What this skill does
Use when an agent task fails or produces unexpected results. Performs structured post-mortem root cause analysis: categorizes the failure, traces the exact failure point through tool-call logs, reconstructs the decision chain, generates a post-mortem report, and saves lessons to prevent recurrence.
failure-forensics 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 failure-forensics
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
failure-forensicsand 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 failure-forensics with a single command:
openclaw skills add failure-forensics
This pulls failure-forensics from ClawHub and installs it into ~/.openclaw/skills/failure-forensics/. Restart the OpenClaw gateway afterwards so the new skill is discovered.
How to use failure-forensics
Once installed, failure-forensics 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
failure-forensics-0.1.1.zipdirectly from our S3 mirror. - Unzip into
~/.openclaw/skills/failure-forensics/(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 failure-forensics?
Install failure-forensics in the OpenClaw Easy desktop app by opening the Skills panel, searching for failure-forensics, and clicking Install. From a terminal you can run: openclaw skills add failure-forensics. Either way the skill is placed in ~/.openclaw/skills/failure-forensics/.
Is failure-forensics free?
Yes. failure-forensics 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 failure-forensics do?
Use when an agent task fails or produces unexpected results. Performs structured post-mortem root cause analysis: categorizes the failure, traces the exact failure point through tool-call logs, reconstructs the decision chain, generates a post-mortem report, and saves lessons to prevent recurrence.
Related: more research & knowledge skills
If failure-forensics looks useful, you may also want to check out other research & knowledge skills in the OpenClaw catalog:
Browse the full OpenClaw skill catalog
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Free, open-source · Apache-2.0 · Works with Claude, ChatGPT, Gemini, or local Ollama models