tonitangpotato

Apply approved review findings to a document — reads the review file and makes targeted edits

Systematically review design documents for bugs, inconsistencies, and missing cases

Systematically review requirements documents for completeness, testability, and consistency

Systematically review task breakdowns for completeness, dependency correctness, and implementability

Incremental write pattern for long documents (design, requirements, specs, postmortems, RFCs, ADRs, any structured markdown)

Track, manage, and fix issues across all projects (full lifecycle, strict format)

Remove signs of AI-generated writing from text. Activate before publishing social posts (Reddit, HN, X, blogs) or any external-facing content. Detects 29+ AI writing patterns from Wikipedia's "Signs of AI writing" guide and rewrites them while preserving meaning. Supports voice calibration via writing samples.

Rebuild RustClaw and rolling-restart the three launchd-managed agent instances (main, agent2, marketing)

Test HTTP APIs, make curl requests, and debug endpoints

Review code changes, provide feedback on PRs, and suggest improvements

Write and execute SQL queries, analyze database schemas, and manage data

Deploy applications, manage releases, and handle production deployments

Draft and compose professional emails for various purposes

Find files and search within files by name, content, or pattern

Manage git repositories, branches, commits, and version control operations

Generate images from text descriptions using AI models

Neuroscience-grounded memory for AI agents. Add, recall, and manage memories with ACT-R activation, Hebbian learning, and cognitive consolidation.

Neuroscience-grounded memory system — store, recall, consolidate, and forget memories with cognitive science models.

Neuroscience-grounded memory for AI agents. Add, recall, and manage memories with ACT-R activation, Hebbian learning, and cognitive consolidation.

Cognitive memory powered by neuroscience — ACT-R activation, Hebbian learning, Ebbinghaus forgetting. Replaces flat memory with a brain-like system that learns, forgets, and discovers associations.

Add voice interaction to your AI agent. Convert text replies to speech (TTS) and send as Telegram voice messages. Use when a user asks for voice replies, audio responses, TTS setup, or wants their agent to "speak". Supports 100+ voices across 40+ languages via edge-tts (free, no API key). Zero-cost voice I/O for any OpenClaw agent.