René's URL Explorer Experiment


Title: GitHub - deepquant1601/taskgen: Task-based Agentic Framework using StrictJSON as the core · GitHub

Open Graph Title: GitHub - deepquant1601/taskgen: Task-based Agentic Framework using StrictJSON as the core

X Title: GitHub - deepquant1601/taskgen: Task-based Agentic Framework using StrictJSON as the core

Description: Task-based Agentic Framework using StrictJSON as the core - deepquant1601/taskgen

Open Graph Description: Task-based Agentic Framework using StrictJSON as the core - deepquant1601/taskgen

X Description: Task-based Agentic Framework using StrictJSON as the core - deepquant1601/taskgen

Opengraph URL: https://github.com/deepquant1601/taskgen

X: @github

direct link

Domain: github.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:6623c4d7-3c49-80ed-131b-9be42b60fc75
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-idCAC0:1B445F:900102:C34348:6A4ECBF0
html-safe-nonce5d74e71616e08e9cda36e8aabe2b6bb051895395d5de4c9c224280ab99c5ed5d
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJDQUMwOjFCNDQ1Rjo5MDAxMDI6QzM0MzQ4OjZBNEVDQkYwIiwidmlzaXRvcl9pZCI6IjYzNDYwMzA5MjI4NTMxNzQyNTYiLCJyZWdpb25fZWRnZSI6ImlhZCIsInJlZ2lvbl9yZW5kZXIiOiJpYWQifQ==
visitor-hmac79fbdbcc553a04b666c11a9dc4f07ee6a3c2fecd972aa361bc8e1d6e1c6dd92b
hovercard-subject-tagrepository:773406762
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/deepquant1601/taskgen
twitter:imagehttps://opengraph.githubassets.com/b386de794ee6043f8c85e03b5bf1f4d39d98ad2400d002e17b1ab7956e37e4b1/deepquant1601/taskgen
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/b386de794ee6043f8c85e03b5bf1f4d39d98ad2400d002e17b1ab7956e37e4b1/deepquant1601/taskgen
og:image:altTask-based Agentic Framework using StrictJSON as the core - deepquant1601/taskgen
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
None41b6ab3ba6d20a71766ac245b5a4a94c6fc672a9cd4da7d44c1b33ab8bf6a21c
turbo-cache-controlno-cache
go-importgithub.com/deepquant1601/taskgen git https://github.com/deepquant1601/taskgen.git
octolytics-dimension-user_id78935286
octolytics-dimension-user_logindeepquant1601
octolytics-dimension-repository_id773406762
octolytics-dimension-repository_nwodeepquant1601/taskgen
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forktrue
octolytics-dimension-repository_parent_id758766334
octolytics-dimension-repository_parent_nwosimbianai/taskgen
octolytics-dimension-repository_network_root_id758766334
octolytics-dimension-repository_network_root_nwosimbianai/taskgen
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
releasee6a744804e8e70f97b4d5a18a94dcc63db22f97a
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://github.com/deepquant1601/taskgen#start-of-content
https://github.com/
Sign in https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fdeepquant1601%2Ftaskgen
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/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%2Fdeepquant1601%2Ftaskgen
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=deepquant1601%2Ftaskgen
Reloadhttps://github.com/deepquant1601/taskgen
Reloadhttps://github.com/deepquant1601/taskgen
Reloadhttps://github.com/deepquant1601/taskgen
deepquant1601 https://github.com/deepquant1601
taskgenhttps://github.com/deepquant1601/taskgen
simbianai/taskgenhttps://github.com/simbianai/taskgen
Notifications https://github.com/login?return_to=%2Fdeepquant1601%2Ftaskgen
Fork 0 https://github.com/login?return_to=%2Fdeepquant1601%2Ftaskgen
Star 0 https://github.com/login?return_to=%2Fdeepquant1601%2Ftaskgen
Code https://github.com/deepquant1601/taskgen
Pull requests 0 https://github.com/deepquant1601/taskgen/pulls
Actions https://github.com/deepquant1601/taskgen/actions
