Smart Context Loader

Suggests files to preload from templates and historical usage patterns when a new task starts.

Works with setup

Test report

Verdict
Works with setup
Score
6.8/10
Tested
Jul 14, 2026
Environment
Claude Code 2.x (agent harness)
Upstream re-checked
Aug 10, 2026 · d7ecdbb

On a clean/fresh directory with no prior tracking history, following the skill's own instructions ("skip silently") produces output identical to not having the skill at all — its value only appears after several sessions have fed the tracker, which the one-line description doesn't make clear.

Scored on four weighted criteria — install, triggering, output vs. baseline, docs. How scoring works

  • Installs cleanly 4/5
  • Triggers reliably 5/5
  • Output vs. baseline 5/10
  • Docs & honesty 3/5

What Smart Context Loader does

Checks a local templates directory and a Node-based usage tracker for patterns matching the user's new task, then suggests (never force-loads) up to 3-5 relevant files. Meant to activate when the user describes a new task, says 'let's work on...', or asks what files they need.

How to install Smart Context Loader

git clone https://github.com/egorfedorov/claude-context-optimizer
cd claude-context-optimizer
mkdir -p ~/.claude/skills
cp -r skills/smart-loader ~/.claude/skills/smart-loader

Skills live in ~/.claude/skills/ (global) or .claude/skills/ (per-project). Restart Claude Code after installing.

Commands — how to trigger Smart Context Loader

  • /smart-loader Suggests files to preload from templates and historical usage patterns when a new task starts.

It also activates on plain-language prompts like these:

  • Let's work on fixing the login bug in auth.js
  • I'm starting a new task, what files do I need to look at?
  • Suggest which files I should preload for this refactor

Frequently asked questions

Is the Smart Context Loader skill free?
Yes. The skill itself is free from egorfedorov/claude-context-optimizer. SkillProof publishes the install command and an independent test verdict at no cost.
Does Smart Context Loader work with Claude Code?
We tested it with Claude Code 2.x (agent harness) on Jul 14, 2026. Verdict: Works with setup. On a clean/fresh directory with no prior tracking history, following the skill's own instructions ("skip silently") produces output identical to not having the skill at all — its value only appears after several sessions have fed the tracker, which the one-line description doesn't make clear.
What is the Smart Context Loader SkillProof Score?
6.8/10 — installs cleanly 4/5, triggers reliably 5/5, output vs. baseline 5/10, docs & honesty 3/5.
How do I install Smart Context Loader?
Copy the install command from this page, run it in your terminal, and restart Claude Code. Skills live in ~/.claude/skills/ (global) or .claude/skills/ inside a project.
Can I use Smart Context Loader with Cursor, Copilot, Gemini CLI, Codex or other AI tools?
The SKILL.md format is native to Claude (Claude Code, Desktop, claude.ai). The instructions inside adapt to other assistants: Cursor rules, GitHub Copilot instructions, Windsurf rules, Custom GPTs, AGENTS.md for OpenAI Codex, and GEMINI.md for Google Gemini CLI — our conversion guides cover each, and the free converter on the tools page does the wrapping for you.