Curated AI skills packs for enterprise coding teams. Pre-built and bespoke rulesets that ensure your AI agents code to ISO, industry, and in-house standards. Every line generated meets the bar, every time.
Two modes. Complete standards coverage.
Apply standards proactively as agents write code, or assess existing codebases retroactively with gap analysis. Use both together for full lifecycle compliance.
Skills packs are loaded into your AI coding agent's context before it writes a single line. Standards are enforced as code is generated, not after the fact.
Skills Packs
Pre-built rulesets for ISO 25010, OWASP, PSR-12, PEP 8, and dozens of industry frameworks. Deploy in minutes, your agent generates compliant code from the first prompt.
Custom Rulesets
Define your own in-house coding standards and conventions. Your agents will follow them as faithfully as your best engineers. Layer custom rules on top of any standards pack.
Agent Integration
Works with Claude, GPT, Copilot, and any LLM-based coding agent. Plug in via skills packs or API-driven enforcement. One set of rules, every agent.
Zero Drift
Standards are embedded in the agent's context window for every generation request. No post-processing, no manual review for compliance, rules are followed by construction.
Already have a codebase? Our assessment tools analyse existing code against any combination of standards and produce detailed gap analysis reports with prioritised remediation guidance.
Gap Analysis
Scan your existing codebase against selected standards. Identify exactly where code falls short, which standards are violated, and the severity of each gap, file by file, rule by rule.
Remediation Plans
Each gap analysis produces a prioritised remediation roadmap, critical security issues first, then compliance gaps, then quality improvements. Feed the plan directly to your coding agents to fix issues automatically.
Compliance Reports
Audit-ready reports for stakeholders, regulators, and QA teams. Document which standards were assessed, what was found, what was remediated, and what remains outstanding.
Continuous Assessment
Run assessments on every release, pull request, or sprint boundary. Track compliance trends over time and catch regressions before they reach production.
Every skills pack ships with companion agents designed to implement and verify compliance. These aren't generic assistants, they're specialists trained on the standards they enforce.
Implementation Agents
Agents that understand the full depth of each standards pack. They apply rules as they code, handle edge cases the documentation covers, and make standards-aware architectural decisions, not just style checks.
Verification Agents
Dedicated agents that review code against the active skills pack after generation. They catch what slipped through, flag deviations with specific clause references, and suggest compliant alternatives.
Pack-Specific Expertise
Each agent is tailored to its standards pack. An ISO 27001 agent understands threat modelling. A DO-178C agent knows about structural coverage. They bring domain knowledge, not just rule matching.
Implement & Verify Loop
Use implementation agents to write compliant code, then verification agents to confirm it. A closed loop that catches gaps before code review, reducing manual effort and accelerating delivery.
Curated skills that go further than public repositories.
Open source coding rules are a starting point. AI Code Skills is where enterprise teams go when they need depth, precision, and accountability.
Interpreted, Not Copied
Public repos typically paste a standard's table of contents into a prompt. Our packs are hand-interpreted by engineers who have read the full specification, distilling hundreds of pages into actionable, context-aware rules that an AI agent can apply correctly.
Conflict Resolution
Real codebases operate under multiple overlapping standards, ISO 25010, OWASP, PCI-DSS, and your own house rules. Our packs resolve conflicts and define precedence so your agents don't generate contradictory code or silently ignore one standard in favour of another.
Maintained & Versioned
Standards evolve, OWASP Top 10 changes, ISO publishes amendments, frameworks release new versions. Our packs are actively maintained, versioned, and updated. Open source rules are often abandoned after their initial commit, leaving your agents enforcing outdated guidance.
Framework-Aware
A generic "use parameterised queries" rule is useless if your agent doesn't know whether you're in Laravel, Django, or Express. Our packs are framework-specific, they know how your ORM works, where middleware sits, and what your testing conventions look like.
Audit-Ready Provenance
Every rule traces back to a specific clause in a published standard. When a regulator or auditor asks "why does your code do this?", the answer is documented, not "because an AI suggested it" but "because ISO 25010 clause 4.2.3 requires it."
Enterprise Customisation
Open source packs are one-size-fits-all. We work with your team to layer organisation-specific conventions on top of industry standards, naming patterns, architectural boundaries, security policies, and domain rules that reflect how your engineers actually build software.
Skills packs across the full spectrum of software standards.
From quality management to security, accessibility to sustainability, every pack is interpreted from the source specification and tailored for AI-assisted code generation.
ISO Standards
ISO 25010
Software product quality model, reliability, security, maintainability, performance efficiency, compatibility, usability, functional suitability, and portability requirements translated into enforceable coding rules.
ISO 27001
Information security management, Annex A controls implemented as code-level rules covering access control, cryptography, input validation, secure session handling, logging, and data protection patterns.
