Looking forward to seeing what you do next. Your analysis is among the best and provides a lot of insight to Mariners followers.

"Fully Replicable" means all of the expected data is available or that the analysis code replicates? If the former, label as "Complete Data" or "Data Available"?

Every game like that moves Kirby one step closer to being a Yankee and it breaks my heart.

That's really good! Might be some folks you find here, too. bsky.app/profile/did:...

And 🔱⚾Mariners Trending if you're not sure who to follow!

bsky.app/profile/did:...

Nice! Base on those benchmark graphs maybe the true name is bluecrab?

Renee's lists are amazing public service. They helped me create this MLB Trending feed. bsky.app/profile/did:...

Cafecito Martinez

Swap out Perdomo (or Soto) for Harper 1) ump gets an earful 2) bros call it a ball and statcast is infallible.

Indeed. More innovation would be a gift.

Same scene at Jackson and 23rd.

Though I'm now realizing I added one particular economist that is too popular. Revert commit.

I liked the intention of your original Econsky feed. Seems like the emoji and hash tags lead to a lot of content that isn't conducive to conversation. I'm experimenting with an EconSky Trending that draws from list of soc scientists (available for remix on Skyfeed)

bsky.app/profile/did:...

And Grant gave another good suggestion for starting out bsky.app/profile/gmcd...

5. Ask Claude to use that skill using a "slash command" `/{name-of-skill} perform task x on file @{file-name} at line 123.`

3. Try instructing Claude to create or edit a file to achieve some task.
4. Add a `.claude/skills/{name-of-skill}/SKILL.md` with instructions that you would want yourself or someone else using the code to be aware of when performing a task (potentially the same as above).

So to get back to your question.

1. Start claude from the terminal (or VS Code or Positron or other coding interface) where you already have code written.
2. Run `/init` and claude will create a CLAUDE[dot]md file for you. Read it closely and make sure the file's contents ar accurate.

Then if you have Claude Code open in a terminal, you can write something like `/stata write a do file that creates a summary statistics table of variables x,y,z from auto.dta and export the table to a .tex file` or `use the Stata skill to create a graph of all of the vehicle types in auto.dta`

Then a skill can also include additional instructions
, say in a references/ subfolder of the skill...just more guidance that a human or computer might want to have at their fingertips. I'd say that's the place to start.

In this particular case, ti's instructions that I'd want any RA to be familiar with if I asked them to start work on a particular IPA project. They're guidelines that are based on what we train people to know, and they help give Claude a compass and set the guardrails.

The way I think about Claude Skills is that they are small sets of instructions that you would like a human (or computer) to understand when approaching a task. Have a look a our Stata skill: github.com/PovertyActio....

Yes! Effectively what I did for IPA's Stata Skill, which draws from IPA, World Bank DIME, @seankhiggins.bsky.social, and Gentzkow & Shapiro guides. github.com/PovertyActio...

Has been really beneficial for drafting full Stata end-to-end.

And highly recommend getting comfortable with a little bit of git. It's really helpful to be able to monitor code changes as they accumulate and only committing to a git branch after you've reviewed and tested the code. For a currated set of resources on Git data.poverty-action.org/software/git/

Lasse Brune and I are iterating on the content and structure. Key is getting CLAUDE[dot]md set up for use case and common patterns, use Skills, and provide templates/good examples. We're testing with IPA RAs at the moment and looking for more feedback (general principles would be the same for R.

GitHub - PovertyAction/ipa-stata-template: Template repository for a Stata analysis project. Template repository for a Stata analysis project. Contribute to PovertyAction/ipa-stata-template development by creating an account on GitHub.

My team has been using Claude Code extensively with our
python code. We're now rolling out a Stata template that integrates Claude Code for data cleaning and analysis code. github.com/povertyactio...

Extremely productive and enlightening collaboration with colleagues from across tech, programs, research, policy, and academia.

Thank you @cgdev.org and @agencyfund.bsky.social for convening!

Seattle Mariners: Rizzs' radio call of Suárez grand salami Longtime Seattle Mariners broadcaster Rick Rizzs delivered a memorable call of the go-ahead grand slam by Eugenio Suárez in Game 5 of the ALCS.

Peak oppo taco broadcast. Solidarity to Reg Mowley.

@megrowler.fangraphs.com @ewpod.bsky.social

sports.mynorthwest.com/mlb/seattle-...

With Two Homers in Game 5, Eugenio Suárez Slams Mariners to 3-2 ALCS Lead The prodigal third baseman flipped the script on an otherwise tight, back-and-forth battle in Game 5.

With Two Homers in Game 5, Eugenio Suárez Slams Mariners to 3-2 ALCS Lead blogs.fangraphs.com/with-two-hom...

The sincerest apologies this was stuck in my drafts and I lost my password written on a postit on my desk rejection.

The Mariners are trending! 🔱⚾
bsky.app/profile/did:...