Daily
Get matching job posts on Telegram and log them in a sheet
Each morning, new job posts from your feeds are scored against your profile, good matches are added to your Jobs sheet and the best ones arrive on Telegram.
- Runs
- Daily
- Apps
- Google Sheets, Telegram
- AI
- Yes, uses the built-in AI allowance
- Access
- Sheets read+write; Telegram bot token
Send this to your assistant
Create a ClickRuntime automation: every morning, check my job feeds, score each new posting against my profile, add matches to my Jobs sheet and send the best ones to my Telegram.
First time? Adding ClickRuntime to your assistant takes about two minutes.
Why use it
Why teams use this automation
A product designer looking for a remote role follows several job boards and company career feeds. Most posts are the wrong level, the wrong time zone or need relocation. Scrolling them every day takes half an hour, and the good ones get buried between dozens that are close but not right.
This automation reads your feeds once a morning, skips posts you have already seen and has AI score each new one against a short profile you write. Matches go into a sheet you can use as an application tracker, and the top few come to Telegram so you can act on them first.
What you get out of it
Read five posts instead of fifty
Only posts that fit your profile reach you. The time you used to spend filtering goes into writing better applications.
Apply early
Posts are checked every morning, so strong matches reach you while they are still fresh. Early applications are more likely to be read.
A ready-made application tracker
Every match is a row with the title, link, score and reason. Add columns for status and notes and the sheet becomes your job search log.
Scored against what you actually want
Your profile can include seniority, salary floor, remote rules and the kind of work you want to avoid. The score reflects all of it, not just a keyword.
No repeats
A post that stays up for weeks is only scored and sent once. You never re-read the same listing.
How it works
What happens, step by step
Every morning, ClickRuntime reads the job feeds you listed.
It sets aside posts it has already seen so each one is only checked once.
AI scores each new post from 1 to 10 against your profile and gives a one-line reason.
Matches are added as rows to your Jobs sheet, and the best ones are sent to you on Telegram.
Before it runs live
- Connect your Google Sheets account and pick the spreadsheets it may use
- Connect Telegram
What you get
Build your own
Need it to work differently?
Your own rules
Conditions, thresholds, filters and exceptions, written the way you'd explain them to a colleague.
Any number of apps
One automation can read from one app and update several others. Over 248 apps are ready, and anything with an API works too.
AI where it helps
Summaries, classification, extraction and drafts use ClickRuntime's built-in AI, with no extra key.
On a schedule or on each event
Runs as often as every 5 minutes, or the moment an app sends an event, and keeps track of what it already handled.
Changes you can ask for
- Run it at a different time, more or less often, or only on weekdays
- Change what the AI looks for, or how it writes the result
- Add another app, for example also send it to Slack
- Combine it with other Google Sheets and Telegram steps into one automation
Under the hood
The code that runs this automation
import feedparser
from google.oauth2.credentials import Credentials
from googleapiclient.discovery import build
from clickruntime import on_trigger, credentials, http, state, ai, report_fetched
SHEET_ID = "your-spreadsheet-id"
CHAT_ID = "your-telegram-chat-id"
FEEDS = ["https://jobs.example.com/remote-design.rss"]
PROFILE = "Senior product designer, remote in European time zones, B2B SaaS, no agencies."
SCHEMA = {"type": "object", "properties": {"score": {"type": "integer"}, "reason": {"type": "string"}}}
@on_trigger
def run(event):
seen = set(state.get("seen") or [])
posts = [e for f in FEEDS for e in feedparser.parse(http.get(f).content).entries if e.link not in seen]
report_fetched(len(posts))
if not posts:
return {"new": 0}
rows = []
for p in posts[:40]:
try:
r = ai.generate(f"Profile: {PROFILE}\nJob: {p.title}\n{p.get('summary', '')[:1500]}\nScore 1-10 with a one-line reason.",
max_output_tokens=80, json_schema=SCHEMA).json
except ai.AIError:
break
if r["score"] >= 6:
rows.append([p.title, p.link, r["score"], r["reason"]])
seen.add(p.link)
if rows:
build("sheets", "v4", credentials=Credentials(credentials.connection("google", "work")), cache_discovery=False).spreadsheets().values().append(
spreadsheetId=SHEET_ID, range="Jobs!A:D", valueInputOption="USER_ENTERED", body={"values": rows}).execute()
top = sorted((r for r in rows if r[2] >= 8), key=lambda r: -r[2])[:5]
if top:
http.post(f"https://api.telegram.org/bot{credentials.secret('TELEGRAM_BOT_TOKEN')}/sendMessage",
json={"chat_id": CHAT_ID, "text": "\n\n".join(f"{r[2]}/10 {r[0]}\n{r[3]}\n{r[1]}" for r in top)})
state.set("seen", list(seen)[-2000:])
return {"new": len(posts), "matches": len(rows)}FAQ
Common questions
Which job feeds can I use?
How do I describe my profile?
What score counts as a match?
What permissions does it need?
Does it need AI?
How many runs does it use?
Can I change how it works?
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