openclaw

Diagnose OpenClaw problems involving models, providers, tools, and streamed responses. Use targeted logs, repeat the failing operation, and inspect stored conversations and attachments to identify the cause, guide a repair, and verify the result.

• Investigating differences between local tests and live runs
• Checking which tools are actually visible to a model
• Diagnosing delayed or stalled streamed responses

Maintain an OpenClaw memory wiki using original sources and stored notes. Update existing pages, preserve human-written sections, and check for contradictions, missing source information, and unresolved questions after meaningful changes.

• Update wiki pages from original sources
• Find and inspect stored knowledge before citing it
• Check contradictions and missing sources after updates

Rebuild OpenClaw release changelogs from Git history, the recorded code changes. Group changes by user impact, preserve issue and pull request references and contributor credits, and verify the notes against the release history and published GitHub release text.

• Preparing changelog notes before a stable release
• Extracting changes since the previous beta baseline
• Checking contributor credits and pull request references

Turn before-and-after text or a patch into a view of changes. Create an interactive viewer URL, a PNG image, or a PDF so others can inspect edits and receive the comparison as an attachment.

• Sharing text changes through an interactive viewer
• Attaching a comparison as a PNG or PDF
• Preparing high-quality files for reviewing edits

Route requests from OpenClaw to external coding agents such as Claude Code or Cursor. Start or continue sessions using ACP, a protocol for connecting agents, or relay prompts directly through acpx while preserving conversation context.

• Starting a Claude Code session in a thread
• Continuing work with an external coding agent
• Relaying prompts directly through acpx

Test an idea before committing to full development by building a small, disposable prototype. Compare approaches under equal conditions, try a failure case, and report feasibility with commands, results, or measurements supporting the verdict.

• Testing whether an idea is technically feasible
• Comparing two approaches under the same conditions
• Checking an edge case before full development

Find meme templates that fit a joke or topic, then add captions to create an image draft. Save the result locally as SVG or PNG, or use Imgflip to generate a hosted image URL.

• Choose a meme format for a joke
• Search templates by name or topic
• Create a captioned SVG or PNG draft

Create interactive visuals that explain code structure, execution flow, and performance comparisons. Use OpenClaw dashboard widgets to keep related metrics, tables, and charts available beyond a single explanation.

• Explain code structure and data flow
• Compare measured performance
• Explore UI mockups interactively

Control an Eight Sleep pod through the eightctl command-line tool. Check its status, switch it on or off, adjust temperature, manage alarms and schedules, and control audio playback or the base angle.

• Checking pod status and switching it on or off
• Adjusting pod temperature
• Listing, creating, or dismissing alarms

Organize sessions and layouts in the OpenClaw Control UI, build session dashboards, and investigate display or connection problems. It covers connected clients and Gateways accessed directly or through Tailscale, with checks of both saved state and rendered screens.

• Group and pin sessions for easier navigation
• Build a dashboard within a dedicated session
• Arrange dashboard tabs and widgets

Turn text into speech with ElevenLabs using the sag command line tool. Choose a voice, adjust pronunciation and delivery, play audio locally, or save a file to send as a spoken response.

• Reading text aloud on your computer
• Saving spoken replies as audio files
• Choosing and checking a reading voice

Search Spotify tracks and control playback from the terminal using spogo or spotify_player. Play, pause, skip tracks, check playback status, and select a playback device through the supported commands.

• Searching for tracks on Spotify
• Pausing playback or skipping tracks
• Checking and switching playback devices

Manage Trello tasks through its REST API, an interface for accessing Trello from other tools. View boards, lists, and cards, then create cards, move them between lists, add comments, or archive completed work.

• Review tasks across Trello boards
• Create cards for new tasks
• Move cards to reflect progress

Transcribe audio files through OpenAI's transcription API and save the results as text or JSON. Select a model, specify the language, or use speaker labeling to distinguish who said each part of a recording.

• Turn a recorded meeting into text
• Label speakers in an interview transcript
• Save a transcript as JSON for further processing

Manage email through Himalaya CLI, a command-line tool for IMAP/SMTP mail access. List, read, and search messages, compose replies or forwards, and organize mail by copying, moving, deleting, or changing read flags.

• Finding emails by sender and subject
• Composing, replying to, and forwarding messages
• Moving and copying messages between folders

Search Google Places for businesses and locations, narrow results by current opening status or rating, and retrieve place details and reviews. Export results as JSON, a structured data format for use in scripts.

• Finding highly rated places that are open now
• Searching for places near specific coordinates
• Checking place details and reviews

Manage Apple Reminders from your Mac with remindctl, a terminal tool. View tasks by date, add or edit reminders, organize lists, and mark tasks complete or delete them, including personal to-dos that sync to iOS.

• Review today’s tasks and overdue reminders
• Add personal to-dos with due dates
• Organize tasks visible on an iPhone or iPad

Check Foodora order history, active order status, and arrival information through ordercli. Monitor ongoing orders, inspect individual order details, or preview and confirm adding items from a previous order to your cart.

• Check an active order's status and arrival information
• Monitor changes to an ongoing order
• Inspect past orders and export details as JSON

Delegate feature development, large code refactors, and pull request reviews to Codex, Claude Code, or OpenCode as background workers. Use isolated project checkouts, monitor progress, and arrange completion or failure notifications.

• Delegating feature development to a background worker
• Running a large code refactor in an isolated checkout
• Requesting a pull request review from a coding agent

Control Bluesound and NAD players with the blu command-line tool. Find devices, check their status, manage playback and volume, organize player groups, and search for or play TuneIn content on a selected device.

• Finding a player and checking its status
• Controlling playback and adjusting volume
• Adding players to or removing them from a group

Turn audio into spectrograms, images showing frequencies over time, and panels of features such as loudness and rhythm. Combine views in a grid and choose a time segment, color palette, and output image size.

• Viewing audio frequencies over time
• Comparing loudness and rhythm in a panel grid
• Visualizing a selected audio segment

Find plugins or explicitly requested skills on ClawHub, then verify and manage skills for OpenClaw agents. It also covers skill removal, publishing, and syncing through the standalone CLI, a tool used from the command line.

• Finding a plugin for a needed capability
• Verifying and installing a requested skill
• Updating or removing installed skills

Control Philips Hue lighting through an agent using the OpenHue command-line tool. Turn lights on or off, adjust brightness and color, control whole rooms, and activate scenes for work, relaxation, or movie time.

• Turning all bedroom lights off
• Adjusting brightness and color for work
• Activating a scene for movie time

Track updates from blogs and RSS or Atom feeds, formats used to distribute new articles. Register sources, scan for newly published items, review article lists, mark articles as read, and remove sources you no longer follow.

• Check favorite blogs for new articles
• Track multiple RSS or Atom feeds
• Mark reviewed articles as read