skydive vs Tasker AI", "url": "https://www.anchorterminal.com/compare/skydive-vs-tasker-ai" }, { "json": "https://www.anchorterminal.com/compare/skydive-vs-tomo.json", "title": "Skydive vs Tomo", "url": "https://www.anchorterminal.com/compare/skydive-vs-tomo" }, { "json": "https://www.anchorterminal.com/compare/skydive-vs-town.json", "title": "Skydive vs Town", "url": "https://www.anchorterminal.com/compare/skydive-vs-town" }, { "json": "https://www.anchorterminal.com/compare/skydive-vs-wajo.json", "title": "Skydive vs Wajo (Fo)", "url": "https://www.anchorterminal.com/compare/skydive-vs-wajo" }, { "json": "https://www.anchorterminal.com/compare/skydive-vs-zapia.json", "title": "Skydive vs Zapia", "url": "https://www.anchorterminal.com/compare/skydive-vs-zapia" }, { "json": "https://www.anchorterminal.com/compare/skydive-vs-zeroclaw.json", "title": "Skydive vs ZeroClaw", "url": "https://www.anchorterminal.com/compare/skydive-vs-zeroclaw" }, { "json": "https://www.anchorterminal.com/compare/skydive-vs-zo-computer.json", "title": "Skydive vs Zo Computer", "url": "https://www.anchorterminal.com/compare/skydive-vs-zo-computer" }, { "json": "https://www.anchorterminal.com/compare/lobby-os-vs-skydive.json", "title": "Lobby vs Skydive", "url": "https://www.anchorterminal.com/compare/lobby-os-vs-skydive" }, { "json": "https://www.anchorterminal.com/compare/natura-vs-skydive.json", "title": "Natura tinyNature vs Skydive", "url": "https://www.anchorterminal.com/compare/natura-vs-skydive" }, { "json": "https://www.anchorterminal.com/compare/pally-vs-skydive.json", "title": "Pally vs Skydive", "url": "https://www.anchorterminal.com/compare/pally-vs-skydive" }, { "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": 15, "edge": "learnharness", "key": "reliability", "learnharness": 56, "name": "Reliability", "skydive": 41, "weight": 16 }, { "key": "performance", "name": "Performance", "pending": true, "weight": 10 }, { "by": 18, "edge": "skydive", "key": "schema", "learnharness": 63, "name": "Schema \u0026 documentation", "skydive": 81, "weight": 13 }, { "by": 1, "edge": "learnharness", "key": "ergonomics", "learnharness": 60, "name": "Agent ergonomics", "skydive": 59, "weight": 13 }, { "by": 7, "edge": "skydive", "key": "security", "learnharness": 52, "name": "Security \u0026 auth", "skydive": 59, "weight": 14 }, { "by": 25, "edge": "learnharness", "key": "payments", "learnharness": 60, "name": "Payments \u0026 pricing", "skydive": 35, "weight": 10 }, { "key": "tasks", "name": "Task success", "pending": true, "weight": 10 }, { "by": 15, "edge": "learnharness", "key": "maintenance", "learnharness": 71, "name": "Maintenance \u0026 community", "skydive": 56, "weight": 7 }, { "by": 15, "edge": "skydive", "key": "transparency", "learnharness": 60, "name": "Transparency \u0026 trust", "skydive": 75, "weight": 7 } ], "summary": "LearnHarness scores 59.3 (C) on agent readiness against Skydive's 52.1 (D), and leads in 4 of 7 scored categories. Skydive leads on schema \u0026 documentation, security \u0026 auth and transparency \u0026 trust. 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.", "skydive": "Skydive publishes an OpenAPI 3.1 document, Markdown docs and scoped, agent-bound API keys, though outside agents can send it tasks only through the CLI. Its status page records several major incidents, including a 25-hour Agent Hosting outage, and its home and pricing pages say data is never used for training while the privacy policy turns training on by default." } }, "kind": "anchor.page", "links": { "api": "https://www.anchorterminal.com/api/v1/index.json", "html": "https://www.anchorterminal.com/compare/learnharness-vs-skydive", "json": "https://www.anchorterminal.com/compare/learnharness-vs-skydive.json", "llms": "https://www.anchorterminal.com/llms.txt", "markdown": "https://www.anchorterminal.com/compare/learnharness-vs-skydive.md", "mcp": "https://www.anchorterminal.com/mcp", "slim": "https://www.anchorterminal.com/compare/learnharness-vs-skydive.min.md" }, "markdown": "LearnHarness scores 59.3 (C) on agent readiness against Skydive's 52.1 (D), and leads in 4 of 7 scored categories. Skydive leads on schema \u0026 documentation, security \u0026 auth and transparency \u0026 trust. Both do assistants that remember you.