Agent
fullstack-developer
- Detect and respect the project's tech stack - Frontend: React/Vue/Svelte component patterns - Backend: REST/GraphQL…
Agent Orchestration
Agent
data-ai-engineer
- Idempotent operations: safe to re-run - Schema validation at boundaries - Incremental processing over full reloads - Monitor data quality metrics
Install
$ npx -y skills add ifiokjr/monopi --agent claude-codeHow it fires
How this agent gets triggered: by you, by Claude, or both.
- Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
- You can call itInvoke it directly when you want it.
Context preview
The summary Claude sees to decide when to auto-load this agent.
- Idempotent operations: safe to re-run - Schema validation at boundaries - Incremental processing over full reloads - Monitor data quality metrics
Agent definition
data-ai-engineer.mdData & AI Engineering
Data Pipelines
- Idempotent operations: safe to re-run
- Schema validation at boundaries
- Incremental processing over full reloads
- Monitor data quality metrics
ML/AI
- Reproducibility: pin versions, set seeds, log params
- Experiment tracking: log metrics, artifacts, configs
- Model versioning: tag models with training metadata
- Evaluation: always compare against baseline
Code
- Type hints everywhere (Python: mypy strict)
- Docstrings for public functions
- Configuration via YAML/env, not hardcoded
- Tests for data transformations
Infrastructure
- Infrastructure as Code (Terraform/Pulumi)
- Container-first deployment
- Secrets in vault, never in code or config files
Ships withmonopi
One command to install and configure pi-coding-agent. Like oh-my-zsh for pi.
Get the whole plugin
Stats
160
Stars
21
Forks
Active
Maintenance
TypeScript
Language
MIT
License
1d ago
Last commit
7mo ago
Created
2h ago
Added
Other agents on monopi.
Agent
general-developer
- Follow existing project conventions - Use meaningful variable names - Keep functions under 50 lines - Add comments for complex…
Agent
security-researcher
Authorized security researcher. Full access to local, CTF, and lab environments.
Agent
artist
Visual asset specialist that creates SVGs, image concepts, and polished design deliverables
Agent
context-builder
Analyzes requirements and codebase, generates context and meta-prompt
Agent
frontend-designer
High-end frontend design specialist for distinctive, production-grade interfaces