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Context Engineering Skills: a Claude Code skill by Muratcan Koylan

For engineers building agent systems who want written guidance on context, memory and evaluation. Skip it if you want a tool that runs tasks rather than a set of explanations.

High-risk warning At least one scanner rated it high risk, so we keep it out of the top ten. Read its code before you install it.

Score
58of 100
Rank
#228of 239
Installs
9.5Kon skills.sh
Stars
18.3Kon GitHub
Security
Warning 5 scanners
Updated
2026
Context
~79tokens always

Install

npx skills add https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering

Run it in your terminal. View the source

Most people install it straight from GitHub, where it has 18.3K stars, so its skills.sh count understates how widely it is used.

Using the Claude app rather than Claude Code? You can add a skill there too. How to add it in the app

What does Context Engineering Skills do?

Context Engineering Skills is a set of 24 skills that explain how to design agent systems around what reaches the model's context. The collection skill is a map pointing to members such as context-fundamentals, context-degradation, context-compression, memory-systems, tool-design, multi-agent-patterns, harness-engineering and evaluation. They cover the lost-in-the-middle effect, observation masking, sub-agents used to isolate context, the filesystem as memory, and harness rules like locked metrics and rollback. Niche members include BDI mental states, latent briefing through shared KV cache, and a book SFT pipeline. The collection file itself is guidance and runs no commands.

It comes as a set of skills that work together:

  • Agent-Skills-for-Context-Engineering
  • advanced-evaluation (185 installs)
  • bdi-mental-states (160 installs)
  • book-sft-pipeline (94 installs)
  • comprehensive-research-agent (123 installs)
  • context-compression (549 installs)
  • context-degradation (279 installs)
  • context-fundamentals (250 installs)
  • context-optimization (432 installs)
  • digital-brain-skill
  • evaluation (259 installs)
  • filesystem-context (376 installs)

When should you use Context Engineering Skills?

Use it when

  • Your agent loses track as its context grows
  • You are choosing between multi-agent layouts
  • You need an evaluation rubric for agent runs

Skip it when

  • You want a skill that does a task for you
  • You are not building or tuning agents

Why it scores 58

Strongest on quality (85 of 100), weakest on adoption (37).

  • Adoption35 points 37
  • Upkeep20 points 84
  • Trust20 points 51
  • Quality15 points 85
  • Reader answers10 points Not enough answers yet, so this does not count

How the formula works

Is Context Engineering Skills safe to install?

At least one scanner rated it high risk, so we keep it out of the top ten. Read its code before you install it. Scanners often miss what other scanners catch, and a skill can change after a scan. Read its source before you install it.

ScannerResultDate
Gen Agent Trust HubMedium riskOct 1, 2026
SocketMedium riskOct 1, 2026
SnykLow riskOct 1, 2026
RunlayerHigh riskMar 12, 2026
ZeroLeaksMedium riskApr 16, 2026

Details

Installs
9,472
Repository stars
18,333
Last repository change
Tokens always loaded
about 79
Tokens when used
about 2,714
License
MIT
Data confidence
High

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