René's URL Explorer Experiment


Title: Update prek hook skill to emphasize generalization over project-specific logic by Copilot · Pull Request #1752 · usethis-python/usethis-python · GitHub

Open Graph Title: Update prek hook skill to emphasize generalization over project-specific logic by Copilot · Pull Request #1752 · usethis-python/usethis-python

X Title: Update prek hook skill to emphasize generalization over project-specific logic by Copilot · Pull Request #1752 · usethis-python/usethis-python

Description: Automatically manage Python tooling and configuration: linters, formatters, and more. A CLI for declaratively configuring your Python projects following best practices. - Update prek hook skill to emphasize generalization over project-specific logic by Copilot · Pull Request #1752 · usethis-python/usethis-python

Open Graph Description: PR #1624 review feedback identified that agents were hard-coding project-specific logic (custom headers, package names) into bespoke hooks. The root cause: the usethis-prek-hook-bespoke-create skil...

X Description: PR #1624 review feedback identified that agents were hard-coding project-specific logic (custom headers, package names) into bespoke hooks. The root cause: the usethis-prek-hook-bespoke-create skil...

Opengraph URL: https://github.com/usethis-python/usethis-python/pull/1752

X: @github

direct link

Domain: github.com

route-pattern/_view_fragments/voltron/pull_requests/show/:user_id/:repository/:id/pull_request_layout(.:format)
route-controllervoltron_pull_requests_fragments
route-actionpull_request_layout
fetch-noncev2:17b1226f-3512-0bc1-183b-700c580d5894
current-catalog-service-hashae870bc5e265a340912cde392f23dad3671a0a881730ffdadd82f2f57d81641b
request-idC3CE:227D33:1E035A9:2A68FA8:6A4CCF4A
html-safe-nonce8b922fc22bee680009efafc1a1f86ae6ab45b1abec81e3ca1ad2e5246c3348e5
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJDM0NFOjIyN0QzMzoxRTAzNUE5OjJBNjhGQTg6NkE0Q0NGNEEiLCJ2aXNpdG9yX2lkIjoiNTYxNjkyOTIzMTg3MzAzNjEwNiIsInJlZ2lvbl9lZGdlIjoiaWFkIiwicmVnaW9uX3JlbmRlciI6ImlhZCJ9
visitor-hmac924ac55039591f9ce9db1bdd81db36947498fca54de8ba8628bab2e726c6dc3c
hovercard-subject-tagpull_request:3479309303
github-keyboard-shortcutsrepository,pull-request-list,pull-request-conversation,pull-request-files-changed,copilot
google-site-verificationApib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
octolytics-urlhttps://collector.github.com/github/collect
analytics-location///voltron/pull_requests_fragments/pull_request_layout
fb:app_id1401488693436528
apple-itunes-appapp-id=1477376905, app-argument=https://github.com/_view_fragments/voltron/pull_requests/show/usethis-python/usethis-python/1752/pull_request_layout
twitter:imagehttps://opengraph.githubassets.com/70e2ce005018de955b39deab8baf547423fa6911235d42356daca85c5456c633/usethis-python/usethis-python/pull/1752
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/70e2ce005018de955b39deab8baf547423fa6911235d42356daca85c5456c633/usethis-python/usethis-python/pull/1752
og:image:altPR #1624 review feedback identified that agents were hard-coding project-specific logic (custom headers, package names) into bespoke hooks. The root cause: the usethis-prek-hook-bespoke-create skil...
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
og:author:usernameCopilot
hostnamegithub.com
expected-hostnamegithub.com
Noneee8a9d18044a05fe2d57b9ae797da38c8be34effb03f015f7c42e94770d28a1b
turbo-cache-controlno-cache
go-importgithub.com/usethis-python/usethis-python git https://github.com/usethis-python/usethis-python.git
octolytics-dimension-user_id216362695
octolytics-dimension-user_loginusethis-python
octolytics-dimension-repository_id842189705
octolytics-dimension-repository_nwousethis-python/usethis-python
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forkfalse
octolytics-dimension-repository_network_root_id842189705
octolytics-dimension-repository_network_root_nwousethis-python/usethis-python
turbo-body-classeslogged-out env-production page-responsive
disable-turbofalse
browser-stats-urlhttps://api.github.com/_private/browser/stats
