Sift
Description
Turn noisy command output into a short, actionable first pass for coding agents.
Installation
This entry records only its repository, not the path inside it, so there is no
exact command to give. Open the source below and copy the folder into
~/.claude/skills/, or the file into ~/.claude/agents/.
README
sift
Turn noisy command output into a short, actionable first pass for your coding agent
**Local heuristics first. Group repeated failures into likely root causes and next steps before your agent reads the full log.**
[](https://www.npmjs.com/package/@bilalimamoglu/sift) [](LICENSE) [](https://github.com/bilalimamoglu/sift/actions/workflows/ci.yml) [](https://nodejs.org/)
Get Started
npm install -g @bilalimamoglu/siftBest today on noisy pytest, vitest, jest, `tsc`, ESLint, common build failures, `npm audit`, and `terraform plan` output.
Why Sift?
When an agent hits noisy output, it can eventually make sense of the log wall, but it wastes time and tokens getting there.
`sift` narrows that output locally first. It groups repeated failures, surfaces likely root causes, and points to the next useful step so your agent starts from signal instead of raw noise.
It is not a generic repo summarizer, not a shell telemetry product, and not a benchmark dashboard. It is a local-first triage layer for noisy command output in coding-agent workflows.
Turn 13,000 lines of test output into 2 root causes.
With `sift`, the same run becomes:
- Tests did not pass.
- 3 tests failed. 125 errors occurred.
- Shared blocker: 125 errors share the same root cause - a missing test environment variable.
Anchor: tests/conftest.py
Fix: Set the requiRelated Skills
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