Install
$ agentstack add skill-mshadmanrahman-pm-pilot-market-research ✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.
Security review
✓ PassedNo issues found. Passed automated security review. · v0.1.0 How review works →
- ✓ Prompt-injection patterns
- ✓ Secret / credential exfiltration
- ✓ Dangerous shell & filesystem operations
- ✓ Untrusted network calls
- ✓ Known-malicious package signatures
What it can access
- ✓ Network access No
- ✓ Filesystem access No
- ✓ Shell / process execution No
- ✓ Environment & secrets No
- ✓ Dynamic code execution No
From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.
Verified badge
Passed review? Show it. Paste this badge into your README, it links to the public security report.
Reliability & compatibility
Declared compatibility
Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.
We're building live execution health for every listing: tool-call success rate, median latency, uptime, and last-checked timestamps, measured, not self-reported. It isn't live yet, so we don't show numbers we can't stand behind.
How agent discovery & health will work →About
Market Research
Competitive analysis with source attribution.
Trigger
"market research", "competitive analysis", "competitor comparison"
Tools
WebSearch, Exa, WebFetch, any available research MCP tools.
Process
- Scope: Confirm market, competitors, and dimensions to evaluate (pricing, features, positioning, audience).
- Research: Fan out parallel searches:
- Company websites (pricing pages, feature lists, about pages)
- Review sites (G2, Capterra, TrustRadius)
- News and press releases (recent funding, launches, pivots)
- Social proof (case studies, testimonials, community size)
- Synthesize: Compile into structured output.
Output Format
# Market Research: {topic}
## Market Overview
- Market size and growth trajectory
- Key trends shaping the space
- Buyer segments and their priorities
## Competitor Comparison Matrix
| Dimension | Competitor A | Competitor B | Competitor C | Our Position |
|-----------|-------------|-------------|-------------|-------------|
| Pricing | ... | ... | ... | ... |
| Key Features | ... | ... | ... | ... |
| Target Audience | ... | ... | ... | ... |
| Strengths | ... | ... | ... | ... |
| Weaknesses | ... | ... | ... | ... |
## Key Findings
1. {Insight with implication}
2. {Insight with implication}
3. {Insight with implication}
## Opportunities
- {Gap we can exploit}
- {Underserved segment}
## Sources
- [Source title](url) - accessed {date}
- [Source title](url) - accessed {date}
Rules
- Every claim must have a cited source. Tag with
[Source: {url or name}]. - Distinguish facts from inference. Tag speculation with
[Assumption]. - Tag metrics without verification with
[Needs data]. - Prefer primary sources (company sites, SEC filings) over secondary (blog posts, tweets).
- Date all findings; markets shift fast.
- If data is unavailable, say so. Never fabricate.
Source & license
This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.
- Author: mshadmanrahman
- Source: mshadmanrahman/pm-pilot
- License: MIT
- Homepage: https://github.com/mshadmanrahman/pm-pilot#readme
Install and usage instructions live in the source repository linked above.
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Versions
- v0.1.0 Imported from the upstream source.