Structural code search and rewrite using ast-grep as a native LLM tool

Autonomous experiment loop sub-agent (start/stop/status tools via tmux)

Free-tier provider auto-rotation — select cheapskate/auto as your model and it transparently routes across configured free-tier backends (Gemini, Cerebras, Groq, SambaNova, OpenRouter, OpenCode Zen, NVIDIA, Cloudflare)

Diagnostics tool for code validation (Python, JS/TS, JSON, extensible via validators.json)

Codex-style prompt and tool adapter for OpenAI/Codex-like models in Piclaw

Delegate tasks to cheaper/faster models with auto model selection, tool access, and MCP support

Developer tools for workspace diagnostics and environment inspection

Architecture diagram workflow — JSON graph definitions, SVG renderer, colour picker widget

Self-hosted draw.io diagram editor with workspace file integration

Editable Markdown table widget for the web UI — opens a themed spreadsheet-style grid and inserts the edited Markdown table back into chat

Attachment preview route for email message (.eml) files in the web timeline

Export chat timelines to PDF with inline avatars and referenced message pills

Git history and JSON query tools for piclaw agents

Session-scoped goal seeking loop with editable prompts, a settings pane, and /goal command support

Image manipulation tool (image_process) for Piclaw — resize, crop, convert, composite and more via sharp

IMAP email management tool — search/fetch, move/copy, flag, create drafts, file messages, and STARTTLS support

Interactive kanban board dashboard widget for the web timeline

Workspace .kanban.md editor add-on with Obsidian-style [[links]] between boards

Nightly Bayesian interaction-quality classifier — trains on chat history, flags behavioral patterns, and writes self-improvement reflections

D3-based mindmap editor pane for .mindmap.yaml files in Piclaw

OpenTelemetry observability — trace errors and agent turns across piclaw instances to Azure Application Insights (with Live Metrics) and local Graphite

Office document read/write tools for Piclaw (docx, xlsx, pptx, odt, md→pdf)

Office document viewer (.docx, .xlsx, .pptx) and PDF viewer for Piclaw

Right-side session plan sidebar with a Markdown checklist editor and plan get/set tool

Portainer management tool — session-scoped API config, ad-hoc requests, and orchestration workflows for endpoints, stacks, containers, images, networks, and volumes

Proxmox VE management tool — session-scoped API config, ad-hoc requests, and orchestration workflows for VMs, LXC containers, storage, tasks, and metrics

Sample add-on — starter template showing a settings pane, keychain secret, SQLite KV config, and a test endpoint

Interactive session tree timeline widget for Piclaw's /tree command

Developer skill for capturing tightly cropped screenshots of the Pi web settings dialog only

Honor model, effort, and thinking frontmatter on Piclaw skills

Workspace vent log add-on, adapted from pi-vent by Igor Warzocha, with a configurable output file

ESPHome-only voice assistant pipeline for ThinkSmart/ESP32-Audio devices using Azure STT/TTS and the Flint chat runtime

Zero-guardrail inter-instance messaging — lets Pi instances post and reply to each other over HTTP