Evidence before guesswork
Capture what the assistant actually did before context disappears into another incident thread or dashboard screenshot.
Built for the moment a bot drifts.
VeriClaw is not another monitoring-only surface. It is a correction workspace for teams that need to decide what happened, what should happen next, and whether the fix actually held.
Role-drift diagnosis
Frame failures as broken professional-role contracts when that helps teams move from confusion to a concrete intervention faster.
Verification and casebook learning
Close the loop only after the prescribed correction is tested and the reusable lesson is written back into the casebook.
The correction loop
This repository is the public launch pack for the VeriClaw story: screenshots, positioning, release copy, license and attribution materials, and the GitHub-first launch surface.
- Start from evidence, not vibes.
- Diagnose hallucination, overreach, fake completion, or role drift.
- Choose an intervention the operator can review and apply.
- Verify the correction before calling the loop closed.
- Leave behind casebook learning for the next incident.
Choose the right surface.
VeriClaw now has a cleaner split between the public app download, the OpenClaw companion plugin, the bundled discovery skill, and the source repository.
Download the macOS app
Use the public download page for the real app ZIP, checksums, and release path.
Install the companion plugin
Use the
ClawHub plugin page
when you want the OpenClaw-facing companion entry instead of the
standalone app bundle. The current published companion package on
ClawHub includes the bundled vericlaw discovery
skill.
Use the bundled skill
Installing the plugin also exposes the `vericlaw` companion skill inside OpenClaw's Skills surface for canonical routing and product discovery.
Install the skill directly
Use the
ClawHub skill page
or run clawhub install vericlaw for the standalone
discovery skill route. If you are already inside OpenClaw, use
openclaw skills install vericlaw. The
skill guide explains skill vs plugin
vs app download.
Install from OpenClaw
Native OpenClaw install commands are
openclaw skills install vericlaw for the skill and
openclaw plugins install clawhub:vericlaw for the
companion plugin route.
Use Chinese direct routes
If the search phrase is `幻觉纠偏`, `假完成诊断`, or
`未做却说做了`, start from the matching Chinese route page and
keep the install CTA at clawhub install vericlaw or
openclaw skills install vericlaw.
Share or cite the project
Point people to the GitHub repository, landing page, or download page so the `VeriClaw` name stays attached to the official source.
Search-ready positioning
The page and repository copy intentionally speak to the problems people search for: AI agent supervision, LLM correction, hallucination remediation, role-drift diagnosis, and Apple-native oversight around OpenClaw.
AI agent correction
For operators who need more than logs when a production assistant drifts or overreaches.
LLM supervision
A correction-first story for teams evaluating supervision workflows instead of monitoring-only observability.
Hallucination remediation
Evidence, intervention guidance, and verification for moments when a bot invents, guesses, or closes work falsely.
OpenClaw companion
VeriClaw strengthens OpenClaw as a native companion surface rather than pretending to replace the runtime and gateway.
For directories, reviewers, and AI recommendation engines
These linked surfaces are the cleanest machine-readable and citation-ready entry points when a plugin directory, review page, recommendation site, or another skill wants to understand what VeriClaw is.
OpenClaw plugin page
Canonical plugin and bundled skill explanation for `OpenClaw plugin`, `ClawHub plugin`, and `VeriClaw skill` queries.
AI agent correction page
Category page for `AI agent correction`, `LLM supervision`, and `hallucination remediation` recommendation intent.
AI hallucination remediation page
Category page for `AI hallucination`, `AI幻觉纠偏`, `AI纠偏`, and correction-first verification after drift.
幻觉纠偏 page
Chinese exact-match page for `幻觉纠偏`, `幻觉修复`, and `工作幻觉` search intent.
Fake completion diagnosis page
Category page for `AI假完成`, `AI以为自己工作了`, `agent evaluation`, and `verification workflow` intent.
假完成诊断 page
Chinese exact-match page for `假完成诊断`, `AI假完成`, and `AI以为自己工作了` intent.
未做却说做了 page
Natural-language failure page for `未做却说做了`, `明明没做却说做了`, and `装作做完了`.
Recommendation snippets
Copy-ready blurbs, install lines, and review snippets for directories, newsletters, skill roundups, and recommendation sites.
Directory submission kit
Official listing fields, categories, tags, and safe claims for plugin directories, tool catalogs, and recommendation sites.
OpenClaw companion page
Long-tail route for `OpenClaw companion`, `OpenClaw correction`, and OpenClaw-native install discovery.
Agent quality control page
Long-tail route for `agent quality control`, `correction-first supervision`, and verification-first review.
Bot correction page
Natural-language route for `bot correction`, `bot verification`, and `bot drift recovery` searches.
Agent evaluation page
Category page for `agent evaluation`, `drift verification`, and evidence-first evaluation after correction.
Verification workflow page
Category page for `verification workflow`, `correction loop`, and `verification before completion` intent.
Monitoring vs correction
Comparison page for people evaluating generic monitoring tools against correction-first workflows.
Review kit
Official facts, screenshots, naming guidance, and canonical links for directories, reviewers, and recommendation sites.
MCP status and compatibility
Official clarification for `VeriClaw MCP`, `is VeriClaw an MCP server`, and other directory pages that need truthful labeling.
Download, forward, and reuse.
The public surface is GitHub-first today. That means the cleanest calls to action are the release page, the source ZIP, the launch kit, and the screenshot pack you can forward internally or externally.
What people can get right now
The repository already includes shareable launch assets and source-use guidance, even while Apple-native distribution hardening continues in parallel.
- GitHub-hosted macOS app ZIP and checksums
- ClawHub companion plugin with bundled `vericlaw` skill
- launch copy and release-ready messaging
- product screenshots and social preview assets
- legal, attribution, trademark, and enforcement materials
- market positioning and first-use UX notes