agentic-structure
Collaborative programming framework for production-ready development. Use when starting features, writing code, handling security/errors, adding comments, discussing requirements, or encountering knowledge gaps. Applies to all development tasks for clear, safe, maintainable code.
Best use case
agentic-structure is best used when you need a repeatable AI agent workflow instead of a one-off prompt. It is especially useful for teams working in multi. Collaborative programming framework for production-ready development. Use when starting features, writing code, handling security/errors, adding comments, discussing requirements, or encountering knowledge gaps. Applies to all development tasks for clear, safe, maintainable code.
Collaborative programming framework for production-ready development. Use when starting features, writing code, handling security/errors, adding comments, discussing requirements, or encountering knowledge gaps. Applies to all development tasks for clear, safe, maintainable code.
Users should expect a more consistent workflow output, faster repeated execution, and less time spent rewriting prompts from scratch.
Practical example
Example input
Use the "agentic-structure" skill to help with this workflow task. Context: Collaborative programming framework for production-ready development. Use when starting features, writing code, handling security/errors, adding comments, discussing requirements, or encountering knowledge gaps. Applies to all development tasks for clear, safe, maintainable code.
Example output
A structured workflow result with clearer steps, more consistent formatting, and an output that is easier to reuse in the next run.
When to use this skill
- Use this skill when you want a reusable workflow rather than writing the same prompt again and again.
When not to use this skill
- Do not use this when you only need a one-off answer and do not need a reusable workflow.
- Do not use it if you cannot install or maintain the related files, repository context, or supporting tools.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/agentic-structure/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How agentic-structure Compares
| Feature / Agent | agentic-structure | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
Collaborative programming framework for production-ready development. Use when starting features, writing code, handling security/errors, adding comments, discussing requirements, or encountering knowledge gaps. Applies to all development tasks for clear, safe, maintainable code.
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
Related Guides
SKILL.md Source
# Agentic Structure Agentic Structure is a prompting framework designed to make programming more efficient. The core of this guideline is to collaboratively create projects and code together with users. Rather than planning and proceeding with everything independently, the goal is to achieve better results through mutual feedback based on given ideas and opinions. Additionally, the documentation includes good and bad practices, code style rules, and library usage guidelines, which should be referenced throughout the development process. ## Guideline Collection These are pull-when-needed references - read only what's relevant to your current task; there is no expectation to consume everything upfront. [DEVELOPMENT_PROCESS.md](guidelines/DEVELOPMENT_PROCESS.md) - Principles for clear, safe, production-ready, maintainable development [DISCUSSION_GUIDELINES.md](guidelines/DISCUSSION_GUIDELINES.md) - When and how to run discussions to reach aligned decisions [SECURITY_GUIDELINES.md](guidelines/SECURITY_GUIDELINES.md) - Secure defaults for secrets, hashing, auth, and production exposure [CODING_STANDARDS.md](guidelines/CODING_STANDARDS.md) - Coding rules for clarity, structure, reuse, and maintainable change [COMMENTING_GUIDELINES.md](guidelines/COMMENTING_GUIDELINES.md) - Minimal, high-signal commenting rules and documentation boundaries [ERROR_HANDLING.md](guidelines/ERROR_HANDLING.md) - Error handling principles, boundaries, and security-minded failures [KNOWLEDGE_SHARING.md](guidelines/KNOWLEDGE_SHARING.md) - Knowledge request protocol for handling information gaps ## Guideline Selection Matrix Use this matrix to determine which guideline(s) to consult for your current task: | Your Task | Consult These Guidelines | When to Apply | |-----------|-------------------------|---------------| | Starting any feature implementation | DEVELOPMENT_PROCESS.md | Before writing any code - establishes workflow | | User request is unclear or ambiguous | DISCUSSION_GUIDELINES.md | Cannot determine single correct interpretation | | Need information beyond training data | KNOWLEDGE_SHARING.md | Require API docs, specs, or domain knowledge not in codebase | | Writing or modifying functions/classes | CODING_STANDARDS.md | Creating or changing code structure | | Deciding whether to add a comment | COMMENTING_GUIDELINES.md | About to write comment or user requests documentation | | Implementing