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KODA LAB / INTAKE SLIP SPECIMEN No. 0212
SPECIMEN

OpenClaw

FILED AS

Self-hosted open-source agent that runs skills, cron jobs, browsers and native apps on any OS

INTAKE DATE
2026-09-04
CLASS
AI Platform
METHOD
1 page scraped, 3 search passes, 24 community sources
WEIGHTED SCOREHow we score
CapabilityWhat it can actually do x0.35 8.0 2.800
Ease of useZero to productive x0.20 5.0 1.000
ValueWhat you get per dollar x0.25 8.0 2.000
MomentumShipping pace and traction x0.20 8.5 1.700
KODA SCORE sum 7.500, rounded half up to one decimal 7.5/ 10

Koda Score = weighted blend: capability 35, ease 20, value 25, momentum 20.

RECOMMENDED

Capability is high because it spans messaging, memory, cron automation, browser and native app control across six platforms with a 17,000-plus skill registry; ease is middling because even the guided installer cannot hide that a clean reinstall and permission re-audit is the recommended path and users report the process got more complicated; value is strong since the core is open source and self-hosted; momentum is near the top given 389k stars, 81.6k forks, 89 repos and a release the community calls its largest ever.

10 MIN READ
THE VERDICTWritten, not templated. No report may open on the audience.

Version 2026.8.1, the release the project itself calls OpenClaw 2.0, rewrites installation, the web app, memory, skills, model setup, automation, browser and app control, plugins and the security model in one go, and upgrading in place is where people are getting burned: a GitHub discussion already reports exec and file access failing to restore after the update. Treat it as a fresh install, read the security notes before anything else, and rebuild your skills with a hard look at what each one can reach. Do that and you get the broadest open agent stack on the market, 389k GitHub stars deep, for the price of your own hardware and model tokens; skip it and you are running an agent with elevated permissions that reads untrusted web pages and messages, which the Reddit and Register coverage is right to worry about.

BUILT FORSolo operators running 24/7 workflows/Developers who want a self-hosted agent/Tinkerers with local models via Ollama or LM Studio/Teams comfortable auditing their own permissions
SKIP IT IFAnyone who cannot run a security review/Non-technical users expecting a one-click app/Teams needing fully offline operation
THE ARTEFACTgithub.com/OpenClaw

The largest release in OpenClaw's history is worth installing, provided you delete the old one first and hand back permissions one skill at a time.

Open source core; listing data shows a Pro tier at $10/mo but no pricing page was foundBudget an afternoon for a clean reinstall and permission audit; the guided installer itself is the fast partweb, Windows, macOS
github.com/OpenClaw
OpenClaw interface screenshot
IN SHORT4 lines if you read nothing else

The short version.

4 LINES
01

OpenClaw 2.0 (v2026.8.1) touches every layer of the app, so wipe the old install and start clean instead of patching over it.

02

The new guided installer detects Codex, ChatGPT, Claude, Ollama and LM Studio and version-checks the model before saving, which fixes the old setup pain if you let it run from scratch.

03

Users on GitHub report exec and file permissions not restoring after upgrade; re-enable each skill deliberately and confirm what it can touch in your browser and apps.

04

Security is the live debate: the agent processes web pages and messages with elevated permissions, and hidden instructions in that content are the attack path critics keep pointing at.

THE RUNDOWN8 capabilities read off the product, not the marketing page

What it actually does.

8 CAPABILITIES
Guided install with model detection
The 2.0 installer detects Codex, ChatGPT, Claude, Ollama and LM Studio logins and runs a version check before saving your chosen model.
Rebuilt web and control UI
The browser app was rebuilt for 2.0 with a control UI startup reported at 575 milliseconds.
Memory and session continuity
The release notes headline stronger memory and session continuity so the agent picks up where it left off across runs.
ClawHub skill and plugin registry
A dedicated registry repo serves skills and plugins, with reviewers counting more than 17,000 skills available to connect.
Cron-driven 24/7 automation
The agent runs scheduled jobs on cron so workflows keep executing without you at the keyboard.
Browser and native app control
Companion tools like Peekaboo capture screenshots of apps or the whole macOS screen so the agent can see and act on what is running.
One trust boundary per gateway
The 2.0 security pass moves to a single trust boundary per gateway, which is the change to read before you re-enable anything.
MCP and ACP tooling
mcporter calls MCP servers as plain TypeScript or packaged CLIs and acpx runs headless stateful Agent Client Protocol sessions.
RUN THESE PLAYS4 plays, each one a situation a reader is already in

How you would actually use it.

4 PLAYS
One-person business autopilot
Self-host OpenClaw, wire a handful of skills to your business tools, and schedule them on cron so lead follow-ups, reporting and housekeeping run overnight.WHOSolo founder or indie operatorPAYOFFA reviewer who tested this for six weeks describes workflows that manage themselves 24/7 without hiring.
Google Workspace from the terminal
Pair OpenClaw with the gogcli companion so mail, calendar and docs are reachable as commands the agent can chain.WHODeveloper who lives in a shellPAYOFFInbox and calendar triage without leaving the terminal, with the agent doing the repetitive clicks.
Local-model agent on your own box
Run the guided installer, point model detection at Ollama or LM Studio, and keep tokens and memory on your machine.WHOPrivacy-minded tinkererPAYOFFA capable desktop agent with no per-seat subscription and no cloud model bill.
The clean-room migration
Export a list of your skills, uninstall completely, install 2.0 fresh, then add skills back one at a time while checking exec, file, browser and app reach for each.WHOExisting OpenClaw user on a pre-2.0 configPAYOFFYou avoid the broken-permissions state others hit after upgrading and end up knowing exactly what your agent can touch.
THE DAMAGECaptured 2026-09-04. Prices are read off the vendor page, never estimated.

