Ready to supercharge your AI agents?

Install any skill in seconds. Free to start, no credit card required.

Get Started Free →

Company Research · getcrew44 | DecimalAI

researchby getcrew44

Company Research

getcrew44/company-research

Source getcrew44/crew44 ↗License MIT

Create a company research brief with executive quotes, product strategy, and org context.

SkillScore23Maintained

Automatic

Research pack

Last verified 8/24/2026

What it changes

Passed 5 of 22 test cases with the skill, and 4 of 22 without it.

Without skill18%

With skill23%

Checks it passed that the model alone missed

The final takeaways section contains explicit questions for further research.
Executive quotes include explicit source links or context accompanied by specific dates.
The key takeaways section documents objective strategic principles and lessons rather than personal opinions on strategic success.

2 fixed3 passed either way16 still failing1 broke

Pass-rate lift: +5 pp
Tokens: +104%
Agent turns: 0%
Response time: +12%

Model gemini-3.6-flashMeasured 8/24/2026v15 of 22 cases passed with skill

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/getcrew44-company-research/SKILL.md https://app.decimal.ai/s/getcrew44-company-research/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add getcrew44-company-research, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/getcrew44-company-research/ and pins it in .decimal/skills.lock

decimalai skills add getcrew44-company-research

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/getcrew44-company-research/SKILL.md https://app.decimal.ai/s/getcrew44-company-research/SKILL.md

Raw file: /s/getcrew44-company-research/SKILL.md ↗ · machine-readable summary at /s/getcrew44-company-research.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 2 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 2

Prompt

We are conducting competitive intelligence on Datadog to evaluate partnership opportunities and benchmark our product practices. Can you create an executive insight report detailing their organizational background, direct quotes from C-level and product executives regarding strategic vision, detailed product strategy insights, digital and agile transformation initiatives, product-led growth methodologies, cross-functional PM collaboration dynamics, and identified key strategic takeaways?

What was checked, without and with the skill
Checked	Without skill	With skill
Executive quotes include explicit source links or context accompanied by specific dates.	Missed	Passed
The report includes a section covering agile transformation practices.	Passed	Passed
The final takeaways section contains explicit questions for further research.	Missed	Passed

case-02 · gemini-3.6-flash · 8/24/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md376 linessingle file

Purpose

Create a comprehensive company profile that extracts executive insights, product strategy, transformation initiatives, and organizational dynamics from publicly available sources. Use this to understand competitive landscape, evaluate partnership opportunities, benchmark best practices, prepare for interviews, or inform market entry decisions by understanding how successful companies think about product management and strategy.

This is not surface-level research—it's strategic intelligence gathering focused on product management perspectives and executive vision.

Key Concepts

The Executive Insights Framework

This framework synthesizes company intelligence across multiple dimensions:

Core Components:

Company Overview: Basic info, history, industry context
Executive Quotes: Strategic vision from CEO, COO, VP Product, Group PM
Product Insights: Strategy, recent launches, innovation focus
Transformation Strategies: Digital, AI, Agile transformations
Organizational Impact: How PM influences strategy, cross-functional collaboration
Future Roadmap: Upcoming initiatives and anticipated challenges
Product-Led Growth (PLG): PLG strategies, data-driven decisions

Why This Works

Executive perspective: Captures leadership thinking, not just marketing copy
Product-centric: Focuses on PM-relevant insights (strategy, process, culture)
Multi-source: Synthesizes interviews, earnings calls, blog posts, case studies
Strategic intelligence: Informs competitive positioning, partnership evaluation, or interview prep

Anti-Patterns (What This Is NOT)

Not financial analysis: Focus is product strategy, not valuation or stock performance
Not SWOT analysis: This documents their perspective, not strengths/weaknesses assessment
Not surface scraping: Go deeper than "About Us" pages—find executive interviews, product blogs, earnings transcripts

When to Use This

Competitive analysis (understanding how competitors approach PM)
Partnership evaluation (assessing cultural fit and strategic direction)
Interview preparation (understanding company culture, product philosophy)
Benchmarking best practices (learning from successful companies)
Market entry decisions (understanding how incumbents operate)

When NOT to Use This

For internal analysis (this is external research)
When primary sources are unavailable (executives haven't spoken publicly)

Track record

Benchmark

5 / 22

test cases passed, vs 4 / 22 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/3/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

getcrew44 / crew44

daemon/internal/presets/defaultcrew/skills/product/company-research/SKILL.md

View on GitHub ↗

License MITImported 8/3/2026Version v1

Other skills for the same job

Published skills whose descriptions closely match this one, with their headline benchmark lift.

deanpeters/company-researchCreate a company research brief with executive quotes, product strategy, and org context. Use when preparing for interviews, competitive analysis, partnerships, or market-entry work.Close match+23 pp pass-rate lift

More skills from the same source and nearby in the registry, with their headline benchmark lift.