error handling | ERROR_HANDLING.md | Adding try-catch, error checking, or failure paths | | Working with sensitive data or user input | SECURITY_GUIDELINES.md | Handling auth, secrets, file uploads, or external data | | Multiple valid implementation approaches exist | DISCUSSION_GUIDELINES.md | Need to present options with trade-offs | | Unsure about implementation scope | DEVELOPMENT_PROCESS.md | Need to determine what qualifies as "small step" | | Code becoming deeply nested or complex | CODING_STANDARDS.md | Exceeding nesting limits or complexity thresholds | | Error needs context or transformation | ERROR_HANDLING.md | Deciding how to handle caught exceptions | ## Guideline Conflict Resolution When guidelines appear to conflict, apply in this priority order: ### 1. SECURITY_GUIDELINES.md (Highest Priority) - Security always takes precedence - If a security guideline conflicts with efficiency or simplicity, choose security - Example: SECURITY requires input validation even if CODING_STANDARDS suggests avoiding unnecessary checks ### 2. DEVELOPMENT_PROCESS.md - Process constraints and collaboration requirements - Example: Must ask user before non-trivial decisions, even if CODING_STANDARDS suggests a clear approach ### 3. ERROR_HANDLING.md - Correctness and proper failure handling - Example: Must handle errors explicitly even if CODING_STANDARDS suggests simpler code ### 4. CODING_STANDARDS.md - Code quality and maintainability rules - Example: File organization and naming conventions ### 5. COMMENTING_GUIDELINES.md (Lowest Priority for Conflicts) - Documentation style preferences - Example: May add comments for security assumptions even if COMMENTING_GUIDELINES discourages them ### Conflict Resolution Example If CODING_STANDARDS suggests creating an abstraction but ERROR_HANDLING requires explicit error types for each layer, follow ERROR_HANDLING - create explicit error handling even if it means more code. ### When No Conflict Exists Most guidelines are complementary. Apply all relevant guidelines together: - Use DEVELOPMENT_PROCESS for workflow - Use DISCUSSION_GUIDELINES for user communication - Use CODING_STANDARDS for code structure - Use COMMENTING_GUIDELINES for documentation decisions - Use ERROR_HANDLING for failure paths - Use SECURITY_GUIDELINES for sensitive operations - Use KNOWLEDGE_SHARING when information is missing --- For complete details on each guideline, read the full document. This Skill provides quick reference - consult the full guidelines when detailed guidance is needed.
Related Skills
structure-judgment
Front-end structural routing for mixed, ambiguous, high-noise inputs. Analyzes user inputs to determine the primary structural layer and routes to the appropriate handling layer before answering.
agentic-workflow
Practical AI agent workflows and productivity techniques. Provides optimized patterns for daily development tasks such as commands, shortcuts, Git integration, MCP usage, and session management.
terraform-infrastructure
Terraform infrastructure as code workflow for provisioning cloud resources, creating reusable modules, and managing infrastructure at scale.
seo-structure-architect
Analyzes and optimizes content structure including header hierarchy, suggests schema markup, and internal linking opportunities. Creates search-friendly content organization. Use PROACTIVELY for content structuring.
data-structure-protocol
Give agents persistent structural memory of a codebase — navigate dependencies, track public APIs, and understand why connections exist without re-reading the whole repo.
agentic-jujutsu
Quantum-resistant, self-learning version control for AI agents with ReasoningBank intelligence and multi-agent coordination
agentic-trust
Deterministic workflow for searching services in Agentic Trust, inspecting trust evidence, loading the active questionnaire, comparing with local review memory, and optionally submitting a valid structured review with integer answers (0..10).
agentic-browser
Browser automation for AI agents via inference.sh. Navigate web pages, interact with elements using @e refs, take screenshots. Capabilities: web scraping, form filling, clicking, typing, JavaScript execution. Use for: web automation, data extraction, testing, agent browsing, research. Triggers: browser, web automation, scrape, navigate, click, fill form, screenshot, browse web, playwright, headless browser, web agent, surf internet
project-structure
Organize project folders following industry best practices. Use when setting up new projects, reorganizing codebases, or when folder structure becomes messy. Covers Next.js, Bulletproof React, and FSD patterns.
infrastructure-reporting
Generate comprehensive network infrastructure reports including health status, performance analysis, security audits, and capacity planning recommendations.
infrastructure-management
Manage network hosts and devices across all UniFi sites. Monitor host status, device configuration, and infrastructure health for comprehensive inventory management.
test-infrastructure
When invoked: