Agent skill · AI agents · muratcankoylan

context-fundamentals agent skill by muratcankoylan

Explains the foundations of context engineering, including the anatomy of a context window, attention mechanics, and why context quality matters more than quantity.

View on GitHub Read SKILL.md

At a glance

Publishermuratcankoylan
Repositorymuratcankoylan/Agent-Skills-for-Context-Engineering (19 listed skills)
CategoryAI Agents and LLM Engineering
LicenseMIT
Last commitOctober 11, 2026 (repository)
SKILL.md205 lines, 2,211 words
Bundled files3 files, including references, scripts
Quality score84/100 · B Passes all seven graded checks
Security scanNot scanned
README badgeGet the badges for this listing

Before you install

Read from the skill's files at the directory's October 19, 2026 snapshot: what ships with it, what its code reads, and the terms it is published under.

Install context-fundamentals

The skills CLI works with Claude Code, Codex, Cursor and other agents; the other routes copy the folder by hand.

Skills CLI
npx skills add https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering/tree/main/skills/context-fundamentals
Claude Code, project-level copy
tmp="$(mktemp -d)"
git clone --depth 1 https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering.git "$tmp/repo"
mkdir -p .claude/skills
cp -R "$tmp/repo/"skills/context-fundamentals .claude/skills/
rm -rf "$tmp"
Codex installer
python3 ~/.codex/skills/.system/skill-installer/scripts/install-skill-from-github.py \
    --repo muratcankoylan/Agent-Skills-for-Context-Engineering \
    --path skills/context-fundamentals

muratcankoylan/Agent-Skills-for-Context-Engineering is third-party code. Read SKILL.md and any bundled scripts before you install it.

How the author describes it

This skill should be used to explain or reason about the foundational concepts of context engineering: what context is, the anatomy of a context window, how attention mechanics work, the U-shaped attention curve, why context quality matters more than quantity, and the mental models needed to interpret every other context-engineering decision. Use this for conceptual explanation, onboarding, and background reading. Route operational work to the specialized skills: debugging attention failures goes to context-degradation, token-efficiency work goes to context-optimization, conversation summarization goes to context-compression, and project-shape decisions go to project-development.

From the description field of SKILL.md. Agents read this line to decide when to load the skill.

Sections in SKILL.md

Files in the skill folder

Suede Skill Check: 84/100 · B

Report snapshot · · graded-v2

The rubric totals 100 points; published scores are capped at 99. Security scan: not scanned.

Source revision: 9ff0c99108b3. Report version 3e0f9c1a9ccd. Badge URLs follow the latest listing; save the report to keep this version.

Download report · Request a fresh review

What to review next

  • Boundary clause: 0 of 4 points. 4 when the description says when not to use the skill (“Not for …”, “Do not use …”, “Use … instead”).
  • Example request: 0 of 3 points. 3 when the description quotes an example request (3–60 characters in quotation marks).
  • Description length: 3 of 5 points. 5 for 150–600 characters; 3 for 100–900; 1 for 50–1,024.

Add declarations and bundled files when they describe the skill’s actual needs. Update the source, then request a fresh review with the changed commit or PR.

context-fundamentals passes the required frontmatter check and all seven graded checks, which cover the SKILL.md format, a declared license and a commit in the last year. Those checks earn 56 of the score’s points; the rest come from description quality, instruction depth, bundled files, maintenance and curated-list citations. How the score works.

See the checks and points
CheckResult
Frontmatter parses and declares a name and a descriptionPass
Name uses lowercase letters, digits and hyphens, 64 characters or fewerPass
Name matches the skill's folder namePass
Description is between 50 and 1,024 charactersPass
Description says when an agent should use the skillPass
SKILL.md body is 500 lines or fewerPass
A license is declared in the frontmatter or the repositoryPass
Repository has a commit in the last 12 monthsPass
Score componentPoints
Structural checks56 of 56
Description length3 of 5
Boundary clause0 of 4
Example request0 of 3
Instruction depth7 of 7
Reference files3 of 3
Bundled scripts2 of 2
Recent maintenance9 of 9
Curated-list citations4 of 7
Tool permissions declared0 of 2
Compatibility declared0 of 2

Two badges for context-fundamentals

Suede Skill Check: 84/100Suede Skill Check: Grade B

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<a href="https://skills.suedeai.ai/directory/muratcankoylan/agent-skills-for-context-engineering/context-fundamentals/"><img src="https://skills.suedeai.ai/directory/muratcankoylan/agent-skills-for-context-engineering/context-fundamentals/badge.svg" alt="Suede Skill Check: Grade B" width="160" height="175"></a>

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Where this skill is cited

muratcankoylan/Agent-Skills-for-Context-Engineering appears in 3 curated lists: VoltAgent/awesome-agent-skills, heilcheng/awesome-agent-skills, skillmatic-ai/awesome-agent-skills.

All AI agent and LLM engineering skills

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