René's URL Explorer Experiment


Title: GitHub - laithalsaadoon/atif-sql: ATIF-native analytics over Claude Code agent trajectories: convert sessions to ATIF, materialize a corpus, query it with DuckDB. · GitHub

Open Graph Title: GitHub - laithalsaadoon/atif-sql: ATIF-native analytics over Claude Code agent trajectories: convert sessions to ATIF, materialize a corpus, query it with DuckDB.

X Title: GitHub - laithalsaadoon/atif-sql: ATIF-native analytics over Claude Code agent trajectories: convert sessions to ATIF, materialize a corpus, query it with DuckDB.

Description: ATIF-native analytics over Claude Code agent trajectories: convert sessions to ATIF, materialize a corpus, query it with DuckDB. - laithalsaadoon/atif-sql

Open Graph Description: ATIF-native analytics over Claude Code agent trajectories: convert sessions to ATIF, materialize a corpus, query it with DuckDB. - laithalsaadoon/atif-sql

X Description: ATIF-native analytics over Claude Code agent trajectories: convert sessions to ATIF, materialize a corpus, query it with DuckDB. - laithalsaadoon/atif-sql

Opengraph URL: https://github.com/laithalsaadoon/atif-sql

X: @github

direct link

Domain: github.com

react-profiling0
react-import-mapreact,react-dom,react-dom/client,react-dom/profiling,react-is,react-reconciler,react/compiler-runtime,react/jsx-dev-runtime,react/jsx-runtime,scheduler@d5750093facf
route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:ac37f846-ef95-3277-a576-ab526fd4c4e3
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-idC66E:21A83E:5702F9:70C8E1:6AED2915
html-safe-noncee09774ecd85bcd507437f6031c2622257a1431d6b1d0cb00eb10a68944ab91d4
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJDNjZFOjIxQTgzRTo1NzAyRjk6NzBDOEUxOjZBRUQyOTE1IiwidmlzaXRvcl9pZCI6IjI1OTc3MTM1NDM3NDEzODQ5ODEiLCJyZWdpb25fZWRnZSI6ImlhZCIsInJlZ2lvbl9yZW5kZXIiOiJpYWQifQ==
visitor-hmac8c93a304e03194f9be0c9e8c8f9414ed7f5a46035a791192b706e6d78330df26
hovercard-subject-tagrepository:1350026290
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/laithalsaadoon/atif-sql
twitter:imagehttps://opengraph.githubassets.com/aa3ebea7e5c08f1576c21ff1b9ba816e62c5268ca8e7199a07b8ea4dc909661b/laithalsaadoon/atif-sql
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/aa3ebea7e5c08f1576c21ff1b9ba816e62c5268ca8e7199a07b8ea4dc909661b/laithalsaadoon/atif-sql
og:image:altATIF-native analytics over Claude Code agent trajectories: convert sessions to ATIF, materialize a corpus, query it with DuckDB. - laithalsaadoon/atif-sql
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
None9d95365dda0576efe9b71f45807595e396bd0ca9286fba5367a05048e6ddf8f2
turbo-cache-controlno-cache
go-importgithub.com/laithalsaadoon/atif-sql git https://github.com/laithalsaadoon/atif-sql.git
octolytics-dimension-user_id9553966
octolytics-dimension-user_loginlaithalsaadoon
octolytics-dimension-repository_id1350026290
octolytics-dimension-repository_nwolaithalsaadoon/atif-sql
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forkfalse
octolytics-dimension-repository_network_root_id1350026290
octolytics-dimension-repository_network_root_nwolaithalsaadoon/atif-sql
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
release98b41fa4b5635ceb45a4c54320fced73817ff290
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://github.com/laithalsaadoon/atif-sql#start-of-content
https://github.com/
Sign inhttps://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Flaithalsaadoon%2Fatif-sql
GitHubRepository hosting, code review, and collaborationhttps://github.com/platform
