Background Agent Pings

No Polling for Background Agents

Never Use TaskOutput

Observe Before Editing

OPC Architecture Understanding

Planning agent that creates implementation plans and handoffs from conversation context

Write a clear, empathetic EOL announcement with rationale, customer impact, and next steps. Use when retiring a product, feature, or plan without creating avoidable confusion.

Phone calling skill for OpenClaw: agent makes real outbound phone calls to users for alerts, briefings, reminders, and urgent notifications. Managed service, no Twilio setup needed. 100+ countries, 70+ voices.

Show current Claude Code spend by project and branch via BudgetClaw

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Analyze codebase with parallel mapper agents to produce .planning/codebase/ documents

Create detailed phase plan (PLAN.md) with verification loop

ThumbGate adds deterministic pre-action gates to AI coding agents. Before any destructive operation executes, ThumbGate checks it against enforceable rules.

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Detecting Data Anomalies

Training Machine Learning Models

Explaining Machine Learning Models

Finding Security Misconfigurations

Vertex AI Media Master

explaining-machine-learning-models

boycott-filter

claude-reflect

gastown

Act as a constructive critic. Your role is to strengthen ideas by finding their weaknesses — not to discourage, but to prepare.

clade-rate-limits

cursor-extension-integration

fondo-cost-tuning

klingai-camera-control

langchain-content-blocks

langchain-embeddings-search

langchain-model-inference

langchain-sdk-patterns

mistral-sdk-patterns

salesloft-rate-limits

together-common-errors

threat-model-creator

confusion-matrix-generator

cross-validation-setup

distributed-training-setup

early-stopping-callback

feature-engineering-helper

feature-importance-analyzer

gradient-clipping-helper

hyperparameter-tuner

learning-rate-scheduler

mlflow-tracking-setup

model-checkpoint-manager

model-explainability-tool

optuna-study-creator

pytorch-model-trainer