browser-errors-urlhttps://api.github.com/_private/browser/errors
releasef84814acc6f036583fd43463f5847a846243d2a4
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://github.com/usethis-python/usethis-python/pull/1752#start-of-content
https://github.com/
Sign in https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fusethis-python%2Fusethis-python%2Fpull%2F1752
GitHub CopilotWrite better code with AIhttps://github.com/features/copilot
GitHub Copilot appDirect agents from issue to mergehttps://github.com/features/ai/github-app
MCP RegistryNewIntegrate external toolshttps://github.com/mcp
ActionsAutomate any workflowhttps://github.com/features/actions
CodespacesInstant dev environmentshttps://github.com/features/codespaces
IssuesPlan and track workhttps://github.com/features/issues
Code ReviewManage code changeshttps://github.com/features/code-review
GitHub Advanced SecurityFind and fix vulnerabilitieshttps://github.com/security/advanced-security
Code securitySecure your code as you buildhttps://github.com/security/advanced-security/code-security
Secret protectionStop leaks before they starthttps://github.com/security/advanced-security/secret-protection
Why GitHubhttps://github.com/why-github
Documentationhttps://docs.github.com
Bloghttps://github.blog
Changeloghttps://github.blog/changelog
Marketplacehttps://github.com/marketplace
View all featureshttps://github.com/features
Enterpriseshttps://github.com/enterprise
Small and medium teamshttps://github.com/team
Startupshttps://github.com/enterprise/startups
Nonprofitshttps://github.com/solutions/industry/nonprofits
App Modernizationhttps://github.com/solutions/use-case/app-modernization
DevSecOpshttps://github.com/solutions/use-case/devsecops
DevOpshttps://github.com/solutions/use-case/devops
CI/CDhttps://github.com/solutions/use-case/ci-cd
View all use caseshttps://github.com/solutions/use-case
Healthcarehttps://github.com/solutions/industry/healthcare
Financial serviceshttps://github.com/solutions/industry/financial-services
Manufacturinghttps://github.com/solutions/industry/manufacturing
Governmenthttps://github.com/solutions/industry/government
View all industrieshttps://github.com/solutions/industry
View all solutionshttps://github.com/solutions
AIhttps://github.com/resources/articles?topic=ai
Software Developmenthttps://github.com/resources/articles?topic=software-development
DevOpshttps://github.com/resources/articles?topic=devops
Securityhttps://github.com/resources/articles?topic=security
View all topicshttps://github.com/resources/articles
Customer storieshttps://github.com/customer-stories
Events & webinarshttps://github.com/resources/events
Ebooks & reportshttps://github.com/resources/whitepapers
Business insightshttps://github.com/solutions/executive-insights
GitHub Skillshttps://skills.github.com
Documentationhttps://docs.github.com
Customer supporthttps://support.github.com
Community forumhttps://github.com/orgs/community/discussions
Trust centerhttps://github.com/trust-center
Partnershttps://github.com/partners
View all resourceshttps://github.com/resources
GitHub SponsorsFund open source developershttps://github.com/sponsors
Security Labhttps://securitylab.github.com
Maintainer Communityhttps://maintainers.github.com
Acceleratorhttps://github.com/accelerator
GitHub Starshttps://stars.github.com
Archive Programhttps://archiveprogram.github.com
Topicshttps://github.com/topics
Trendinghttps://github.com/trending
Collectionshttps://github.com/collections
Enterprise platformAI-powered developer platformhttps://github.com/enterprise
GitHub Advanced SecurityEnterprise-grade security featureshttps://github.com/security/advanced-security
Copilot for BusinessEnterprise-grade AI featureshttps://github.com/features/copilot/copilot-business
Premium SupportEnterprise-grade 24/7 supporthttps://github.com/premium-support
Pricinghttps://github.com/pricing
Search syntax tipshttps://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
documentationhttps://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