Projects https://github.com/deepquant1601/taskgen/projects
Security and quality 0 https://github.com/deepquant1601/taskgen/security
Insights https://github.com/deepquant1601/taskgen/pulse
Code https://github.com/deepquant1601/taskgen
Pull requests https://github.com/deepquant1601/taskgen/pulls
Actions https://github.com/deepquant1601/taskgen/actions
Projects https://github.com/deepquant1601/taskgen/projects
Security and quality https://github.com/deepquant1601/taskgen/security
Insights https://github.com/deepquant1601/taskgen/pulse
https://github.com/deepquant1601/taskgen
Brancheshttps://github.com/deepquant1601/taskgen/branches
Tagshttps://github.com/deepquant1601/taskgen/tags
https://github.com/deepquant1601/taskgen/branches
https://github.com/deepquant1601/taskgen/tags
52 Commitshttps://github.com/deepquant1601/taskgen/commits/main/
https://github.com/deepquant1601/taskgen/commits/main/
contribhttps://github.com/deepquant1601/taskgen/tree/main/contrib
contribhttps://github.com/deepquant1601/taskgen/tree/main/contrib
resourceshttps://github.com/deepquant1601/taskgen/tree/main/resources
resourceshttps://github.com/deepquant1601/taskgen/tree/main/resources
taskgenhttps://github.com/deepquant1601/taskgen/tree/main/taskgen
taskgenhttps://github.com/deepquant1601/taskgen/tree/main/taskgen
.example.envhttps://github.com/deepquant1601/taskgen/blob/main/.example.env
.example.envhttps://github.com/deepquant1601/taskgen/blob/main/.example.env
.gitignorehttps://github.com/deepquant1601/taskgen/blob/main/.gitignore
.gitignorehttps://github.com/deepquant1601/taskgen/blob/main/.gitignore
LICENSEhttps://github.com/deepquant1601/taskgen/blob/main/LICENSE
LICENSEhttps://github.com/deepquant1601/taskgen/blob/main/LICENSE
README.mdhttps://github.com/deepquant1601/taskgen/blob/main/README.md
README.mdhttps://github.com/deepquant1601/taskgen/blob/main/README.md
Tutorial 0 - StrictJSON.ipynbhttps://github.com/deepquant1601/taskgen/blob/main/Tutorial%200%20-%20StrictJSON.ipynb
Tutorial 0 - StrictJSON.ipynbhttps://github.com/deepquant1601/taskgen/blob/main/Tutorial%200%20-%20StrictJSON.ipynb
Tutorial 1 - Agent.ipynbhttps://github.com/deepquant1601/taskgen/blob/main/Tutorial%201%20-%20Agent.ipynb
Tutorial 1 - Agent.ipynbhttps://github.com/deepquant1601/taskgen/blob/main/Tutorial%201%20-%20Agent.ipynb
Tutorial 2 - Hierarchical Agents.ipynbhttps://github.com/deepquant1601/taskgen/blob/main/Tutorial%202%20-%20Hierarchical%20Agents.ipynb
Tutorial 2 - Hierarchical Agents.ipynbhttps://github.com/deepquant1601/taskgen/blob/main/Tutorial%202%20-%20Hierarchical%20Agents.ipynb
Tutorial 3 - Shared Variables.ipynbhttps://github.com/deepquant1601/taskgen/blob/main/Tutorial%203%20-%20Shared%20Variables.ipynb
Tutorial 3 - Shared Variables.ipynbhttps://github.com/deepquant1601/taskgen/blob/main/Tutorial%203%20-%20Shared%20Variables.ipynb
Tutorial 4 - Memory.ipynbhttps://github.com/deepquant1601/taskgen/blob/main/Tutorial%204%20-%20Memory.ipynb
Tutorial 4 - Memory.ipynbhttps://github.com/deepquant1601/taskgen/blob/main/Tutorial%204%20-%20Memory.ipynb
changelog.txthttps://github.com/deepquant1601/taskgen/blob/main/changelog.txt
changelog.txthttps://github.com/deepquant1601/taskgen/blob/main/changelog.txt
pyproject.tomlhttps://github.com/deepquant1601/taskgen/blob/main/pyproject.toml
pyproject.tomlhttps://github.com/deepquant1601/taskgen/blob/main/pyproject.toml
requirements.txthttps://github.com/deepquant1601/taskgen/blob/main/requirements.txt
requirements.txthttps://github.com/deepquant1601/taskgen/blob/main/requirements.txt
setup.pyhttps://github.com/deepquant1601/taskgen/blob/main/setup.py
setup.pyhttps://github.com/deepquant1601/taskgen/blob/main/setup.py
READMEhttps://github.com/deepquant1601/taskgen
