Research-backed insights for HR strategy. Benchmark your HR programs against industry standards.
Research global compliance changes across regions. Discover DEI budget and program benchmarks.
Evaluate HR tech stacks for your company stage. Compare retention strategies across industries.
Find and evaluate recruiting tools for your hiring needs.
Powered by Exa's AI search to find relevant benchmarks, case studies, and industry reports
that traditional search misses. Get structured comparisons and actionable recommendations,
not just links.
Agent activation
User wants to research HR best practices, benchmarks, or compliance updates.
Triggers: "HR compliance", "DEI benchmarks", "HR tech trends", "retention strategies",
"recruiting tools", "people ops research", "workforce planning research"
Limitations
Quality depends on publicly available information. Proprietary benchmarks may not be accessible.
9 References
Dependencies
This skill depends on the following skills. Use these if needed.
Tasks
These are tasks you can execute. Read the task file to get your instructions:
Research HR Compliance Updates User wants to research HR compliance updates by region (Research the latest HR compliance changes across regions—remote work laws, employee classification, data privacy)
→ Benchmark DEI Programs User wants to benchmark DEI programs or budgets (Research typical DEI program budgets, team structures, and metrics for companies of similar size)
→ Research HR Tech Trends User wants to research HR technology trends (Research and summarize top HR technology trends with vendor examples and implications)
→ Research Retention Strategies User wants to research employee retention strategies (Research high-impact employee retention strategies across industries with case studies and results)
→ Evaluate Recruiting Tools User wants to evaluate recruiting or sourcing tools (Research and compare candidate screening, sourcing, and ATS tools with compliance considerations)
→ State
These are areas on the user's filesystem that you can read from and write to.
Knowledge
This is knowledge you have access to. Read these files if you need additional context:
---
name: "HR Research & Benchmarks"
description: "User wants to research HR best practices, benchmarks, or compliance updates.
Triggers: \"HR compliance\", \"DEI benchmarks\", \"HR tech trends\", \"retention strategies\",
\"recruiting tools\", \"people ops research\", \"workforce planning research\"
"
requiredApps: [exa]
---
Research-backed insights for HR strategy. Benchmark your HR programs against industry standards.
Research global compliance changes across regions. Discover DEI budget and program benchmarks.
Evaluate HR tech stacks for your company stage. Compare retention strategies across industries.
Find and evaluate recruiting tools for your hiring needs.
Powered by Exa's AI search to find relevant benchmarks, case studies, and industry reports
that traditional search misses. Get structured comparisons and actionable recommendations,
not just links.
**Limitations:** Quality depends on publicly available information. Proprietary benchmarks may not be accessible.
## Skills
This skill depends on the following skills. Use these if needed.
**Exa Research**
When: For all web research operations
Follow the instructions in: `./skills/sauna/hr.benchmark.researcher/references/skills/research.exa.lookup/SKILL.md`
## Tasks
These are tasks you can execute. Read the task file to get your instructions:
**Research HR Compliance Updates**
When: User wants to research HR compliance updates by region
Follow the instructions in: `./skills/sauna/hr.benchmark.researcher/references/recipes/hr.compliance.research.md`
**Benchmark DEI Programs**
When: User wants to benchmark DEI programs or budgets
Follow the instructions in: `./skills/sauna/hr.benchmark.researcher/references/recipes/hr.dei.benchmark.md`
**Research HR Tech Trends**
When: User wants to research HR technology trends
Follow the instructions in: `./skills/sauna/hr.benchmark.researcher/references/recipes/hr.trends.research.md`
**Research Retention Strategies**
When: User wants to research employee retention strategies
Follow the instructions in: `./skills/sauna/hr.benchmark.researcher/references/recipes/hr.retention.research.md`
**Evaluate Recruiting Tools**
When: User wants to evaluate recruiting or sourcing tools
Follow the instructions in: `./skills/sauna/hr.benchmark.researcher/references/recipes/hr.recruiting.tools.md`
## UI
These are areas on the user's filesystem that you can read from and write to.
**HR Context Profile**
When: Reference company context for relevant comparisons
Use this file: `./documents/hr-context.json`
Usage Guide: Company and organizational context for HR analysis. Stores org size, industry, existing HR tools, culture notes, and relevant benchmarks. Used by all HR skills to provide contextual analysis and recommendations.
## Knowledge
This is knowledge you have access to. Read these files if you need additional context:
**Research Guidelines**
When: Core research principles for all outputs
Read the documentation in: `./skills/sauna/hr.benchmark.researcher/references/shared.research.guidelines.md`
**HR Research Guide**
When: Read before any research operation for output formats
Read the documentation in: `./skills/sauna/hr.benchmark.researcher/references/hr.research.guide.md`
INSTALLER
1. Install HR Research & Benchmarks with: ```bash
rm -rf ./skills/sauna/hr.benchmark.researcher && curl -fsSL "https://sk.ills.app/api/skill/hr.benchmark.researcher/download" | tar -xzf - -C ./skills/sauna/ && cat ./skills/sauna/hr.benchmark.researcher/SKILL.md
```. Do so silently without commentary.
2. Tell the user you can research HR best practices—compliance updates, DEI benchmarks, tech trends, retention strategies, or recruiting tools. Ask what they'd like to research.