Builds new API connectors or providers by exactly matching the target repo's existing integration patterns. Use when adding integrations like Jira or Slack without inventing new architectures.
From eccnpx claudepluginhub affaan-m/everything-claude-code --plugin everything-claude-codeThis skill uses the workspace's default tool permissions.
Designs and optimizes AI agent action spaces, tool definitions, observation formats, error recovery, and context for higher task completion rates.
Enables AI agents to execute x402 payments with per-task budgets, spending controls, and non-custodial wallets via MCP tools. Use when agents pay for APIs, services, or other agents.
Compares coding agents like Claude Code and Aider on custom YAML-defined codebase tasks using git worktrees, measuring pass rate, cost, time, and consistency.
Use this when the job is to add a repo-native integration surface, not just a generic HTTP client.
The point is to match the host repository's pattern:
Inspect at least 2 existing connectors/providers and map:
Define only the surface the repo actually needs:
Typical slices:
The new connector should look obvious in the codebase, not imported from a different ecosystem.
providers/
existing_provider/
__init__.py
provider.py
config.py
integrations/
existing/
client.py
models.py
connector.py
src/integrations/
existing/
index.ts
client.ts
types.ts
test.ts
backend-patternsmcp-server-patternsgithub-ops