prospect
Skill2 starsChanged 53 days agoMITView on GitHub
Finds N new companies matching the ideal customer profile, each verified on its own website and recorded with sources through tools/leads.mjs, then scored. Use when the human types "prospect" or "prospect <n>".
8 other projects use a version of this.
Adopted by
Most recently taken up by
- cismontane-harris2642/signal-prospecting-kittheir own version, first seen Nov 1, 2026
- julienamorgan/signal-prospecting-kittheir own version, first seen Oct 25, 2026
- johnisanerd/alphaosint-prospectortheir own version, first seen Oct 20, 2026
- anthropics/knowledge-work-pluginstheir own version, first seen Oct 13, 2026
- IamK77/Skilltheir own version, first seen Oct 12, 2026
- edu6565/claude-skillstheir own version, first seen Oct 11, 2026
Other versions8 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 8
- anthropics/knowledge-work-plugins★ 35ksame name
- apolloio/apollo-mcp-plugin★ 25same name
- julienamorgan/signal-prospecting-kit★ 16same name
- IamK77/Skill★ 2same name
- gillesmag/skills★ 1same name
- cismontane-harris2642/signal-prospecting-kit★ 0same name
- edu6565/claude-skills★ 0same name
- johnisanerd/alphaosint-prospector★ 0same 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 repository27 other files it gives its agents.
- AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- artifactSkill
- draft-outreachSkill
- follow-upsSkill
- knowledgeSkill
- meeting-briefSkill
- one-pagerSkill
- proposalSkill
- qualifySkill
- quote-invoiceSkill
- repliesSkill
- setupSkill
- sprintSkill
- artifactSkill
- draft-outreachSkill
- follow-upsSkill
- knowledgeSkill
- meeting-briefSkill
- one-pagerSkill
- proposalSkill
- prospectSkill
- qualifySkill
- quote-invoiceSkill
- repliesSkill
- setupSkill
- sprintSkill
The file
We split this skill into the rules it gives an agent
3 rules. 0 are common, 0 are distinctive, and 3 are very specific to this project.
0
Common
Most of the 8 edited versions we read keep these.
0
Distinctive
This author's own choices. Worth a look.
3
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Very specific: line 11
Check workspace/prospecting/icp.md exists and is filled.
- Very specific: line 15
Search (web search, and node tools/registry-fr.mjs for France).
- Very specific: line 19
Add leads in batches: write a JSON array to workspace/tmp/batch.json, then node tools/leads.mjs add --as researcher --file …
“Common” is measured: kept by at least 6 in 10 of the 8 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Prospect
Input: a number N (default 10) and optionally a segment. Role: researcher (delegate to the
researcher subagent if your tool has one, otherwise follow roles/researcher.md yourself).
- Check
workspace/prospecting/icp.mdexists and is filled. If not, run the setup skill first. node tools/board.mjs add "Prospect <N>: <segment>" --role researcherthen move it to doing.- Budget: about 3 searches per lead found, and stop at N. Tell the human if the segment is too narrow instead of lowering the bar.
- Search (web search, and
node tools/registry-fr.mjsfor France). Collect candidates, remove those already innode tools/leads.mjs list. - For each candidate: confirm on its own website. Write
workspace/prospecting/accounts/<id>.mdfromtemplates/docs/account.md(id = the slug of the company name, as tools/leads.mjs creates it). - Add leads in batches: write a JSON array to
workspace/tmp/batch.json, thennode tools/leads.mjs add --as researcher --file workspace/tmp/batch.json. Fix and retry rejected ones. node tools/score.mjs --as researcher.- Move the card to done, handoff to sales with the count of hot and warm leads, log the end.
- Report to the human in 5 lines max and point to the Pipeline tab of the live page.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
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.