Sign in https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fusethis-python%2Fusethis-python%2Fpull%2F1752
Sign up https://github.com/signup?ref_cta=Sign+up&ref_loc=header+logged+out&ref_page=%2F%3Cuser-name%3E%2F%3Crepo-name%3E%2Fvoltron%2Fpull_requests_fragments%2Fpull_request_layout&source=header-repo&source_repo=usethis-python%2Fusethis-python
Reloadhttps://github.com/usethis-python/usethis-python/pull/1752
Reloadhttps://github.com/usethis-python/usethis-python/pull/1752
Reloadhttps://github.com/usethis-python/usethis-python/pull/1752
Please reload this pagehttps://github.com/usethis-python/usethis-python/pull/1752
usethis-python https://github.com/usethis-python
usethis-pythonhttps://github.com/usethis-python/usethis-python
Notifications https://github.com/login?return_to=%2Fusethis-python%2Fusethis-python
Fork 5 https://github.com/login?return_to=%2Fusethis-python%2Fusethis-python
Star 19 https://github.com/login?return_to=%2Fusethis-python%2Fusethis-python
Code https://github.com/usethis-python/usethis-python
Issues 163 https://github.com/usethis-python/usethis-python/issues
Pull requests 4 https://github.com/usethis-python/usethis-python/pulls
Actions https://github.com/usethis-python/usethis-python/actions
Security and quality 0 https://github.com/usethis-python/usethis-python/security
Insights https://github.com/usethis-python/usethis-python/pulse
Code https://github.com/usethis-python/usethis-python
Issues https://github.com/usethis-python/usethis-python/issues
Pull requests https://github.com/usethis-python/usethis-python/pulls
Actions https://github.com/usethis-python/usethis-python/actions
Security and quality https://github.com/usethis-python/usethis-python/security
Insights https://github.com/usethis-python/usethis-python/pulse
nathanjmcdougallhttps://github.com/nathanjmcdougall
mainhttps://github.com/usethis-python/usethis-python/tree/main
copilot/generalize-hooks-logichttps://github.com/usethis-python/usethis-python/tree/copilot/generalize-hooks-logic
Conversationhttps://github.com/usethis-python/usethis-python/pull/1752
Commits2 (2)https://github.com/usethis-python/usethis-python/pull/1752/commits
Checkshttps://github.com/usethis-python/usethis-python/pull/1752/checks
Files changedhttps://github.com/usethis-python/usethis-python/pull/1752/files
Update prek hook skill to emphasize generalization over project-specific logichttps://github.com/usethis-python/usethis-python/pull/1752#top
nathanjmcdougallhttps://github.com/nathanjmcdougall
mainhttps://github.com/usethis-python/usethis-python/tree/main
copilot/generalize-hooks-logichttps://github.com/usethis-python/usethis-python/tree/copilot/generalize-hooks-logic
https://github.com/apps/copilot-swe-agent
Copilothttps://github.com/apps/copilot-swe-agent
Apr 1, 2026https://github.com/usethis-python/usethis-python/pull/1752#issue-4189932953
Please reload this pagehttps://github.com/usethis-python/usethis-python/pull/1752
#1624https://github.com/usethis-python/usethis-python/pull/1624
Please reload this pagehttps://github.com/usethis-python/usethis-python/pull/1752
https://github.com/apps/copilot-swe-agent
Initial planhttps://github.com/usethis-python/usethis-python/pull/1752/commits/3723bfa32b2b0f201e326cb0e6a4d26c2c0962d3
3723bfahttps://github.com/usethis-python/usethis-python/pull/1752/commits/3723bfa32b2b0f201e326cb0e6a4d26c2c0962d3
https://github.com/apps/copilot-swe-agent
Copilothttps://github.com/apps/copilot-swe-agent
Copilothttps://github.com/apps/copilot-swe-agent
nathanjmcdougallhttps://github.com/nathanjmcdougall
Apr 1, 2026https://github.com/usethis-python/usethis-python/pull/1752#event-24127465399
started workhttps://github.com/usethis-python/usethis-python/sessions/bb0660e8-d117-4a02-b353-54ef7ecd96fd
nathanjmcdougallhttps://github.com/nathanjmcdougall
April 1, 2026 21:17https://github.com/usethis-python/usethis-python/pull/1752#event-24127467026
View session https://github.com/usethis-python/usethis-python/sessions/bb0660e8-d117-4a02-b353-54ef7ecd96fd
https://github.com/apps/copilot-swe-agent
Copilothttps://github.com/apps/copilot-swe-agent
