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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

IndexedMIT★ 711
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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

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About

Offload large / multi-file reads to a cheap worker model so raw files never enter Claude's context (token savings)

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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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Last commit (this folder)
Sep 8, 2026 (1 month ago)

From GitHub (fetched Oct 24, 2026).

Details

License
MIT
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

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Cite this page

context-shunt skill. Agent Mart. https://agentmart.dev/skills/alinaqi-context-shunt (last updated 2026-10-24)