tgstat SKILL.md skillA
tgstat from acedatacloud/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add acedatacloud/skills/tgstat@v2.3Pins v2.3 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- acedatacloud/skills
- Path
skills/tgstat/SKILL.md- Versions recorded
- 5
- Latest version
- v2.3, committed Jul 14, 2026
- First version recorded
- Jul 3, 2026
- Size
- 7,359 bytes
- Repository stars
- 17
- License
- a license file GitHub does not identify
Research public Telegram channels and groups with TGStat. Use when discovering communities by topic, comparing public audience/reach/activity, checking a known @username, or shortlisting ad and outreach sources. The connector supplies TGSTAT_USERNAME as the default profile. Read-only: does not log in, join groups, scrape members, or send messages.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# TGStat Research
Use [scripts/tgstat.py](./scripts/tgstat.py) for public TGStat research. It uses
only the Python standard library. Under the hood it fetches TGStat pages through
the platform render service (headless Chromium), which bypasses the public
site's bot protection, so each lookup can take several seconds. Resolve the
script at the start of every Bash call because each call runs in a fresh shell:
```bash
TGSTAT="$SKILL_DIR/scripts/tgstat.py"; [ -f "$TGSTAT" ] || TGSTAT=$(find /tmp -maxdepth 8 -path '*/skills/*/scripts/tgstat.py' 2>/dev/null | head -1)
[ -f "$TGSTAT" ] || { echo "tgstat script not found (SKILL_DIR=$SKILL_DIR)" >&2; exit 1; }
python3 "$TGSTAT" profile
```
The connector injects `$TGSTAT_USERNAME`. It is not a login credential; it is
only the default public channel/group target. Never print the full environment
or treat the username as proof that the user owns the Telegram account.
## Discover Sources by Topic
Run `search` first:
```bash
TGSTAT="$SKILL_DIR/scripts/tgstat.py"; [ -f "$TGSTAT" ] || TGSTAT=$(find /tmp -maxdepth 8 -path '*/skills/*/scripts/tgstat.py' 2>/dev/null | head -1)
…Read the whole file at its exact version.
How to install
mdr add acedatacloud/skills/tgstat@sha256:bbf9afa4e41fda78The line at the top of this page pins the label v2.3, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_rrfmiyf4e7hoie4u)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Jul 3, 2026 and Jul 14, 2026, about one every 3 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v2.3 latest | 2026-07-14 | a90bcf9 | 7,359 B | A | view · diff |
| v2.2 | 2026-07-14 | 4551124 | 7,026 B | A | view · diff |
| v2.1 | 2026-07-13 | 5b88c4f | 6,504 B | A | view · diff |
| v2.0 | 2026-07-13 | 4579ee8 | 7,856 B | A | view · diff |
| v1.0 | 2026-07-03 | 6d3d7cb | 5,190 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (7359 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
acedatacloud/skills · 17 stars · license a license file GitHub does not identify · pushed 2026-11-07 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_rrfmiyf4e7hoie4u GET https://markdownregistry.com/api/v1/resolve?ref=acedatacloud/skills/tgstat GET https://markdownregistry.com/api/v1/blob/bbf9afa4e41fda782062f8aed15b8b4171e7bcb692b6f222c3b151d22244bf2e
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.