CopilotAI coding agent for tasks, projects, and automated workhttps://github.com/features/copilot
ActionsCI/CD and automationhttps://github.com/features/actions
Code QualityQuality analysis, fixes, and enforcementhttps://github.com/features/code-quality
CodespacesCloud development environmentshttps://github.com/features/codespaces
Code SecurityVulnerability detection and remediationhttps://github.com/security/advanced-security/code-security
Secret ProtectionSecret scanning and leak preventionhttps://github.com/security/advanced-security/secret-protection
All Featureshttps://github.com/features
Documentationhttps://docs.github.com/en
Traininghttps://learn.github.com/skills
Certificationshttps://learn.github.com/credentials
Build with Copilothttps://github.com/features/ai
Customize Copilothttps://docs.github.com/en/copilot/how-tos/copilot-on-github/customize-copilot/customize-copilot-overview
Integrationshttps://github.com/marketplace
Trending reposhttps://github.com/trending
GitHub Sponsorshttps://github.com/open-source/sponsors
Developer articleshttps://github.com/resources/articles
ChangelogYour source for the latest features, improvements, and fixes across GitHub products, all in one place.https://github.blog/changelog/
Enterpriseshttps://github.com/enterprise
Teamhttps://github.com/team
Startupshttps://github.com/enterprise/startups
Nonprofitshttps://github.com/solutions/industry/nonprofits
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
See all industrieshttps://github.com/solutions/industry
Why GitHubhttps://github.com/why-github
Customer Storieshttps://github.com/customer-stories
Business insightshttps://github.com/solutions/executive-insights
Trust Centerhttps://github.com/trust-center
GitHub Advanced SecurityEnterprise-grade code securityhttps://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
Documentationhttps://docs.github.com/en
Resource centerhttps://github.com/resources
Bloghttps://github.blog/
Events & webinarshttps://github.com/resources/events
Community Forumhttps://github.com/orgs/community/discussions
Customer Storieshttps://github.com/customer-stories
Integrationshttps://github.com/marketplace
Customer supporthttps://help.github.com/
Traininghttps://learn.github.com/skills
GitHub Statushttps://www.githubstatus.com/
Abouthttps://github.com/about
Partnershttps://github.com/partners
Changeloghttps://github.blog/changelog/
GitHub UniverseThe event for developers, by developers — talks, workshops, and what’s next for GitHub.https://githubuniverse.com/
Pricinghttps://github.com/pricing
Sign inhttps://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Flaithalsaadoon%2Fatif-sql
Sign uphttps://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=laithalsaadoon%2Fatif-sql
Reloadhttps://github.com/laithalsaadoon/atif-sql
Reloadhttps://github.com/laithalsaadoon/atif-sql
Reloadhttps://github.com/laithalsaadoon/atif-sql
laithalsaadoonhttps://github.com/laithalsaadoon
atif-sqlhttps://github.com/laithalsaadoon/atif-sql
Codehttps://github.com/laithalsaadoon/atif-sql
Issueshttps://github.com/laithalsaadoon/atif-sql/issues
Pull requestshttps://github.com/laithalsaadoon/atif-sql/pulls
Actionshttps://github.com/laithalsaadoon/atif-sql/actions
Projectshttps://github.com/laithalsaadoon/atif-sql/projects
Security and qualityhttps://github.com/laithalsaadoon/atif-sql/security
Insightshttps://github.com/laithalsaadoon/atif-sql/pulse
https://github.com/laithalsaadoon/atif-sql
atif-sqlhttps://github.com/laithalsaadoon/atif-sql
