pipeline-input-review
CommunityFind the real stage break before patching output
Software Engineering#input validation#root cause analysis#verification#image processing#pipeline debugging#agent harness#stage isolation
Authorthistleknot
Version1.0.0
Installs0
System Documentation
What problem does it solve?
It prevents “laundering errors” in multi-stage pipelines by forcing an agent to pinpoint the earliest stage where inputs become wrong, then verify the failing stage with materialized inputs before attempting any fix.
Core Features & Use Cases
- Pipeline partitioning before harness dispatch: isolates the smallest coherent failing unit so the harness can fix only the root stage.
- Boundary input verification: materializes the exact inputs that enter the failing stage (files, visuals, and parsed structures) to avoid guessing.
- Hyper-focused problem statements: translates the symptom into a strict, single-stage fix request with explicit constraints.
Quick Start
Use pipeline-input-review when a harness produces wrong, blurry, or misaligned output and you suspect the root cause is an upstream input or stage-boundary parsing issue.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: pipeline-input-review Download link: https://github.com/thistleknot/skills/archive/main.zip#pipeline-input-review Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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