René's URL Explorer Experiment


Title: GitHub - nomanker/SkillOpt: SkillOpt is a text-space optimizer that trains reusable natural-language skills for frozen LLM agents through trajectory-driven edits, validation-gated updates, and deployable best_skill.md artifacts. · GitHub

Open Graph Title: GitHub - nomanker/SkillOpt: SkillOpt is a text-space optimizer that trains reusable natural-language skills for frozen LLM agents through trajectory-driven edits, validation-gated updates, and deployable best_skill.md artifacts.

X Title: GitHub - nomanker/SkillOpt: SkillOpt is a text-space optimizer that trains reusable natural-language skills for frozen LLM agents through trajectory-driven edits, validation-gated updates, and deployable best_skill.md artifacts.

Description: SkillOpt is a text-space optimizer that trains reusable natural-language skills for frozen LLM agents through trajectory-driven edits, validation-gated updates, and deployable best_skill.md artifacts. - nomanker/SkillOpt

Open Graph Description: SkillOpt is a text-space optimizer that trains reusable natural-language skills for frozen LLM agents through trajectory-driven edits, validation-gated updates, and deployable best_skill.md artifac...

X Description: SkillOpt is a text-space optimizer that trains reusable natural-language skills for frozen LLM agents through trajectory-driven edits, validation-gated updates, and deployable best_skill.md artifac...