Pricing, straight.

3 TIERS
FreeKODA PICK$0Open-source self-hosted core with basic functionality and AI features; you supply the hardware and model access
Pro$10/moListed as advanced AI capabilities and priority support; no public pricing page confirms the details
EnterpriseCustomCustom solutions, dedicated support and scalability options, quoted on request
Verdict on the price
The real cost is not a subscription but your model tokens and the hours you spend on a proper reinstall and permission audit, and for a stack this broad that is a fair trade; treat the $10 Pro figure as unverified until a pricing page exists.
THE STREET5 of 24 community sources quoted. Paraphrased faithfully, each one linked.

What people online are saying.

5 QUOTED

Reaction is loud but shallow so far: launch buzz on Hacker News and Product Hunt about the easier install and rebuilt browser app, running straight into pointed security criticism from Reddit and The Register and reports of broken permissions after upgrading.

Hacker News

This is the largest update in OpenClaw's history, simplifying installation and rebuilding the browser app.

Praise
Reddit r/AI_Agents

Security is worse than expected: messages and web pages the agent processes can carry hidden instructions, and it handles that content with elevated permissions.

Critique
GitHub Community Discussions

After the update the tool permissions did not fully restore; exec and file access had to be re-enabled from the config or by restarting the environment.

Mixed
The Register

The 2.0 release pours glitter on a slow-burning security dumpster fire.

Critique
Build to Launch (Substack)

After six weeks of testing, it is a self-hosted agent that runs on cron, connects to over 17,000 skills and manages workflows around the clock.

Praise
WHERE IT BREAKS5 limitations. The section that earns the rest of the page.

The honest part.

5 LIMITATIONS
01

The agent processes web pages and messages with elevated permissions, so hidden instructions in untrusted content are a real attack path, and even the 2.0 security pass draws a dumpster-fire verdict from The Register.

02

Upgrading in place has broken tool permissions for some users, with exec and file access failing to restore, which is why a clean reinstall is the recommended route.

03

Initial setup is complex and users say the security-hardened install is more complicated than before, despite the new guided installer.

04

Offline capability is limited; most useful model paths still route through hosted providers unless you run Ollama or LM Studio locally.

05

The main repo carries 3,746 open issues and 2,507 open pull requests, so expect rough edges and a fast-moving target rather than a polished product.

STACK IT AGAINST3 alternatives, each with the one condition that makes it the better buy

The field.

3 ALTERNATIVES
Claude Code
Anthropic's terminal-based coding agent focused on repositories rather than the whole desktop.PICK IT WHENYour job is shipping code and you want a narrower, vendor-supported agent instead of a self-hosted platform that also drives your browser and apps.
OpenAI Codex
OpenAI's model-driven agent workflows for developer tasks.PICK IT WHENYou want managed task automation tied to OpenAI's stack and do not need open-source, multi-surface control of native apps.
Open Interpreter
A local, open agent that executes code and acts on your machine.PICK IT WHENYou want the simplest possible local agent and can live without OpenClaw's messaging, plugin registry and multi-platform reach.
ZERO TO RUNNINGTime to first value: Budget an afternoon for a clean reinstall and permission audit; the guided installer itself is the fast part

Getting started.

3 STEPS
01

Read the v2026.8.1 release notes and security changes, note the skills and plugins you rely on, then uninstall the old version completely rather than patching it.

02

Run the guided installer, let model detection find your Codex, ChatGPT, Claude, Ollama or LM Studio setup, and confirm the version check passes before saving.

03

Re-add skills one at a time, checking what each can reach in exec, files, browser and native apps, and schedule cron automations only after each skill is verified.

STILL ASKING4 questions a buyer actually asks

Quick answers.

4 ANSWERS
Can I just upgrade my existing OpenClaw install to 2.0?
You can, but you probably should not. The release touches installation, messaging, memory, skills, model support, automation, browser and app control, plugins and security, and a GitHub discussion already reports exec and file permissions failing to restore after upgrading. A fresh install with skills re-enabled one at a time is the safer path.
Is OpenClaw safe to run on my main machine?
Critics on Reddit and at The Register argue no, because the agent handles web pages and messages with elevated permissions and content can contain hidden instructions, and it has a write tool that can create files in its own workspace. Version 2.0 moves to one trust boundary per gateway, which helps, but you still need to audit what each skill can reach and keep the blast radius small.
Which models does it work with?
The 2.0 guided installer detects Codex, ChatGPT, Claude, Ollama and LM Studio and runs a version check before saving your choice. That means both hosted providers and local models are first-class, so a privacy-first local setup is a real option.
What does it actually cost?
The core is open source on GitHub and self-hosted, so the direct cost is your hardware and model tokens. Structured listing data shows a Pro tier at $10 a month and a custom Enterprise plan, but no public pricing page was found to confirm those, so treat them as unverified.
THE BOTTOM LINEReviewed by the Koda desk

The bottom line.

SPECIMEN 0212 CLOSED

Rebuild from zero, audit every skill's reach, and OpenClaw 2.0 is the most capable free agent runtime a builder can own right now. Upgrade in place and you inherit both the old permission sprawl and the new breakage.

Field research: 1 page scraped · 3 search passes · 24 community sources. Reviewed by the Koda desk on 2026-09-04.

One tool a day, tested properly.

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