\n\n- LearnHarness: grade C, 59.3/100, rank #650 of 1244. Markdown https://www.anchorterminal.com/tools/learnharness.md · JSON https://www.anchorterminal.com/api/v1/tools/learnharness.json\n- Skydive: grade D, 52.1/100, rank #899 of 1244. Markdown https://www.anchorterminal.com/tools/skydive.md · JSON https://www.anchorterminal.com/api/v1/tools/skydive.json\n- Best AI personal assistants that act for one person: https://www.anchorterminal.com/best/personal-assistants/index.md\n- All 1245 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 41\n- Payments \u0026 pricing, 60 against 35\n- Maintenance \u0026 community, 71 against 56\n\nAlso in its favour:\n- No key needed to call it\n- Open source\n- No incidents deducted, where Skydive loses 5 points for them\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### Skydive (D)\n\nGood for: A person or team who wants hosted agents with their own cloud computers, memory and connected apps, reachable in Slack, email, text and a CLI, and who can drive them from scripts through the CLI.\n\nAhead on:\n- Schema \u0026 documentation, 81 against 63\n- Security \u0026 auth, 59 against 52\n- Transparency \u0026 trust, 75 against 60\n\nAlso in its favour:\n- A hosted endpoint, with nothing to install\n\nWatch for: The API has no operation for sending an agent a task. That runs through the CLI's `chat -p`, outside the OpenAPI contract.\n\n\n## Score by category\n\n| Category | Weight | LearnHarness | Skydive | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 56 | 41 | LearnHarness +15 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 63 | 81 | Skydive +18 |\n| Agent ergonomics | 13% (16.2 this run) | 60 | 59 | LearnHarness +1 |\n| Security \u0026 auth | 14% (17.5 this run) | 52 | 59 | Skydive +7 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 60 | 35 | LearnHarness +25 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 71 | 56 | LearnHarness +15 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 60 | 75 | Skydive +15 |\n| Negative events | ≤15 | 0 | -5 | |\n| **Total** | | **59.3 · C** | **52.1 · D** | |\n\n## Facts side by side\n\n| Fact | LearnHarness | Skydive |\n| --- | --- | --- |\n| Kind | Agent harness | Platform |\n| Vendor | Amos Blomqvist | Create, Inc. |\n| Hosted endpoint | no (local only) | `https://api.skydive.com/v1` |\n| Transports | | HTTP |\n| Auth | None | OAuth or key |\n| Pricing | Free | Freemium |\n| x402 | no | no |\n| Licence | AGPL-3.0-only | Closed service under the Skydive Terms of Service (Create, Inc.), effective 29 July 2026. The skydive-cli npm package is published under the MIT licence. |\n| Read-only variant documented | no | yes |\n| llms.txt | no | yes |\n| Last release | 2026-10-29 | 2026-08-26 |\n| Terms last updated | no date given | couldn't be read |\n| Privacy policy last updated | no document linked | couldn't be read |\n| Customer content may train models | not found in the text | couldn't be read |\n| Terms restrict automated access | not found in the text | couldn't be read |\n| Terms restrict benchmarking | not found in the text | couldn't be read |\n| Terms or service can change without notice | not found in the text | couldn't be read |\n| Arbitration or class-action waiver | not found in the text | couldn't be read |\n| Popularity | 4.2k stars | 5.5k npm/wk |\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**Skydive.