Apr 1, 2026https://github.com/usethis-python/usethis-python/pull/1752#event-24127467338
Config agents that hooks should be generalized #1627 https://github.com/usethis-python/usethis-python/issues/1627
https://github.com/apps/copilot-swe-agent
Copilothttps://github.com/apps/copilot-swe-agent
Apr 1, 2026 https://github.com/usethis-python/usethis-python/pull/1752#ref-pullrequest-4189927455
Enforce step-down rule for hook scripts #1750 https://github.com/usethis-python/usethis-python/pull/1750
https://github.com/apps/copilot-swe-agent
https://github.com/nathanjmcdougall
Update prek hook skill to emphasize generalization over project-speci…https://github.com/usethis-python/usethis-python/pull/1752/commits/15ca63119402885894cb88825c360f44a10cf8aa
15ca631https://github.com/usethis-python/usethis-python/pull/1752/commits/15ca63119402885894cb88825c360f44a10cf8aa
https://github.com/usethis-python/usethis-python/sessions/bb0660e8-d117-4a02-b353-54ef7ecd96fdhttps://github.com/usethis-python/usethis-python/sessions/bb0660e8-d117-4a02-b353-54ef7ecd96fd
https://github.com/apps/copilot-swe-agent
Copilothttps://github.com/apps/copilot-swe-agent
Apr 1, 2026https://github.com/usethis-python/usethis-python/pull/1752#event-24127626357
finished workhttps://github.com/usethis-python/usethis-python/sessions/bb0660e8-d117-4a02-b353-54ef7ecd96fd
nathanjmcdougallhttps://github.com/nathanjmcdougall
April 1, 2026 21:23https://github.com/usethis-python/usethis-python/pull/1752#event-24127629551
https://github.com/apps/copilot-swe-agent
Copilothttps://github.com/apps/copilot-swe-agent
nathanjmcdougallhttps://github.com/nathanjmcdougall
April 1, 2026 21:23https://github.com/usethis-python/usethis-python/pull/1752#event-24127629709
https://github.com/nathanjmcdougall
nathanjmcdougallhttps://github.com/nathanjmcdougall
Apr 1, 2026 https://github.com/usethis-python/usethis-python/pull/1752#pullrequestreview-4047293315
View reviewed changes https://github.com/usethis-python/usethis-python/pull/1752/files/15ca63119402885894cb88825c360f44a10cf8aa
https://github.com/nathanjmcdougall
nathanjmcdougallhttps://github.com/nathanjmcdougall
April 1, 2026 21:53https://github.com/usethis-python/usethis-python/pull/1752#event-24128324811
https://github.com/nathanjmcdougall
nathanjmcdougallhttps://github.com/nathanjmcdougall
9a71e69https://github.com/usethis-python/usethis-python/commit/9a71e69c6d7ce412c0fc5b922b1d75d20ddc4682
Apr 1, 2026https://github.com/usethis-python/usethis-python/pull/1752#event-24128360966
Please reload this pagehttps://github.com/usethis-python/usethis-python/pull/1752
https://github.com/nathanjmcdougall
nathanjmcdougallhttps://github.com/nathanjmcdougall
April 1, 2026 21:55https://github.com/usethis-python/usethis-python/pull/1752#event-24128361615
https://github.co/hiddenchars
https://github.com/usethis-python/usethis-python/pull/{{ revealButtonHref }}
Sign up for freehttps://github.com/join?source=comment-repo
Sign in to commenthttps://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fusethis-python%2Fusethis-python%2Fpull%2F1752
https://github.com/nathanjmcdougall
nathanjmcdougall https://github.com/nathanjmcdougall
https://github.com/usethis-python/usethis-python/pull/1752/files/15ca63119402885894cb88825c360f44a10cf8aa
https://github.com/nathanjmcdougall
nathanjmcdougall https://github.com/nathanjmcdougall
Copilot code review https://github.com/apps/copilot-swe-agent
Copilot https://github.com/apps/copilot-swe-agent
Config agents that hooks should be generalized https://github.com/usethis-python/usethis-python/issues/1627
Please reload this pagehttps://github.com/usethis-python/usethis-python/pull/1752
https://github.com/apps/copilot-swe-agent
https://github.com/nathanjmcdougall
https://github.com
Termshttps://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacyhttps://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Securityhttps://github.com/security
Statushttps://www.githubstatus.com/
Communityhttps://github.community/
Docshttps://docs.github.com/
Contacthttps://support.github.com?tags=dotcom-footer

Viewport: width=device-width

URLs of crawlers that visited me.