aip-user-stories
aip-user-stories is a Requirements & PRDs skill for AI agents, published by apache in the airflow repository on GitHub. Skillspace rates aip-user-stories C (72/100) and the safety scan flagged it for review; a judge model has also reviewed it.
Flagged for review. Read the source before running it.
Generate verified recipe playbooks from AIPs with PR implementations (post mode), or speculative user stories from AIPs without implementations (pre mode). Use when the user provides an AIP URL or AIP content, optionally with PR URLs and file paths.
- Grade
- C
- Quality
- 72 / 100
- Safety
- Needs review
- GitHub stars
- 46,130
Placed #3 of 6 in the judged category final for Requirements & PRDs.
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.
Our review
- Architecture
- 93 / 100
- Maturity
- Packaged: licensed, with a version or references
- Security scan
- Medium-risk patterns
- License
- Apache-2.0
- Adoption
- Adopted by 2 other repositories, in 0 collections
- Scope
- Repo-internal: written for the repository it lives in. Built around Airflow's own AIP proposal process and PRs
Judge review
Placed #3 of 6 in the judged category final for Requirements & PRDs.
- Trigger
78 78 - Instructions
90 90 - Specificity
92 92 - Safety
90 90 - Disclosure
72 72 - Maintenance
68 68
Well-phased, license-tagged playbook generator with a clear verified/adapted/unverified code-tiering system for a narrow Airflow niche.
What the scanner flagged
- suspicious outbound endpoint
- over-broad allowed-tools ('*')
Not checked yet
- No blind task eval yet
- Sibling files (scripts, references) not fetched; security scan covers SKILL.md only
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