context-shunt
Offload large / multi-file reads to a cheap worker model so raw files never enter Claude's context (token savings)
Skill by alinaqi
Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/alinaqi-context-shunt
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
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About
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What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.
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Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/context-shunt
What's inside
- Skill name
context-shunt- Description
- Offload large / multi-file reads to a cheap worker model so raw files never enter Claude's context (token savings)
- License
- MIT
- Instructions
- 44 lines in SKILL.md · view on GitHub
Agent Skills spec issues
- files: referenced but missing: templates/shunt.conf
Files (1)
- SKILL.md
SKILL.md (first lines)
# Context Shunt — Read Cheap, Keep Context Small Reading big files into context is the most expensive thing an agent does for the least reasoning value. The shunt hands those reads to a cheap worker model (`bulk-read`) that answers a question about the files and returns a compact summary. The raw bytes never enter this session's context. This is orthogonal to whole-turn routing (srooter / `route-task`): those pick the model for the *turn*; the shunt trims what a *tool call* pulls into context when the turn is legitimately here. ## Decision: read raw, shunt, or graph? - **Editing this exact file** — read it raw. You need every line; never edit against a summary. - **A fact/answer across large or many files** — `bulk-read "<question>" file...`. - **A code symbol (function/class/route)** — `get_code_snippet(qualified_name)`: free and exact. - **Small file (under threshold) you need in full** — read it raw. A shunt answer is for understanding, not for producing a diff. ## Usage ```bash bulk-read "how does token refresh work?" src/auth/session.ts src/auth/refresh.ts bulk-read "which config keys are read at startup?" $(git ls-files 'config/*.yaml') ``` `bulk-read` prints structured bullets citing `path:line`, or `NOT FOUND IN PROVIDED FILES`. A token-savings report goes to stderr. ## Configuration Env vars or `~/.claude/shunt.conf` (see `templates/shunt.conf`): - `SHUNT` — `on`/`off` master switch for the PreToolUse hook. - `SHUNT_MIN_LINES` — large-read threshold (default 350). - `SHUNT_MODE` — `suggest` (default) / `block` / `off` for the hook's large-read action. - `SHUNT_GRAPH_NUDGE` — `on`/`off` once-per-session graph nudge. - `SHUNT_MODEL` — worker command (default `deepseek --flash`; also `gemini-api --flash-lite`, `qwen3`, `glm`). The `context-shunt-gate` PreToolUse hook enforces the thresholds; this skill tells you when to reach for `bulk-read` yourself.
From alinaqi/maggy, MIT.
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Signals
- Stars
- 711
- Forks
- 61
- Open issues
- 0
- Last commit (this folder)
- Sep 8, 2026 (1 month ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- MIT
- Repository
- github.com/alinaqi/maggy
- Website
- www.srooter.ai/maggy
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
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Cite this page
context-shunt skill. Agent Mart. https://agentmart.dev/skills/alinaqi-context-shunt (last updated 2026-10-24)