kol-discovery Eval
==================

Status: review
Score: 70/100
Risk: medium
Decision: manual_review
Policy: review
Reason: Require human approval before installing into a real workspace.

Install:
npx skills add sandbaseai/sandbase-skills --skill kol-discovery

Required checks:
- PASS Task fit: Task wording matches this skill metadata.
- PASS Install path: Install handoff is available.
- PASS Install command safety: standard package or runtime install path
- WARN Trust score: Potentially useful, but at least one trust signal needs human inspection.
- WARN Audit score: Needs review
- WARN Agent safety gate: Usable candidate, but the agent should surface permission and audit notes before installation.
- PASS License clarity: Apache-2.0
- WARN Permission surface: network or browser access, database access

Warnings:
- Trust score: Potentially useful, but at least one trust signal needs human inspection.
- Audit score: Needs review
- Agent safety gate: Usable candidate, but the agent should surface permission and audit notes before installation.
- Permission surface: network or browser access, database access
- Financial research output is not financial advice; require human review before any live investment decision
- No setup or configuration details are provided for SandBase, such as environment variables, endpoint, or authentication requirements.
- No error-handling or rate-limit guidance is included for SandBase or the underlying platform APIs.
- The engagement-rate formula is oversimplified and may not be accurate across platforms because it ignores views, shares, saves, and non-follower reach.
- The expected output format is described only loosely; a consistent template or example table would improve reproducibility.
- Financial research output is not financial advice; require human review before any live investment decision.
- Quality score needs review
- GitHub adoption: 68 GitHub stars

Validation plan:
1. Inspect repository, README/SKILL.md, license, and recent commits before production use.
2. Install in an isolated workspace or sandbox with no production secrets available.
3. Run the smallest representative task and record files touched, commands run, network access, and outputs.
4. Compare the selected skill against at least one alternative when the eval status is review or failed.
5. Promote only after the agent reports a successful verification result and unresolved warnings are accepted.

Do not use when:
- teams that need a vendor-supported SLA
- production agents without a repository review
- No setup or configuration details are provided for SandBase, such as environment variables, endpoint, or authentication requirements.
- No OpenAgentSkill engagement data yet
- Financial research output is not financial advice; require human review before any live investment decision
- No error-handling or rate-limit guidance is included for SandBase or the underlying platform APIs.
- The engagement-rate formula is oversimplified and may not be accurate across platforms because it ignores views, shares, saves, and non-follower reach.
- The expected output format is described only loosely; a consistent template or example table would improve reproducibility.

URLs:
- Skill: https://www.openagentskill.com/skills/sandbaseai-kol-discovery
- Audit: https://www.openagentskill.com/skills/sandbaseai-kol-discovery/audit
- JSON: https://www.openagentskill.com/api/agent/evals?slug=sandbaseai-kol-discovery