Individual skill
telegram-harvest
Programmatic, no-LLM Telegram channel harvest: tgspyder scrape -> offline language detection + translation (Argos) -> rule-based field extraction -> XLSX with clue columns, plus listings.jsonl and a capture batch for EV evidence. Built for marketplace / account-sale / fraud-vendor channels. Use when: "harvest these telegram channels", "scrape telegram listings into a spreadsheet", "telegram marketplace sweep", "account procurement sheet". NOT for: private groups the case has no lawful access to, or identifying a person behind a channel (clues only; attribution needs T1/T2 crosslinks).
skills/telegram-harvest/SKILL.md
Source commit f38c4df19c0c0b3b9fcc1f8529801db153f795fa
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- Last checked
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- Repository stars (not skill ratings)
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- Repository last updated
- Nov 2, 2026
- License
- MIT
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- ach Repository topic
- agent-skills Repository topic
- case-management Repository topic
- claude-code Repository topic
- dfir Repository topic
- digital-forensics Repository topic
- due-diligence Repository topic
- evidence-capture Repository topic
- investigation Repository topic
- ioc Repository topic
- operations Derived category
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NOTICE.mddoc · 962 bytesSKILL.mdcore · 3,896 bytesSKILL.mdcore · 3,896 bytesSKILL.mdcore · 3,896 bytesSKILL.mdcore · 3,896 bytesSKILL.mdcore · 3,896 bytesSKILL.mdcore · 3,896 bytesconfig/channels.example.txtdoc · 193 bytesconfig/countries.jsonasset · 1,243 bytesconfig/keywords.jsonasset · 1,853 bytesrequirements.txtdoc · 254 bytesscripts/build_sheet.pyruns · 5,275 bytesscripts/extract.pyruns · 6,189 bytesscripts/geo_clues.pyruns · 3,904 bytesscripts/harvest.pyruns · 9,953 bytesscripts/install_models.pyruns · 1,046 bytesscripts/lang_translate.pyruns · 2,460 bytesscripts/scrape.pyruns · 2,507 bytessetup.shruns · 1,371 bytes
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# telegram-harvest
Port of the founder's `assafkip/account-procurement-tools` pipeline (see `NOTICE.md`).
Deterministic: keyword dictionaries + regexes, no LLM, no external API at run time.
```
channels.txt -> tgspyder (scrape + invite links) -> lingua detect -> Argos translate (offline)
-> extract.py rules (type, price, PIN, verified, qty, handles, links)
-> geo_clues.py (clues only, never a country verdict)
-> telegram-harvest.xlsx + listings.jsonl + urls.tsv
```
## Setup (once per machine)