Licensehttps://github.com/deepquant1601/taskgen
https://github.com/deepquant1601/taskgen#taskgen-v100
https://github.com/deepquant1601/taskgen#a-task-based-agentic-framework-building-on-strictjson-outputs-by-llm-agents
https://github.com/tanchongmin/strictjsonhttps://github.com/tanchongmin/strictjson
https://www.youtube.com/watch?v=O_XyTT7QGH4https://www.youtube.com/watch?v=O_XyTT7QGH4
https://github.com/deepquant1601/taskgen#creators-preamble
https://github.com/deepquant1601/taskgen#benefits-of-json-messaging-over-agentic-frameworks-using-conversational-free-text-like-autogen
https://github.com/deepquant1601/taskgen#tutorials-and-community-support
https://discord.gg/bzp87AHJy5https://discord.gg/bzp87AHJy5
https://github.com/deepquant1601/taskgen#how-do-i-use-this
https://github.com/deepquant1601/taskgen#agent-basics
https://github.com/deepquant1601/taskgen#example-agent-creation
https://github.com/deepquant1601/taskgen#example-agent-task-running---split-the-assigned-task-into-subtasks-and-execute-each-of-them
https://github.com/deepquant1601/taskgen#example-agent-reply-to-user---reference-the-subtasks-output-to-answer-the-users-query
https://github.com/deepquant1601/taskgen#check-agents-status
https://github.com/deepquant1601/taskgen#4-functions
https://github.com/deepquant1601/taskgen#example-internal-llm-based-function
https://github.com/deepquant1601/taskgen#example-output
https://github.com/deepquant1601/taskgen#example-external-function
https://github.com/deepquant1601/taskgen#example-output-1
https://github.com/deepquant1601/taskgen#example-fn_description-inferred-from-type-hints-and-docstring-of-external-function
https://github.com/deepquant1601/taskgen#example-output-2
https://github.com/deepquant1601/taskgen#power-up-your-agents---bring-in-functions-aka-tools
https://github.com/deepquant1601/taskgen#inception-agents-within-agents
https://github.com/deepquant1601/taskgen#example-meta-agent-setup
https://github.com/deepquant1601/taskgen#run-the-meta-agent
https://github.com/deepquant1601/taskgen#shared-variables
https://github.com/deepquant1601/taskgen#example-input
https://github.com/deepquant1601/taskgen#example-output-3
https://github.com/deepquant1601/taskgen#example-external-function-accessing-shared-variables-advanced
https://github.com/deepquant1601/taskgen#memory
https://github.com/deepquant1601/taskgen#key-philosophy
https://github.com/deepquant1601/taskgen#use-memory-in-agents
https://github.com/deepquant1601/taskgen#memory-class
https://github.com/deepquant1601/taskgen#example-use-case
https://github.com/deepquant1601/taskgen#known-limitations
https://github.com/deepquant1601/taskgen#contributing-to-the-project
https://github.com/deepquant1601/taskgen#test-locally
https://github.com/deepquant1601/taskgen#submitting-a-pull-request
https://github.com/deepquant1601/taskgen#what-are-we-looking-out-for
Readme https://github.com/deepquant1601/taskgen#readme-ov-file
MIT license https://github.com/deepquant1601/taskgen#MIT-1-ov-file
Please reload this pagehttps://github.com/deepquant1601/taskgen
Activityhttps://github.com/deepquant1601/taskgen/activity
0 forkshttps://github.com/deepquant1601/taskgen/forks
Report repository https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fdeepquant1601%2Ftaskgen&report=deepquant1601+%28user%29
Releaseshttps://github.com/deepquant1601/taskgen/releases
Packages 0https://github.com/users/deepquant1601/packages?repo_name=taskgen
Please reload this pagehttps://github.com/deepquant1601/taskgen
Contributorshttps://github.com/deepquant1601/taskgen/graphs/contributors
Please reload this pagehttps://github.com/deepquant1601/taskgen
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.