What this skill does
Error pattern tracking for AI agents. Detects corrections, escalates recurring mistakes, learns mitigations. The 'something's off' detector from the AI Brain series.
ACC Error Memory is part of the Research & Knowledge category — research and knowledge skills that gather, search, and summarize information. You can install it on its own or alongside other research & knowledge skills from the OpenClaw catalog.
How to install ACC Error Memory
The easiest path is via the OpenClaw Easy desktop app — one click, no terminal required:
- Download OpenClaw Easy for macOS or Windows (free, one-click installer, ~30 seconds).
- Open the in-app Skills panel.
- Search for
acc-error-memoryand click Install. - The skill activates automatically when an incoming message matches its description.
Install from the command line
If you already run the OpenClaw CLI, add ACC Error Memory with a single command:
openclaw skills add acc-error-memory
This pulls acc-error-memory from ClawHub and installs it into ~/.openclaw/skills/acc-error-memory/. Restart the OpenClaw gateway afterwards so the new skill is discovered.
How to use ACC Error Memory
Once installed, ACC Error Memory activates on its own: when an incoming message on WhatsApp, Telegram, Slack, Discord, Feishu or Line matches the skill's description, your OpenClaw agent loads it and runs the workflow. You can also trigger it explicitly by describing the task in chat. No extra configuration is required after install.
Manual install (advanced)
If you prefer manual installation:
- Click the Download .zip button above to grab
acc-error-memory-1.0.0.zipdirectly from our S3 mirror. - Unzip into
~/.openclaw/skills/acc-error-memory/(create the directory if it does not exist). - Restart OpenClaw Easy (or the OpenClaw CLI gateway) so the new skill is discovered.
Frequently asked questions
How do I install ACC Error Memory?
Install ACC Error Memory in the OpenClaw Easy desktop app by opening the Skills panel, searching for acc-error-memory, and clicking Install. From a terminal you can run: openclaw skills add acc-error-memory. Either way the skill is placed in ~/.openclaw/skills/acc-error-memory/.
Is ACC Error Memory free?
Yes. ACC Error Memory is free and open-source, distributed under the Apache-2.0 license through ClawHub. No account or payment is required to download or run it.
What does ACC Error Memory do?
Error pattern tracking for AI agents. Detects corrections, escalates recurring mistakes, learns mitigations. The 'something's off' detector from the AI Brain series.
Related: more research & knowledge skills
If ACC Error Memory looks useful, you may also want to check out other research & knowledge skills in the OpenClaw catalog:
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Free, open-source · Apache-2.0 · Works with Claude, ChatGPT, Gemini, or local Ollama models