dspy-prompt-optimizerDSPy：把 LLM 程序写成可组合 Module + 声明式 Signature 的 Python 框架。通过 14 个 teleprompter（optimizer）从 train + dev 集自动编译 prompt 与 few-shot demo。 DSPy: a Python framework for...
Install via ClawdBot CLI:
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Grade Poor — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Usage Guide
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Scored Jun 5, 2026
Safe OpenClaw config updates with automatic backup, validation, and rollback. For agent use - prevents invalid config updates.
Extract conversation transcripts from AI coding session logs (Clawdbot, Claude Code, Codex). Use when asked to export prompt history, session logs, or transcripts from .jsonl session files.
Two-layer content safety for agent input and output. Use when (1) a user message attempts to override, ignore, or bypass previous instructions (prompt injection), (2) a user message references system prompts, hidden instructions, or internal configuration, (3) receiving messages from untrusted users in group chats or public channels, (4) generating responses that discuss violence, self-harm, sexual content, hate speech, or other sensitive topics, or (5) deploying agents in public-facing or multi-user environments where adversarial input is expected.
Readeck integration for saving and managing articles. Supports adding URLs, listing entries, and managing bookmarks via Readeck's API. Configure custom URL and API key per request or via environment variables READECK_URL and READECK_API_KEY.
Handle Clawdbot operations in Nix mode (configuration management, environment detection).
Test and optimize prompts for cost, token use, and performance with detailed reports using single shot queries across multiple providers and models.