Pre-install eval
designing-data-intensive-applications Eval report.
A machine-readable install decision for agents: task fit, Trust Score, Audit Score, install safety, permission surface, and a concrete validation plan before this skill touches a workspace.
manual review
Require human approval before installing into a real workspace.
Required gates
Checks an agent must pass before install
Task fit
84
Task wording matches this skill metadata.
- Evaluate designing-data-intensive-applications before installing it in an agent workflow
- design-creative
- Design and creative workflows; Claude Code teams; teams that value GitHub adoption signals
Install path
92
Install handoff is available.
- npx skills add ciembor/agent-rules-books --skill designing-data-intensive-applications
Install command safety
92
standard package or runtime install path
- npx skills add ciembor/agent-rules-books --skill designing-data-intensive-applications
Trust score
74
Good trust signals with a few areas worth checking before rollout.
- Strong shortlist
- 2.8K GitHub stars
- MIT
Audit score
81
Needs review
- No critical security risks found; the skill contains static reference material and does not instruct code execution, downloads, secret access, or destructive actions.
Agent safety gate
65
Usable candidate, but the agent should surface permission and audit notes before installation.
- Require human approval before installing into a real workspace.
- No critical security risks found; the skill contains static reference material and does not instruct code execution, downloads, secret access, or destructive actions.
License clarity
86
MIT
- MIT
Permission surface
88
database access
- Network access: medium
- Database access: medium
Validation plan
What the agent should do next
- 1Inspect repository, README/SKILL.md, license, and recent commits before production use.
- 2Install in an isolated workspace or sandbox with no production secrets available.
- 3Run the smallest representative task and record files touched, commands run, network access, and outputs.
- 4Compare the selected skill against at least one alternative when the eval status is review or failed.
- 5Promote only after the agent reports a successful verification result and unresolved warnings are accepted.
Do not use when
Conditions that require another skill
- teams that need a vendor-supported SLA
- production agents without a repository review
- No critical security risks found; the skill contains static reference material and does not instruct code execution, downloads, secret access, or destructive actions.
- SKILL.md is quite thin and mostly points to supporting files; the core workflow, expected output format, and limitations are not fully stated in SKILL.md itself.
- The relationship between the .mini.md, .md, and .nano.md files could be clearer, especially regarding when to escalate from one to another.
- The imperative 'OBEY' framing is unusual and could be mistaken for an injection-style instruction, though the content itself is benign.
Supporting checks
Trust signals behind the decision
README/SKILL.md completeness
warn76
Public metadata needs stronger README/SKILL.md context
Recent maintenance
pass88
2mo since push
Alternatives available
pass82
Alternative skills are available for comparison.