Star200+

Pre-install eval

Simons Quant 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.

Needs reviewMedium riskREVIEW Policy
82
Eval report
80
Trust
86
Audit
74
Agent safety

manual review

Require human approval before installing into a real workspace.

Required gates

Checks an agent must pass before install

Open JSON

Task fit

84

pass

Task wording matches this skill metadata.

  • Evaluate Simons Quant before installing it in an agent workflow
  • Finance
  • Finance and quant workflows; Claude Code teams; teams that value GitHub adoption signals

Install path

92

pass

Install handoff is available.

  • npx -y skills add xuboyuebobb/investorskills --skill simons-quant

Install command safety

92

pass

standard package or runtime install path

  • npx -y skills add xuboyuebobb/investorskills --skill simons-quant

Trust score

80

warn

Good trust signals with a few areas worth checking before rollout.

  • Strong shortlist
  • 811 GitHub stars
  • MIT

Audit score

86

warn

Needs review

  • Financial research output is not financial advice; require human review before any live investment decision

Agent safety gate

74

warn

Usable candidate, but the agent should surface permission and audit notes before installation.

  • Require human approval before installing into a real workspace.
  • Financial research output is not financial advice; require human review before any live investment decision

License clarity

86

pass

MIT

  • MIT

Permission surface

100

pass

no high-risk permission surface in public metadata

  • Network access: medium

Validation plan

What the agent should do next

  1. 1Inspect repository, README/SKILL.md, license, and recent commits before production use.
  2. 2Install in an isolated workspace or sandbox with no production secrets available.
  3. 3Run the smallest representative task and record files touched, commands run, network access, and outputs.
  4. 4Compare the selected skill against at least one alternative when the eval status is review or failed.
  5. 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
  • Quantitative strategy research requires point-in-time data, transaction-cost assumptions, and out-of-sample validation.
  • No OpenAgentSkill engagement data yet
  • Financial research output is not financial advice; require human review before any live investment decision
  • Financial research output is not financial advice; require human review before any live investment decision.

Supporting checks

Trust signals behind the decision

README/SKILL.md completeness

pass

90

Metadata includes enough usage and workflow context

Recent maintenance

pass

100

27d since push

Alternatives available

pass

82

Alternative skills are available for comparison.