Smart Context Loader
Suggests files to preload from templates and historical usage patterns when a new task starts.
Test report
- Verdict
- Works with setup
- Score
- 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-loaderSuggests 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.