** Skydive publishes an OpenAPI 3.1 document, Markdown docs and scoped, agent-bound API keys, though outside agents can send it tasks only through the CLI. Its status page records several major incidents, including a 25-hour Agent Hosting outage, and its home and pricing pages say data is never used for training while the privacy policy turns training on by default.\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### Skydive\n\n1. Send tasks with `skydive chat -p \"...\" --agent \u003cid\u003e --json` and pass `--conversation \u003cid\u003e` from the JSON to keep context. The REST API can't send a task.\n2. Don't retry `chat -p` or a create blindly after a timeout. There's no idempotency key, so list agents or keys before retrying.\n3. Ask the owner for an agent-bound `use` key when you only need to read. Account-level `edit` keys can create agents and mint keys.\n4. Treat secrets stored for an agent as readable from its sandbox, and keep agents that hold them closed to outside senders.\n5. Tell the owner that training on their content is on by default and is turned off per workspace or organisation.\n\n## Questions\n\n### Which is better for AI agents, LearnHarness or Skydive?\n\nLearnHarness scores 59.3 (C) on agent readiness against Skydive's 52.1 (D), and leads in 4 of 7 scored categories. Skydive leads on schema \u0026 documentation, security \u0026 auth and transparency \u0026 trust.\n\n### Are LearnHarness and Skydive open source?\n\nLearnHarness is open source (AGPL-3.0-only). No open-source release is listed for Skydive.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/learnharness-vs-skydive.json, and with the fewest tokens: https://www.anchorterminal.com/compare/learnharness-vs-skydive.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"learnharness\", \"b\": \"skydive\"}`. From a terminal: `anchor compare learnharness skydive`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/learnharness.json and https://www.anchorterminal.com/api/v1/tools/skydive.json\n\n## Other comparisons with LearnHarness or Skydive\n\n- [asaply vs Skydive](https://www.anchorterminal.com/compare/asaply-vs-skydive.md)\n- [Asmi vs Skydive](https://www.anchorterminal.com/compare/asmi-vs-skydive.md)\n- [Boba vs Skydive](https://www.anchorterminal.com/compare/boba-vs-skydive.md)\n- [Brea vs Skydive](https://www.anchorterminal.com/compare/brea-vs-skydive.md)\n- [Del vs Skydive](https://www.anchorterminal.com/compare/del-vs-skydive.md)\n- [HireAlpha vs Skydive](https://www.anchorterminal.com/compare/hirealpha-vs-skydive.md)\n- [OpenInstinct vs Skydive](https://www.anchorterminal.com/compare/openinstinct-vs-skydive.md)\n- [Orbits vs Skydive](https://www.anchorterminal.com/compare/orbits-vs-skydive.md)\n- [Orchid vs Skydive](https://www.anchorterminal.com/compare/orchid-ai-vs-skydive.md)\n- [AstrBot vs Skydive](https://www.anchorterminal.com/compare/astrbot-vs-skydive.md)\n- [Boski vs Skydive](https://www.anchorterminal.com/compare/boski-vs-skydive.md)\n- [Caddy vs Skydive](https://www.anchorterminal.com/compare/caddy-app-vs-skydive.md)\n- [Claude Duet vs Skydive](https://www.anchorterminal.com/compare/claude-duet-vs-skydive.md)\n- [CowAgent vs Skydive](https://www.anchorterminal.com/compare/cowagent-vs-skydive.md)\n- [folk vs Skydive](https://www.anchorterminal.com/compare/folk-nozomio-vs-skydive.md)\n- [GAIA vs Skydive](https://www.anchorterminal.com/compare/gaia-vs-skydive.md)\n- [Gemini Spark vs Skydive](https://www.anchorterminal.com/compare/gemini-spark-vs-skydive.md)\n- [Grok