For citizen's income — dispute with the job center: clarifies norm, burden of proof and counter-argument; result: test product with risk…
Automate Claid AI tasks via Rube MCP (Composio).
Rewrite `outline/claim_evidence_matrix.md` as a projection/index of evidence packs (NO PROSE), so claims/axes are driven by…
Configure, validate, run, and troubleshoot CLAM attention heatmap
Diagnose and fix Clari API errors including auth failures, export issues,
Configure Clari API authentication with API key and set up export access.
Reference architecture for Clari revenue intelligence integrations.
Secure Clari API tokens and implement data handling best practices.
Separates core objectives from proposed solutions and constraints before coding to prevent scope creep and misaligned implementations.
Make user-facing narrative text clear, precise, concise, and useful.
Maintain and migrate langchain-classic legacy chains, retrievers,
Enriched IAB classification — returns audience categories plus topics, keywords, and inferred intent.
Use Claude Code as an independent `claude -p` subagent when the user explicitly asks for Claude, wants a second-agent opinion from Claude…
Provides specialized prompt engineering patterns and optimization strategies tailored for Claude Opus 4.7 and legacy model architectures.
Use when Codex should ask Claude CLI for an adversarial challenge review that pressure-tests implementation direction, design choices…
Use when creating or configuring Claude AI agents using the Agent SDK.
Build autonomous AI agents with Claude Agent SDK.
Build with Claude Messages API using structured outputs (v0.69.0+, Nov 2025) for guaranteed JSON schema validation.
One-command setup of "Claude Arabic" — makes Claude Code render Arabic / Persian / Hebrew / Urdu correctly inside VS Code (connected…
AI-native tutor and onboarding workflow for the four independent Claude certification tracks in AI Engineering from Scratch.
Consult Claude Code CLI (Claude Pro or Max, no API key) for a second opinion, plan critique, diff review, or occasional implementation.