Opengraph URL: https://github.com/nomanker/SkillOpt

X: @github

direct link

Domain: github.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:478ce24f-4377-15d1-fc9b-09d6920dd114
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-idDB3E:1DE745:8586F8A:B5755FC:6A5E7CAB
html-safe-nonce2a043df67ba23868b59468a62a7ad74a6034978c1a5d0a498195d771f8228b23
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJEQjNFOjFERTc0NTo4NTg2RjhBOkI1NzU1RkM6NkE1RTdDQUIiLCJ2aXNpdG9yX2lkIjoiNTk0MDY2NDkzMDEzNTg2NjUzOSIsInJlZ2lvbl9lZGdlIjoiaWFkIiwicmVnaW9uX3JlbmRlciI6ImlhZCJ9
visitor-hmacf859ae2afdaa14880ffcb146a830ff7f9b1a543d667679c7f6127ebe2412e46b
hovercard-subject-tagrepository:1255320129
github-keyboard-shortcutsrepository,copilot
google-site-verificationApib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
octolytics-urlhttps://collector.github.com/github/collect
analytics-location//
fb:app_id1401488693436528
apple-itunes-appapp-id=1477376905, app-argument=https://github.com/nomanker/SkillOpt
twitter:imagehttps://opengraph.githubassets.com/75f822898e29263e0087bf8926f8b0f8a604d2e51a9b5efb80ed8f79e63d9d1c/nomanker/SkillOpt
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/75f822898e29263e0087bf8926f8b0f8a604d2e51a9b5efb80ed8f79e63d9d1c/nomanker/SkillOpt
og:image:altSkillOpt is a text-space optimizer that trains reusable natural-language skills for frozen LLM agents through trajectory-driven edits, validation-gated updates, and deployable best_skill.md artifac...
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
None71950bbe6bf7e15662b868c102fed9d1682c29a05970d9b2daa2e4dd3522c52e
turbo-cache-controlno-cache
go-importgithub.com/nomanker/SkillOpt git https://github.com/nomanker/SkillOpt.git
octolytics-dimension-user_id58795646
octolytics-dimension-user_loginnomanker
octolytics-dimension-repository_id1255320129
octolytics-dimension-repository_nwonomanker/SkillOpt
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forktrue
octolytics-dimension-repository_parent_id1232669890
octolytics-dimension-repository_parent_nwomicrosoft/SkillOpt
octolytics-dimension-repository_network_root_id1232669890
octolytics-dimension-repository_network_root_nwomicrosoft/SkillOpt
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
release7514606601325843bc1c464d2d8bf5fe9af2c154
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://github.com/nomanker/SkillOpt#start-of-content
https://github.com/
Sign in https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fnomanker%2FSkillOpt
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
Code QualityEnforce quality at mergehttps://github.com/features/code-quality
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/open-source/sponsors
Security Labhttps://securitylab.github.com
Maintainer Communityhttps://maintainers.github.com
Acceleratorhttps://github.com/open-source/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/enterprise/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%2Fnomanker%2FSkillOpt
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&source=header-repo&source_repo=nomanker%2FSkillOpt
Reloadhttps://github.com/nomanker/SkillOpt
Reloadhttps://github.com/nomanker/SkillOpt
Reloadhttps://github.com/nomanker/SkillOpt
nomanker https://github.com/nomanker
SkillOpthttps://github.com/nomanker/SkillOpt
microsoft/SkillOpthttps://github.com/microsoft/SkillOpt
Notifications https://github.com/login?return_to=%2Fnomanker%2FSkillOpt
Fork 0 https://github.com/login?return_to=%2Fnomanker%2FSkillOpt
Star 1 https://github.com/login?return_to=%2Fnomanker%2FSkillOpt
Code https://github.com/nomanker/SkillOpt
Pull requests 0 https://github.com/nomanker/SkillOpt/pulls
Actions https://github.com/nomanker/SkillOpt/actions
Projects https://github.com/nomanker/SkillOpt/projects
Security and quality 0 https://github.com/nomanker/SkillOpt/security
Insights https://github.com/nomanker/SkillOpt/pulse
Code https://github.com/nomanker/SkillOpt
Pull requests https://github.com/nomanker/SkillOpt/pulls
Actions https://github.com/nomanker/SkillOpt/actions
Projects https://github.com/nomanker/SkillOpt/projects
Security and quality https://github.com/nomanker/SkillOpt/security
Insights https://github.com/nomanker/SkillOpt/pulse
https://github.com/nomanker/SkillOpt
Brancheshttps://github.com/nomanker/SkillOpt/branches
Tagshttps://github.com/nomanker/SkillOpt/tags
https://github.com/nomanker/SkillOpt/branches
https://github.com/nomanker/SkillOpt/tags
79 Commitshttps://github.com/nomanker/SkillOpt/commits/main/
https://github.com/nomanker/SkillOpt/commits/main/
ckpthttps://github.com/nomanker/SkillOpt/tree/main/ckpt
ckpthttps://github.com/nomanker/SkillOpt/tree/main/ckpt
configshttps://github.com/nomanker/SkillOpt/tree/main/configs
configshttps://github.com/nomanker/SkillOpt/tree/main/configs
data/searchqa_id_splithttps://github.com/nomanker/SkillOpt/tree/main/data/searchqa_id_split
data/searchqa_id_splithttps://github.com/nomanker/SkillOpt/tree/main/data/searchqa_id_split
docshttps://github.com/nomanker/SkillOpt/tree/main/docs
docshttps://github.com/nomanker/SkillOpt/tree/main/docs
scriptshttps://github.com/nomanker/SkillOpt/tree/main/scripts
scriptshttps://github.com/nomanker/SkillOpt/tree/main/scripts
skillopt-assetshttps://github.com/nomanker/SkillOpt/tree/main/skillopt-assets
skillopt-assetshttps://github.com/nomanker/SkillOpt/tree/main/skillopt-assets
skillopthttps://github.com/nomanker/SkillOpt/tree/main/skillopt
skillopthttps://github.com/nomanker/SkillOpt/tree/main/skillopt
