write-pipeline

write-pipeline is a Codebase mapping & onboarding skill for AI agents, published by Mexregkan in the claude-for-researchers repository on GitHub. Skillspace rates write-pipeline C (72/100) and the safety scan flagged it for review; the rating is based on static analysis only.

Write (or refresh) a Pipeline/ .md that documents the calculation-and-code pipeline of ANY large code in the project — a notebook (.wb/.nb/.ipynb), an engine, or a script. Use when a load-bearing code has no pipeline doc yet, when a new main code is added, or when the user asks to "write the pipeline" for a file. Produces the standard Purpose / data-flow diagram / key-symbols table / gotchas / inputs-outputs format used across Pipeline/, cross-referenced to the project's authoritative notes (workbook.tex).

Grade
C
Quality
72 / 100
Safety
Needs review
GitHub stars
44

Unproven: rated by static analysis only, not yet compared head-to-head.

Our two independent classifiers differ on this skill's category, so treat the placement as provisional.

This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.

View source on GitHubMexregkan/claude-for-researchers

Our review

Architecture
99 / 100
Maturity
Structured: ships references or scripts
Security scan
Medium-risk patterns
License
MIT
Adoption
Adopted by 0 other repositories, in 0 collections

What the scanner flagged

  • hidden/zero-width/bidi unicode chars

Not checked yet

  • Not judged on the rubric yet (not a contender in its category)
  • No blind task eval yet
  • Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
  • Sibling files (scripts, references) not fetched; security scan covers SKILL.md only

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