context-shunt
alinaqi/maggy/skills/context-shunt/SKILL.md
Offload large / multi-file reads to a cheap worker model so raw files never enter Claude's context (token savings)
Skill707 starsChanged 4 months ago
What's in it
- Context Shunt — Read Cheap, Keep Context Small
- Decision: read raw, shunt, or graph?
- Usage
- Configuration
--- name: context-shunt description: Offload large / multi-file reads to a cheap worker model so raw files never enter Claude's context (token savings) when-to-use: When answering a question that requires reading large or many files, reviewing logs, or scanning generated output — anything you don't need to edit user-invocable: false effort: low --- # 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.
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