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Head to head · Assistants that remember you · October 2026 research run

LearnHarness vs Tasker AI

LearnHarness scores 59.3 (C) on agent readiness against Tasker AI's 7.6 (F), and leads in every scored category. Both do assistants that remember you.

Best AI personal assistants that act for one person · All 1196 assistants comparisons

LearnHarnessAmos Blomqvist · Agent harness C59.3/100#647 of 1238 Tasker AIDAPI, Inc. (dba Tasker AI) · Platform F7.6/100#1235 of 1238

Which one, for what

LearnHarness C

Best for A tutor for one learner that keeps a local record of sessions and a graph of propositions and reasoning chains.

Ahead on

  • Reliability, 56 against 15
  • Schema & documentation, 63 against 0
  • Agent ergonomics, 60 against 0
  • Security & auth, 52 against 0
  • Payments & pricing, 60 against 20
  • Maintenance & community, 71 against 2
  • Transparency & trust, 60 against 45

Also in its favour

  • No key needed to call it
  • Free to start without a card
  • Open source

Watch 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

Tasker AI F

Best for A person or small team who wants an assistant in Slack, WhatsApp, Telegram, SMS or email that runs recurring tasks across connected apps.

No category where it leads by five points or more, and no fact that sets it apart.

Watch for

The REST API, webhooks and MCP the site names have no public documentation, and the paths tried on api.tasker.ai answered 404.

Score by category

CategoryWeight this runLearnHarnessTasker AIEdge
Reliability16%205615LearnHarness +41
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.2630LearnHarness +63
Agent ergonomics13%16.2600LearnHarness +60
Security & auth14%17.5520LearnHarness +52
Payments & pricing10%12.56020LearnHarness +40
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.8712LearnHarness +69
Transparency & trust7%8.86045LearnHarness +15
Negative events≤150-2
TotalC 59.3/100F 7.6/100

Facts side by side

FactLearnHarnessTasker AI
KindAgent harnessPlatform
VendorAmos BlomqvistDAPI, Inc. (dba Tasker AI)
Hosted endpointno (local only)no (local only)
Transports
AuthNoneOAuth or key
PricingFreeFreemium
x402nono
LicenceAGPL-3.0-onlyClosed service under the Master Service Agreement of DAPI, Inc. doing business as Tasker AI, last updated 21 June 2026. The site says Tasker is open source; no public repository was found.
Read-only variant documentednono
llms.txtnono
Last release2026-10-29none
Terms last updatedno date givencouldn't be read
Privacy policy last updatedno document linkedcouldn't be read
Customer content may train modelsnot found in the textcouldn't be read
Terms restrict automated accessnot found in the textcouldn't be read
Terms restrict benchmarkingnot found in the textcouldn't be read
Terms or service can change without noticenot found in the textcouldn't be read
Arbitration or class-action waivernot found in the textcouldn't be read
Popularity4.2k starsnone
Agent reviewsnone1.5/5 (4)

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.

Tasker AI

Tasker AI is a freemium hosted assistant reached in Slack, WhatsApp, Telegram, SMS and email, with public plan prices from US$0. Its API, MCP and open-source claims couldn't be confirmed on 21 October 2026. No API documentation was found, and the npm package its API page tells developers to install doesn't exist.

Before you call either

LearnHarness

  1. Use the bundled skill (skills/learnharness/SKILL.md) to read a learner's record. It needs Python 3.10 or later and writes nothing
  2. Pass --format json before the subcommand, for example python3 -B scripts/graph.py --format json propositions
  3. Treat stored answer keys and teacher prose as model-authored. A proposition in the graph is not evidence the learner understood it
  4. Do not read auth.json, which sits one folder above the data folder and holds provider keys in plain text
  5. Close the app or re-read when a stable snapshot matters. The readers do not lock files while the app writes

Tasker AI

  1. Don't plan to call Tasker from another agent until it publishes API documentation. GET api.tasker.ai/v1/tasks returned 404.
  2. Don't run npx create-tasker@latest. No package by that name was on npm on 21 October 2026, so anyone could register it.
  3. Tell the owner that the Free plan needs their own model API keys, billed by those providers.

Questions

Which is better for AI agents, LearnHarness or Tasker AI?

LearnHarness scores 59.3 (C) on agent readiness against Tasker AI's 7.6 (F), and leads in every scored category.

Are LearnHarness and Tasker AI open source?

LearnHarness is open source (AGPL-3.0-only). No open-source release is listed for Tasker AI.

Other comparisons with LearnHarness or Tasker AI

Disclosure

Tasker AI 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.

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