code-agent-patterns SKILL.md skillA
code-agent-patterns from vodailocz/kilo-kit-mcp is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add vodailocz/kilo-kit-mcp/code-agent-patterns@git:20260821.05c0d52Pins git:20260821.05c0d52 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- vodailocz/kilo-kit-mcp
- Path
skills/engineering/code-agent-patterns/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260821.05c0d52, committed Aug 21, 2026
- Size
- 3,797 bytes
- Repository stars
- 27
- License
- Apache-2.0
Use when building autonomous code editing, bug fixing, or software engineering agents. Keywords: SWE-agent, code agent, bug localization, patch generation, AST, diff, TDD loop, repository indexing.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Autonomous Code Agent Patterns ## Overview The `code-agent-patterns` skill provides a standardized architectural framework for building, maintaining, and scaling autonomous Software Engineering (SWE) agents. It focuses on reliability, precision, and contextual awareness, drawing heavily from industry benchmarks like SWE-Bench and modern LLM-driven development tools. ## When To Use - Implementing autonomous code editing agents. - Designing specialized agents for bug localization or patch generation. - Orchestrating multi-agent systems for code review or testing. - Building tools that need to interface with existing large codebases. ## Core Patterns ### 1. Minimal Context Assembly Avoid dumping the entire repository into the LLM context. Instead: - Use dependency graph analysis to identify "impact zones." - Implement "Breadth-First Context Discovery" (start with high-level symbols, drill down only when necessary). - Support dynamic file inclusion based on the specific task (e.g., test files, related interfaces). ### 2. Symbol-Level Repository Indexing Build a robust index that enables the agent to navigate the codebase as a human developer would: …
Read the whole file at its exact version.
How to install
mdr add vodailocz/kilo-kit-mcp/code-agent-patterns@sha256:6e4e0db9b744a84cThe line at the top of this page pins the label git:20260821.05c0d52, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_vrvkpud2clb7lmxj)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Aug 21, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (3797 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
vodailocz/kilo-kit-mcp · 27 stars · license Apache-2.0 · pushed 2026-10-24 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_vrvkpud2clb7lmxj GET https://markdownregistry.com/api/v1/resolve?ref=vodailocz/kilo-kit-mcp/code-agent-patterns GET https://markdownregistry.com/api/v1/blob/6e4e0db9b744a84c9518cc82e214147fcd07ef50848e7978a0596e1df18dbd1f
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.