bulk-reader
Skill1 starsChanged 59 days agoApache-2.0View on GitHub
Delegate bulk file reading to a cheaper Claude model via shuntkit. Use when you need to read files >350 lines, answer questions across 3+ files, or summarize large diffs.
- Reads credentials
1 other project uses a version of this, 1 of them edited.
Adopted by
Most recently taken up by
- SalehB1/shunt-anywhereedited, first seen Sep 9, 2026
Other versions1 project uses a version of this.
Word for word · 0
None found.
Edited · 1
- SalehB1/shunt-anywhere★ 435% same
Wrote their own version · 0
None found.
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repositoryOne other file it gives its agents.
- code-writerSkill
The file
We split this skill into the rules it gives an agent
1 rule. About 0 are common, 1 is distinctive, and 0 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈1
Distinctive · estimate
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 20
Read those directly if you must.
≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
PYTHONPATH="${CLAUDE_PLUGIN_ROOT}/src" python3 -m shuntkit read --question "<question>" --paths <file1> [<file2> ...]Each call is independent. To ask a follow-up, ask again with the same --paths.
The files go to the worker model, never into your context, so re-sending them
costs you nothing here.
The answer is bullets. Backticked quotes that shuntkit could locate exactly
once in the files carry a verified (file:line) suffix; you can rely on those.
Anything without a suffix is unverified: confirm with a targeted Read
(offset/limit) before editing.
shuntkit refuses files that look like secrets (.env, keys, credentials).
Read those directly if you must.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
Reviews can't be read right now.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.