Bot vs Skydive](https://www.anchorterminal.com/compare/grok-bot-vs-skydive.md)\n- [Haven vs Skydive](https://www.anchorterminal.com/compare/haven-vs-skydive.md)\n- [Hermes Agent vs Skydive](https://www.anchorterminal.com/compare/hermes-agent-vs-skydive.md)\n- [Instinct vs Skydive](https://www.anchorterminal.com/compare/instinct-vs-skydive.md)\n- [IronClaw vs Skydive](https://www.anchorterminal.com/compare/ironclaw-vs-skydive.md)\n- [Leon vs Skydive](https://www.anchorterminal.com/compare/leon-vs-skydive.md)\n- [Lindy vs Skydive](https://www.anchorterminal.com/compare/lindy-vs-skydive.md)\n- [nanobot vs Skydive](https://www.anchorterminal.com/compare/nanobot-vs-skydive.md)\n- [NanoClaw vs Skydive](https://www.anchorterminal.com/compare/nanoclaw-vs-skydive.md)\n- [Dots vs Skydive](https://www.anchorterminal.com/compare/openai-dots-vs-skydive.md)\n- [OpenClaw vs Skydive](https://www.anchorterminal.com/compare/openclaw-vs-skydive.md)\n- [OpenDuet vs Skydive](https://www.anchorterminal.com/compare/openduet-vs-skydive.md)\n- [PicoClaw vs Skydive](https://www.anchorterminal.com/compare/picoclaw-vs-skydive.md)\n- [Poke vs Skydive](https://www.anchorterminal.com/compare/poke-vs-skydive.md)\n- [QwenPaw vs Skydive](https://www.anchorterminal.com/compare/qwenpaw-vs-skydive.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 Skydive](https://www.anchorterminal.com/compare/atticus-vs-skydive.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 Skydive](https://www.anchorterminal.com/compare/deeptutor-vs-skydive.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 Skydive](https://www.anchorterminal.com/compare/hark-pro-vs-skydive.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- [Skydive vs szn](https://www.anchorterminal.com/compare/skydive-vs-szn.md)\n- [Skydive vs Tab](https://www.anchorterminal.com/compare/skydive-vs-tab-bot.md)\n- [Skydive vs Talorys](https://www.anchorterminal.com/compare/skydive-vs-talorys.md)\n- [Skydive vs Tasker AI](https://www.anchorterminal.com/compare/skydive-vs-tasker-ai.md)\n- [Skydive vs Tomo](https://www.anchorterminal.com/compare/skydive-vs-tomo.md)\n- [Skydive vs Town](https://www.anchorterminal.com/compare/skydive-vs-town.md)\n- [Skydive vs Wajo (Fo)](https://www.anchorterminal.com/compare/skydive-vs-wajo.md)\n- [Skydive vs Zapia](https://www.anchorterminal.com/compare/skydive-vs-zapia.md)\n- [Skydive vs ZeroClaw](https://www.anchorterminal.com/compare/skydive-vs-zeroclaw.md)\n- [Skydive vs Zo Computer](https://www.anchorterminal.com/compare/skydive-vs-zo-computer.md)\n- [Lobby vs Skydive](https://www.anchorterminal.com/compare/lobby-os-vs-skydive.md)\n- [Natura tinyNature vs Skydive](https://www.anchorterminal.com/compare/natura-vs-skydive.md)\n- [Pally vs Skydive](https://www.anchorterminal.com/compare/pally-vs-skydive.md)\n- [AstrBot vs LearnHarness](https://www.anchorterminal.com/compare/astrbot-vs-learnharness.md)\n\n## Disclosure\n\n- Skydive 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": "LearnHarness vs Skydive", "url": "" } ], "description": "LearnHarness scores 59.3 (C) to Skydive's 52.1 (D) for assistants that remember you. Prices, MCP, x402, uptime and agent notes side by side.", "facts": [ "LearnHarness C 59.3", "Skydive D 52.1", "scores" ], "h1": "LearnHarness vs Skydive", "image": "https://www.anchorterminal.com/assets/og/compare-learnharness-vs-skydive.png", "path": "/compare/learnharness-vs-skydive", "published": "2026-10-01", "section": "tools", "title": "LearnHarness vs Skydive for AI agents in 2026: scores and prices", "toc": null, "updated": "2026-10-31", "url": "https://www.anchorterminal.com/compare/learnharness-vs-skydive" }, "tokens": { "markdown": 4200, "slim": 780 }, "version": 1 }