skillopt_webuihttps://github.com/nomanker/SkillOpt/tree/main/skillopt_webui
skillopt_webuihttps://github.com/nomanker/SkillOpt/tree/main/skillopt_webui
.env.examplehttps://github.com/nomanker/SkillOpt/blob/main/.env.example
.env.examplehttps://github.com/nomanker/SkillOpt/blob/main/.env.example
.gitignorehttps://github.com/nomanker/SkillOpt/blob/main/.gitignore
.gitignorehttps://github.com/nomanker/SkillOpt/blob/main/.gitignore
CONTRIBUTING.mdhttps://github.com/nomanker/SkillOpt/blob/main/CONTRIBUTING.md
CONTRIBUTING.mdhttps://github.com/nomanker/SkillOpt/blob/main/CONTRIBUTING.md
LICENSEhttps://github.com/nomanker/SkillOpt/blob/main/LICENSE
LICENSEhttps://github.com/nomanker/SkillOpt/blob/main/LICENSE
README.mdhttps://github.com/nomanker/SkillOpt/blob/main/README.md
README.mdhttps://github.com/nomanker/SkillOpt/blob/main/README.md
SECURITY.mdhttps://github.com/nomanker/SkillOpt/blob/main/SECURITY.md
SECURITY.mdhttps://github.com/nomanker/SkillOpt/blob/main/SECURITY.md
index.htmlhttps://github.com/nomanker/SkillOpt/blob/main/index.html
index.htmlhttps://github.com/nomanker/SkillOpt/blob/main/index.html
mkdocs.ymlhttps://github.com/nomanker/SkillOpt/blob/main/mkdocs.yml
mkdocs.ymlhttps://github.com/nomanker/SkillOpt/blob/main/mkdocs.yml
pyproject.tomlhttps://github.com/nomanker/SkillOpt/blob/main/pyproject.toml
pyproject.tomlhttps://github.com/nomanker/SkillOpt/blob/main/pyproject.toml
requirements.txthttps://github.com/nomanker/SkillOpt/blob/main/requirements.txt
requirements.txthttps://github.com/nomanker/SkillOpt/blob/main/requirements.txt
skillopt.htmlhttps://github.com/nomanker/SkillOpt/blob/main/skillopt.html
skillopt.htmlhttps://github.com/nomanker/SkillOpt/blob/main/skillopt.html
READMEhttps://github.com/nomanker/SkillOpt
Contributinghttps://github.com/nomanker/SkillOpt
Licensehttps://github.com/nomanker/SkillOpt
Securityhttps://github.com/nomanker/SkillOpt
https://github.com/nomanker/SkillOpt#skillopt-executive-strategy-for-self-evolving-agent-skills
https://microsoft.github.io/SkillOpt/
https://arxiv.org/abs/2605.23904
https://youtu.be/JUBMDTCiM0M
https://www.python.org/
https://github.com/nomanker/SkillOpt/blob/main/LICENSE
https://github.com/nomanker/SkillOpt#overview
paperhttps://arxiv.org/abs/2605.23904
project pagehttps://microsoft.github.io/SkillOpt/
docs/https://github.com/nomanker/SkillOpt/blob/main/docs
https://github.com/nomanker/SkillOpt#-demo-video
▶ Watch the full demo on YouTubehttps://youtu.be/JUBMDTCiM0M
https://github.com/nomanker/SkillOpt#install
https://github.com/nomanker/SkillOpt#requirements
https://github.com/nomanker/SkillOpt#configure-api-credentials
https://github.com/nomanker/SkillOpt#azure-openai-recommended
https://github.com/nomanker/SkillOpt#openai-compatible-endpoints
https://github.com/nomanker/SkillOpt#anthropic-claude
https://github.com/nomanker/SkillOpt#qwen-local-vllm
https://github.com/nomanker/SkillOpt#minimax
https://github.com/nomanker/SkillOpt#quick-start
https://github.com/nomanker/SkillOpt#training
https://github.com/nomanker/SkillOpt#eval-only
https://github.com/nomanker/SkillOpt#output-structure
https://github.com/nomanker/SkillOpt#pretrained-skill-artifacts
ckpt/https://github.com/nomanker/SkillOpt/blob/main/ckpt
ckpt/README.mdhttps://github.com/nomanker/SkillOpt/blob/main/ckpt/README.md
https://github.com/nomanker/SkillOpt#data-preparation
https://github.com/nomanker/SkillOpt#directory-layout
data/searchqa_id_split/https://github.com/nomanker/SkillOpt/blob/main/data/searchqa_id_split
https://github.com/nomanker/SkillOpt#supported-benchmarks
https://github.com/nomanker/SkillOpt#configuration
https://github.com/nomanker/SkillOpt#default-settings-and-paper-reproduction-knobs
https://github.com/nomanker/SkillOpt#slow-update-acceptance-mode
https://github.com/nomanker/SkillOpt#gate-metric-hard--soft--mixed
https://github.com/nomanker/SkillOpt#optional-feature-configs
configs/features/soft_gate.yamlhttps://github.com/nomanker/SkillOpt/blob/main/configs/features/soft_gate.yaml
@lvbaochenghttps://github.com/lvbaocheng
https://github.com/nomanker/SkillOpt#extensibility--webui
https://github.com/nomanker/SkillOpt#adding-a-new-backend
docs/guide/new-backend.mdhttps://github.com/nomanker/SkillOpt/blob/main/docs/guide/new-backend.md
https://github.com/nomanker/SkillOpt#adding-a-new-benchmark
docs/guide/new-benchmark.mdhttps://github.com/nomanker/SkillOpt/blob/main/docs/guide/new-benchmark.md
https://github.com/nomanker/SkillOpt#webui
https://github.com/nomanker/SkillOpt#citation
aka.ms/skillopthttps://aka.ms/skillopt
Readme https://github.com/nomanker/SkillOpt#readme-ov-file
MIT license https://github.com/nomanker/SkillOpt#MIT-1-ov-file
Contributing https://github.com/nomanker/SkillOpt#contributing-ov-file
Security policy https://github.com/nomanker/SkillOpt#security-ov-file
Please reload this pagehttps://github.com/nomanker/SkillOpt
Activityhttps://github.com/nomanker/SkillOpt/activity
0 forkshttps://github.com/nomanker/SkillOpt/forks
Report repository https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fnomanker%2FSkillOpt&report=nomanker+%28user%29
Releaseshttps://github.com/nomanker/SkillOpt/releases
Packages 0https://github.com/users/nomanker/packages?repo_name=SkillOpt
Please reload this pagehttps://github.com/nomanker/SkillOpt
Contributorshttps://github.com/nomanker/SkillOpt/graphs/contributors
Please reload this pagehttps://github.com/nomanker/SkillOpt
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.