context-shunt
Skill708 starsChanged 5 months agoMITView on GitHub
Offload large / multi-file reads to a cheap worker model so raw files never enter Claude's context (token savings)
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- alinaqi/maggyword for word, first seen Jun 12, 2026
Other versions1 project uses a version of this.
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The file
Files
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
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/offmaster switch for the PreToolUse hook.SHUNT_MIN_LINES— large-read threshold (default 350).SHUNT_MODE—suggest(default) /block/offfor the hook's large-read action.SHUNT_GRAPH_NUDGE—on/offonce-per-session graph nudge.SHUNT_MODEL— worker command (defaultdeepseek --flash; alsogemini-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.
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