ISO 9001
Quality management systems, process-oriented coding practises including documentation requirements, traceability, change management conventions, and consistent code review patterns.
ISO 12207
Software lifecycle processes, rules covering implementation, integration, testing, maintenance, and disposal phases. Enforces traceability between requirements and code artefacts.
ISO 15408
Common Criteria, security evaluation rules for systems requiring formal assurance levels (EAL). Enforces structured security arguments, boundary definitions, and vulnerability analysis patterns.
ISO 25023
Software quality measurement, quantitative measures for the quality characteristics in ISO 25010. Translates measurement functions into code-level metrics and testable assertions.
ISO 42001
AI management systems, the first international standard for responsible AI. Rules covering bias detection, transparency requirements, human oversight patterns, and AI-specific risk controls in generated code.
ISO 14971
Risk management for medical devices, hazard analysis patterns, risk control coding conventions, and traceability requirements for software in regulated medical and health-tech environments.
ISO 26262
Functional safety for automotive, ASIL-aware coding rules for safety-critical software. Defensive programming patterns, fault tolerance, and diagnostic coverage requirements for vehicle systems.
Security & Compliance
OWASP Top 10
Web application security, injection prevention, broken authentication, XSS, CSRF, SSRF, and insecure deserialization rules interpreted for each supported framework.
OWASP ASVS
Application Security Verification Standard, three levels of security verification (L1, L2, L3) translated into code-level checks for authentication, session management, access control, and cryptography.
PCI-DSS
Payment card industry data security, rules covering cardholder data handling, encryption at rest and in transit, secure key management, and audit logging for payment processing code.
NIST SP 800-53
Security and privacy controls, federal-grade security patterns for access control, audit accountability, incident response, and system integrity in government and defence applications.
CWE / SANS Top 25
Most dangerous software weaknesses, buffer overflows, race conditions, improper authentication, and privilege escalation prevention rules tailored to each programming language.
GDPR & UK GDPR
Data protection by design, consent management patterns, data minimisation, right-to-erasure implementation, privacy-by-default architecture, and lawful basis enforcement in code.
Language & Framework Standards
PSR-1/4/12
PHP coding standards, autoloading, basic coding style, and extended coding style for modern PHP development.
PEP 8 / PEP 257
Python style guide and docstring conventions, formatting, naming, imports, and documentation standards.
ECMAScript / TypeScript
JavaScript and TypeScript conventions, ES6+ patterns, strict type safety, async/await handling, and Node.js security practises.
Go / Rust / C#
Official language conventions, Effective Go, Rust API guidelines, .NET framework design guidelines, and Microsoft C# conventions.
Accessibility & Sustainability
WCAG 2.2
Web content accessibility, Level A, AA, and AAA compliance rules for HTML, ARIA, colour contrast, keyboard navigation, and screen reader compatibility in generated frontend code.
GreenCode / SCI
Green Software Foundation's Software Carbon Intensity specification, energy-efficient coding patterns, resource optimisation rules, and sustainability-aware architecture guidance.
EU AI Act
European AI regulation, risk classification, transparency requirements, human oversight patterns, and technical documentation rules for high-risk AI systems as defined by the regulation.
Sector-Specific Standards
We build and maintain skills packs for regulated industries where software must meet domain-specific safety, quality, and compliance requirements. If your sector has a standard, we can create a pack for it.
Automotive, ISO 26262 / ASPICE
Functional safety and process maturity for vehicle software. ASIL-aware coding rules, defensive programming, fault tolerance, and Automotive SPICE process compliance for ECU and ADAS systems.
Aerospace, DO-178C / DO-326A
Software considerations in airborne systems. Design assurance levels (DAL A-E), structural coverage analysis, requirements traceability, and airborne security rules for certified avionics software.
Medical, IEC 62304 / ISO 14971
Software lifecycle for medical devices. Safety classification (A/B/C), risk management integration, validation requirements, and regulatory traceability for FDA and MDR submissions.
Defence, DEF STAN / MIL-STD
UK and NATO defence software standards. Secure coding for classified systems, safety-critical patterns, TEMPEST considerations, and MOD procurement compliance requirements.
Rail, EN 50128 / CENELEC
Software for railway control and protection systems. SIL-based coding techniques, formal verification patterns, and safety case evidence generation for signalling and train control software.
Financial, SOX / MiFID II / Basel
Regulatory compliance for financial software. Audit trail requirements, transaction integrity, data retention rules, algorithmic trading safeguards, and regulatory reporting patterns.
Don't see your sector? We create bespoke skills packs for any domain-specific standard. Get in touch to discuss your requirements.
Built for serious engineering teams.
