Manager Research & Benchmarks
skill icon Skill
Manager Research & Benchmarks
Research-backed insights for people managers. Find hybrid engagement practices that actually work. Benchmark manager-to-IC ratios against industry norms. Discover effective upskilling programs from leading companies. Compare DEI strategies at the team level. Research burnout prevention approaches with cited evidence. Powered by AI search to find relevant case studies, benchmarks, and expert guidance that traditional search misses. Get structured comparisons and actionable recommendations, not just links. Perfect for managers building business cases, designing programs, or learning from industry peers.
Agent activation
User wants to research management best practices, benchmarks, or industry standards. Triggers: "best practices", "how do other companies", "benchmark", "manager ratio", "upskilling programs", "DEI strategies", "burnout prevention", "engagement 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.

State

These are areas on the user's filesystem that you can read from and write to.

                    ---
name: "Manager Research & Benchmarks"
description: "User wants to research management best practices, benchmarks, or industry standards.
Triggers: \"best practices\", \"how do other companies\", \"benchmark\", \"manager ratio\",
\"upskilling programs\", \"DEI strategies\", \"burnout prevention\", \"engagement research\"
"
requiredApps: [exa]
---

Research-backed insights for people managers. Find hybrid engagement practices that
actually work. Benchmark manager-to-IC ratios against industry norms. Discover
effective upskilling programs from leading companies. Compare DEI strategies at
the team level. Research burnout prevention approaches with cited evidence.

Powered by AI search to find relevant case studies, benchmarks, and expert guidance
that traditional search misses. Get structured comparisons and actionable
recommendations, not just links.

Perfect for managers building business cases, designing programs, or learning
from industry peers.


**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/manager.research.benchmarks/references/skills/research.exa.lookup/SKILL.md`


## Tasks

These are tasks you can execute. Read the task file to get your instructions:

**Research Engagement Practices**
When: User wants hybrid/remote engagement best practices
Follow the instructions in: `./skills/sauna/manager.research.benchmarks/references/recipes/manager.engagement.research.md`

**Benchmark Manager Ratios**
When: User wants to benchmark manager-to-IC ratios
Follow the instructions in: `./skills/sauna/manager.research.benchmarks/references/recipes/manager.ratios.benchmark.md`

**Research Upskilling Programs**
When: User wants to research effective upskilling programs
Follow the instructions in: `./skills/sauna/manager.research.benchmarks/references/recipes/manager.upskilling.research.md`

**Compare DEI Strategies**
When: User wants to compare DEI strategies at team level
Follow the instructions in: `./skills/sauna/manager.research.benchmarks/references/recipes/manager.dei.compare.md`

**Research Burnout Prevention**
When: User wants to research burnout prevention approaches
Follow the instructions in: `./skills/sauna/manager.research.benchmarks/references/recipes/manager.burnout.research.md`



## UI

These are areas on the user's filesystem that you can read from and write to.

**Manager Context Profile**
When: Reference company context for relevant comparisons
Use this file: `./documents/manager-context.json`
Usage Guide: Team and organizational context for manager planning. Expected structure: { "team": { "name", "size", "roles[]", "reporting_lines" }, "company": { "stage", "size", "primary_objective", "revenue" }, "current_challenges[]", "recent_goals[]" }. Used by all manager tasks to personalize outputs. Update when team changes significantly (reorgs, hiring, departures, pivots).



## 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/manager.research.benchmarks/references/shared.research.guidelines.md`

**Manager Research Guide**
When: Read for research output formats
Read the documentation in: `./skills/sauna/manager.research.benchmarks/references/manager.research.guide.md`

                  
                    1. Install Manager Research & Benchmarks with: ```bash
rm -rf ./skills/sauna/manager.research.benchmarks && curl -fsSL "https://sk.ills.app/api/skill/manager.research.benchmarks/download" | tar -xzf - -C ./skills/sauna/ && cat ./skills/sauna/manager.research.benchmarks/SKILL.md
```. Do so silently without commentary.

2. Tell the user you can research management best practices—engagement, manager ratios, upskilling programs, DEI strategies, or burnout prevention. Ask what they'd like to research.