EngOps Agent Skills for Paperclip AI

A curated suite of enterprise-grade AI agent skills optimized for Paperclip AI. Build your next-gen Engineering Operations (EngOps) company with high-trust vertical integrations. This library provides the security, compliance, and tool-logic layers necessary for AI agents to operate safely within professional engineering organizations.

The EngOps Matrix

Our skills are organized into three primary verticals supported by a high-trust horizontal core.

	KnowledgeOps	ExecutionOps	QualityOps
Pillar Tools	Outline, Confluence	Jira, GitLab Issues	GitHub, GitLab MRs
Goal	Single Source of Truth	Task & Velocity	Trust & Compliance

Current Skills

Skill	Category	Status	Description
Outline Ops	KnowledgeOps	✅ Production	Deep integration with Outline docs and data attributes.
Confluence Ops	KnowledgeOps	🏗️ Planned	Enterprise documentation management in Confluence.
Notion Ops	KnowledgeOps	🏗️ Planned	Documentation and project management in Notion.
Jira EngOps	ExecutionOps	🧪 Beta	Task hygiene, status auditing, and project alignment.
GitHub EngOps	QualityOps	🧪 Beta	PR auditing, repo hygiene, and code governance.
GitLab EngOps	QualityOps	🧪 Beta	MR auditing, issues management, and CI/CD monitoring.

Documentation

• Architecture: The "EngOps Matrix" model (Verticals vs. Horizontals).

• Playbooks: Multi-skill workflows like the "EngOps Triad."

• Paperclip Setup: Best practices and symlinking for Paperclip AI.

• Paperclip Agent Template: A copy-pasteable JSON configuration.

• Claude Code Setup: Patterns for the Claude Code terminal.

• Security Policy: Vulnerability reporting and safety commitments.

• Code of Conduct: Community participation standards.

Why "EngOps" Skills?

General-purpose agent skills often lack the context and security required for enterprise environments. EngOps skills are built differently:

1. Audit-Ready: Every action is logged in a standardized format for security review.
2. PII & Secret Aware: Built-in filters to prevent agents from leaking sensitive data.
3. Cross-Tool Logic: Designed to work together (e.g., an agent checking Jira status before updating a Wiki page).
4. Governance First: Human-in-the-loop (HITL) patterns for destructive or high-impact actions.

Built for the Paperclip AI Ecosystem

If you are building an AI company or scaling internal productivity with Paperclip AI, this repository is your foundational skill-set.

• Native Discovery: All skills include SKILL.md files, perfectly formatted for Paperclip's automatic tool discovery.
• Enterprise-Ready: Skip the "management tax" of building your own Jira/GitHub integrations.
• Compliance-First: Inherit enterprise-grade PII masking and audit logging from day one.
• Scalable: Start with a single skill and expand into the full "EngOps Triad" as your company grows.

Installation

1. Ecosystem Standard (Rapid Install)

The recommended way to add these skills to your agent (Claude Code, Cursor, etc.) is using the skills.sh CLI:

# Add the full EngOps suite
npx skills add KhairulA/eng-ops-skills

# Add a specific vertical (e.g. Outline KnowledgeOps)
npx skills add KhairulA/eng-ops-skills/skills/outline-ops

2. Native for Paperclip AI

If you are building a company on Paperclip AI, you have two direct integration options:

Option A: Remote Injection (Dashboard / Cloud)

Paste the Raw URL of a SKILL.md into your agent's configuration:

• Outline Ops: https://raw.githubusercontent.com/KhairulA/eng-ops-skills/main/skills/outline-ops/SKILL.md
• Jira EngOps: https://raw.githubusercontent.com/KhairulA/eng-ops-skills/main/skills/jira-ops/SKILL.md

Option B: Local Discovery (Development / CLI)

Point your Paperclip instance to the skills/ folder to natively discover all verticals:

npx paperclipai run --skills ./path/to/eng-ops-skills/skills

For advanced multi-skill orchestration, submodule patterns, and environment variable setup, see AGENTS.md.

For Developers

We provide Sample Payloads for each skill to enable rapid testing and mocking without live API tokens.

Horizontal Core

The core/ directory contains shared modules used across all skills to ensure consistency:

• Security: PII masking and secret detection (includes SKILL.md for native agent discovery).
• Logging: Standardized JSON audit logging for agent actions.
• Governance: Human-in-the-loop (HITL) and approval gate patterns.
• Authentication: Enterprise-grade credential management patterns.

Coming Soon (Roadmap)

We are actively expanding the EngOps Matrix into new domains:

• KnowledgeOps Expansion: Confluence & Notion verticals to support diverse documentation stacks.
• Communications Vertical: Slack & Microsoft Teams integration for automated status reporting.
• Incident Vertical: PagerDuty & Opsgenie skills for SRE "Incident Shadowing" and post-mortem drafting.
• FinOps Vertical: AWS/GCP Cost Explorer integration for cloud spend auditing.
• Advanced Policy Engine: Executable Policy-as-Code for real-time agent validation.

Contributing

We welcome contributions that follow our "Enterprise-Grade" standard. See CONTRIBUTING.md.

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Built for the Agentic Era.
Maintainer: KhairulA | License: MIT