research-prospect
Skill2 starsChanged 4 months agoMITView on GitHub
Quickly researches a company before outreach and suggests who to target. Triggered by "tìm hiểu công ty [tên]", "công ty này thế nào", "có nên tiếp cận không", "ai là người quyết định ở [công ty]", "research [company]", "who should I contact at".
2 other projects use a version of this.
Adopted by
Most recently taken up by
- aberson/skill-meshtheir own version, first seen Oct 24, 2026
- Othmane-Khadri/YALC-the-GTM-operating-systemtheir own version, first seen May 18, 2026
Other versions2 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 2
- Othmane-Khadri/YALC-the-GTM-operating-system★ 298same name
- aberson/skill-mesh★ 2same name
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository9 other files it gives its agents.
- crm-noteSkill
- draft-outreach-emailSkill
- draft-proposalSkill
- getting-startedSkill
- run-pipelineSkill
- setup-product-contextSkill
- suggest-next-stepSkill
- update-deal-feedbackSkill
- weekly-summarySkill
The file
We split this skill into the rules it gives an agent
3 rules. About 0 are common, 2 are distinctive, and 1 is very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈2
Distinctive · estimate
This author's own choices. Worth a look.
1
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Very specific: line 11
Use when the user only needs to know about a company.
- Distinctive: line 46
Add a "what's missing" section of at most 2 lines, only when it genuinely matters.
- Distinctive: line 58
If the user has nothing more → write the neutral persona version.
≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Research a prospect
Use when the user only needs to know about a company. Email or proposal too → run-pipeline.
Method: ${CLAUDE_PLUGIN_ROOT}/playbooks/research.md.
Goal
A short brief that helps the user decide how to approach them — not a report.
100–220 words. Thin data means an even shorter brief, not a longer one padded with guesses.
Source order
- What the user just said.
- An existing deal file in
<DATA>/deals/. - Website or tax code the user provided.
- Public search — only if a tool exists.
- Industry patterns, always labelled as guesses.
Vietnamese SME, or the user gave a tax code → check
references/vietnam-business-sources.md before concluding there is no data.
Output
### Kết quả
[2–3 sentences: what they do, rough size, whether they look like a fit]
### Góc tiếp cận
- [Problem they may have — say if it is a guess]
- [Who to target: title or persona]
### Việc tiếp theo
- [One concrete action]Add a "what's missing" section of at most 2 lines, only when it genuinely matters. Headings follow the user's language.
When nothing can be found
Very common. Ask one question, then write:
Mình chưa rõ ABC làm ngành gì. Nên nhắm chủ doanh nghiệp, người vận hành, hay kế toán?
Chưa rõ thì mình viết bản trung tính cho chủ doanh nghiệp.If the user has nothing more → write the neutral persona version. Do not stall, do not over-apologise.
Never
- Invent names, titles, headcount, revenue, funding, or the tools they use.
- Say "this company doesn't have X" when the truth is "X could not be looked up".
- Promote a search snippet into a verified fact.
References
Load at most one:
references/icp-profiles.md— assessing fitreferences/pain-signal-patterns.md— finding an anglereferences/vietnam-business-sources.md— Vietnamese SME, thin data
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
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People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