AI Code Skills injects your chosen rulesets directly into the AI agent's context window. Whether you are using pre-built standards packs or bespoke configurations, every code generation request is filtered through your compliance layer before output reaches the developer.
"AI agents generate code at extraordinary speed. Without standards enforcement, that speed becomes a liability. AI Code Skills turns it back into an advantage."
Drift Detection
Automatic alerts when agent outputs deviate from your defined standards. Monitors AI agent outputs over time, identifies when generated code begins to drift due to model updates, context window changes, or prompt modifications, and provides root cause analysis with corrective actions.
Audit-Ready Reports
Generate compliance reports for stakeholders, regulators, and quality assurance teams. Track standards adherence rates across projects, teams, and agents with exportable data for governance reviews and regulatory submissions.
Team & Agent Control
Centralised control of rulesets, agent configurations, and team-level compliance policies. Assign different standards packs to different teams or projects, manage permissions, and enforce organisation-wide coding conventions centrally.
Standards Library
A growing catalogue of 50+ pre-built standards packs covering ISO 25010, OWASP Top 10, PSR-12, PEP 8, and dozens of industry-specific frameworks. New packs added regularly as standards evolve. Fork and customise any pack to suit your organisation.
Choose, configure, connect, monitor.
AI Code Skills follows a structured pipeline: choose your standards, configure your rules, connect your agents, and monitor compliance in real time.
Choose Standards
Select from 50+ pre-built standards packs covering ISO, OWASP, PSR, PEP 8, and industry frameworks. Or start from scratch with your own in-house conventions.
Configure Rules
Customise severity levels, add organisation-specific conventions, and combine multiple packs into a unified ruleset. Fine-tune to match your exact requirements.
Connect Agents
Plug your configured rulesets into Claude, GPT, Copilot, or any LLM-based coding agent. Standards are injected into the agent's context window automatically.
Monitor Compliance
Track adherence in real time across all agents and projects. Get drift alerts, generate audit reports, and maintain zero-drift compliance at scale.
Built for teams that take code quality seriously.
Whether you are a regulated enterprise, a scaling agency, or an open source project, AI Code Skills ensures every AI-generated line meets your bar.
Enterprise Engineering
Large engineering teams adopting AI agents at scale. Enforce consistent standards across hundreds of developers and multiple AI tools without slowing anyone down.
Regulated Industries
Financial services, healthcare, defence, and government teams that must demonstrate compliance with ISO, OWASP, and sector-specific coding standards in audit.
Quality-Driven Organisations
Teams where code quality is a competitive advantage. Use AI Code Skills to maintain the bar as you accelerate development with AI agents across your product portfolio.
Agencies & Consultancies
Digital agencies managing multiple client codebases with different standards requirements. Apply client-specific rulesets to each project and demonstrate compliance in delivery reviews.
Open Source Maintainers
Maintain contribution quality across distributed teams and AI-assisted contributors. Enforce project coding standards consistently, regardless of who or what generated the code.
Technology Consultancies
Advisory firms helping clients adopt AI-assisted development. Use AI Code Skills as part of your governance and quality assurance offering to ensure AI adoption does not compromise code standards.
Frequently Asked Questions
AI Code Skills is an AI agent compliance platform that embeds coding standards directly into your AI-assisted development workflow. It works by injecting your chosen rulesets -- whether ISO, industry, or bespoke in-house standards -- into the agent's context, ensuring every line of generated code meets your defined bar. There is no post-processing or manual review required for standards compliance.
AI Code Skills integrates with all major LLM-based coding agents including Claude, GPT, GitHub Copilot, and any agent that supports skills packs or API-driven configuration. Our integration layer is agent-agnostic, so if your team uses multiple agents, you can enforce the same standards across all of them.
Absolutely. While we provide 50+ pre-built standards packs covering frameworks like ISO 25010, OWASP, PSR-12, and PEP 8, you can also define entirely bespoke rulesets that reflect your organisation's unique coding conventions, naming standards, architectural patterns, and security requirements. Custom rulesets are managed through a straightforward configuration interface.
Drift detection monitors your AI agents' outputs over time to identify when generated code begins to deviate from your defined standards. This can happen due to model updates, context window changes, or prompt modifications. Our drift detection system alerts you immediately when compliance drops, provides root cause analysis, and suggests corrective actions to maintain zero-drift output.
Most teams are up and running within minutes. Choose a pre-built standards pack, connect your AI coding agent, and you are enforcing standards immediately. Custom rulesets take a bit longer to configure but can typically be deployed within a day. Our onboarding team is available to help with enterprise deployments and bespoke configuration requirements.
Your rules. Your agents. Zero drift.
Get in touch to discuss how AI Code Skills can enforce your coding standards across every AI agent in your organisation.
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