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Multee

Add a --units flag

Review the parser

Terminal

Read weather.py and cli.py, then tell me in two sentences what this project does.

Model set to Opus 5.5

Read(weather.py)

Read 29 linesshow

Read(cli.py)

Read 9 linesshow

A command-line tool that takes a city, fetches its temperature from OpenWeatherMap (using OPENWEATHER_KEY) and prints it in Celsius. cli.py defines a --units option, but weather.py doesn’t use it yet.

Add a --units flag that switches between metric and imperial, with a test.

Update(weather.py)

4 additions, 1 removal

Bash(python3 -m pytest tests/ -q)

Running…15 passed

Added --units: imperial converts with c_to_f, and a new test covers both. All 15 tests pass.

✻Tinkering…· 38s

Tip: Drag tabs and sessions to reorder them.

Message Claude…  / commands · @ files & agents · ! shell

⏵⏵ accept edits on (⇧⇥)ucO 5.5 ▾5h 3h7d 3d

main

tests

test_weather.py

.gitignore

cli.py

README.md

weather.py

SESSIONS

multee

api-server

weather-cli

New in 0.1.37

All of 0.1.37 →

Refactor fetch layer 1

Tests for parse_args

Opened byRefactor fetch layerReview not committed

Write tests for parse_args in tests/test_cli.py

Write(tests/test_cli.py)

Wrote 46 linesshow

Bash(python3 -m pytest tests/test_cli.py -q)

Running…6 passed

Added 6 tests in tests/test_cli.py. All 6 pass.

Run a queued message in parallel NEW

Refactor fetch layer 2

Docs for --units

Tests for parse_args

Opened from hereDocs for --unitswants to run npm testAllowDenyTests for parse_args1 commitStop

Update(weather.py)

12 additions, 19 removals

Two tabs are on it: one writes the docs, one the tests.

Tabs Claude opened say when something's wrong NEW

Read(weather.py)

Read 29 linesshow

Update(weather.py)

12 additions, 19 removals

Usage limit reached — resets at 7:50 PM

It carries on by itself when the limit resets, at 7:50 PM. Esc cancels that.

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⏵⏵ accept edits on (⇧⇥)ucO 5.5 ▾5h 18m7d 3d

Work carries on after an interruption NEW

Explore

Add a --units flag

Terminal

Add a --units flag that switches between metric and imperial, with a test.

Read(cli.py)

Read 9 linesshow

Update(weather.py)

4 additions, 1 removal

Bash(python3 -m pytest -q)

Running…15 passed

Added --units: imperial converts with c_to_f, and a new test covers both.

✻Tinkering…· 21s

Message Claude…  / commands · @ files & agents · ! shellcommit this ⇥ tab

Chat60

Add a --units flag

Chat

Update(weather.py)

4 additions, 1 removal

Bash(python3 -m pytest -q)

Running…15 passed

All 15 tests pass.

Ask Claude about weather-cli/ for commands · @ to mention a file · ⇧⇥ to switch mode

SESSIONS

multee

api-server

weather-cli

Projects & tabs22

Refactor fetch layer

Update the README

Document fetch.py in the README.

multee · peer_ask(What does fetch.py do now?)

“Refactor fetch layer” answered from its own conversation (it wasn't interrupted; a follow-up peer_ask continues from here).

It has the three HTTP calls that were in weather.py, and reads the API key from OPENWEATHER_KEY.

Got it — I'll document fetch.py and OPENWEATHER_KEY in the README.

Claude tabs working together6

▶︎ Start auto■ Stop after this task■ Stop after these tasks■ Stop autoStop nowShow chat

NEEDS YOU1

t5 Default units

Which units should --units use when it isn’t given?

Which units should --units use when it isn’t given?

Reply to Claude…

WORKING NOW1

t2 Add --units to the CLI

Updated weather.py; tests pass

t3 Cache forecasts for 10 min

Claude is on it

UP NEXT32

t3 Cache forecasts for 10 min

t4 Retry on HTTP 429

t6 Publish 0.2.0 to PyPI

DONE12Clear

t2 Add --units to the CLI

t1 Move HTTP calls to fetch.py

To-dos14

✎ cli.py

✎ weather.py

8

9

10def fetch_weather(city, units="metric"):def get_weather(city, units="metric"):

11 key = os.environ.get("OPENWEATHER_KEY")

12 if not key:

13 sys.exit("Set OPENWEATHER_KEY first.")

14 url = f"{API}?q={city}&units={units}&appid={key}"

15 with urllib.request.urlopen(url, timeout=10) as r:

16 return json.load(r)

17

18

19def main(argv):

20 if len(argv) < 2:

21 print("usage: weather CITY [--units imperial]")

22 return 1

23 units = "imperial" if "--units" in argv else "metric"

24 data = fetch_weather(argv[1], units) data = get_weather(argv[1], units)

25 print(f"{argv[1]}: {data['main']['temp']}°")

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Files & Git49

Add a --units flag

Terminal

❯ Add a --units flag that switches between metric and imperial, with a test.

⏺ Update(weather.py)

⎿ Updated weather.py with 4 additions and 1 removal

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7:50 PM: the limit resets

Terminal7

Move the HTTP calls in weather.py into a new fetch.py and update the callers.

Agent(Map the callers)

Found 4 callers: cli.py (2), weather.py, tests/test_weather.py.

Write(fetch.py)

Wrote 31 linesshow

Agent(Update cli.py)

3 tool uses · Update(cli.py)

Message Claude…  / commands · @ files & agents · ! shell

⏵⏵ accept edits on (⇧⇥)ucO 5.5 ▾5h1h7d3d

Use in the last 10 minutes

Refactor fetch layerthis tab48%

weather-cli · Opus 5.5 · 2.4k out, 380k in /min · 2 agents

The tab itself1.2k out, 210k in /min25%

Update cli.pySonnet 5.5 · 900 out, 140k in /min17%

Map the callersHaiku 5.5 · 600 out, 95k in /min6%

Fix the release workflow31%

multee · Opus 5.5 · 1.6k out, 240k in /min

Tests for parse_args21%

weather-cli · Sonnet 5.5 · 1.3k out, 220k in /min

Shares weigh tokens as the price list does: output 5× input, cached input a tenth, bigger models more. A tab includes the agents it started.

Usage limits2

compose.yaml ServicesVolumes

SERVICEPORTS

web8080->80

db5432->5432

worker

Docker2

Multee 0.1.37 is availableWhat's newInstall nowLater

Updating Multee…RelaunchLater

Update failed — couldn’t reach GitHubRetryLater

Update timed out — slow connectionRetryLater

Add a --units flag

Terminal

Update

Update(weather.py)

4 additions, 1 removal

Bash(python3 -m pytest tests/ -q)

15 passed

Added --units, with a test. All 15 tests pass.

==> Updating Multee — this can take a few minutes on a slow connection

==> Downloading multee…

Settings & updates23