Notificationshttps://github.com/login?return_to=%2Flaithalsaadoon%2Fatif-sql
Fork0 (0)https://github.com/login?return_to=%2Flaithalsaadoon%2Fatif-sql
Star6 (6)https://github.com/login?return_to=%2Flaithalsaadoon%2Fatif-sql
laithalsaadoon.github.io/atif-sql/https://laithalsaadoon.github.io/atif-sql/
agent-trajectorieshttps://github.com/topics/agent-trajectories
analyticshttps://github.com/topics/analytics
atifhttps://github.com/topics/atif
claude-codehttps://github.com/topics/claude-code
clihttps://github.com/topics/cli
duckdbhttps://github.com/topics/duckdb
observabilityhttps://github.com/topics/observability
pythonhttps://github.com/topics/python
Readmehttps://github.com/laithalsaadoon/atif-sql#readme-ov-file
Apache-2.0 licensehttps://github.com/laithalsaadoon/atif-sql#Apache-2.0-1-ov-file
Contributinghttps://github.com/laithalsaadoon/atif-sql#contributing-ov-file
Security policyhttps://github.com/laithalsaadoon/atif-sql#security-ov-file
Activityhttps://github.com/laithalsaadoon/atif-sql/activity
0 forkshttps://github.com/laithalsaadoon/atif-sql/forks
Report repositoryhttps://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Flaithalsaadoon%2Fatif-sql&report=laithalsaadoon+%28user%29
Brancheshttps://github.com/laithalsaadoon/atif-sql/branches
Tagshttps://github.com/laithalsaadoon/atif-sql/tags
https://github.com/laithalsaadoon/atif-sql/branches
https://github.com/laithalsaadoon/atif-sql/tags
132 Commitshttps://github.com/laithalsaadoon/atif-sql/commits/main/
https://github.com/laithalsaadoon/atif-sql/commits/main/
.githubhttps://github.com/laithalsaadoon/atif-sql/tree/main/.github
.githubhttps://github.com/laithalsaadoon/atif-sql/tree/main/.github
.valehttps://github.com/laithalsaadoon/atif-sql/tree/main/.vale
.valehttps://github.com/laithalsaadoon/atif-sql/tree/main/.vale
docshttps://github.com/laithalsaadoon/atif-sql/tree/main/docs
docshttps://github.com/laithalsaadoon/atif-sql/tree/main/docs
fuzzhttps://github.com/laithalsaadoon/atif-sql/tree/main/fuzz
fuzzhttps://github.com/laithalsaadoon/atif-sql/tree/main/fuzz
packageshttps://github.com/laithalsaadoon/atif-sql/tree/main/packages
packageshttps://github.com/laithalsaadoon/atif-sql/tree/main/packages
scriptshttps://github.com/laithalsaadoon/atif-sql/tree/main/scripts
scriptshttps://github.com/laithalsaadoon/atif-sql/tree/main/scripts
securityhttps://github.com/laithalsaadoon/atif-sql/tree/main/security
securityhttps://github.com/laithalsaadoon/atif-sql/tree/main/security
sitehttps://github.com/laithalsaadoon/atif-sql/tree/main/site
sitehttps://github.com/laithalsaadoon/atif-sql/tree/main/site
.editorconfighttps://github.com/laithalsaadoon/atif-sql/blob/main/.editorconfig
.editorconfighttps://github.com/laithalsaadoon/atif-sql/blob/main/.editorconfig
.gitignorehttps://github.com/laithalsaadoon/atif-sql/blob/main/.gitignore
.gitignorehttps://github.com/laithalsaadoon/atif-sql/blob/main/.gitignore
.python-versionhttps://github.com/laithalsaadoon/atif-sql/blob/main/.python-version
.python-versionhttps://github.com/laithalsaadoon/atif-sql/blob/main/.python-version
.vale-baseline.jsonhttps://github.com/laithalsaadoon/atif-sql/blob/main/.vale-baseline.json
.vale-baseline.jsonhttps://github.com/laithalsaadoon/atif-sql/blob/main/.vale-baseline.json
.vale.inihttps://github.com/laithalsaadoon/atif-sql/blob/main/.vale.ini
.vale.inihttps://github.com/laithalsaadoon/atif-sql/blob/main/.vale.ini
AGENTS.mdhttps://github.com/laithalsaadoon/atif-sql/blob/main/AGENTS.md
AGENTS.mdhttps://github.com/laithalsaadoon/atif-sql/blob/main/AGENTS.md
CHANGELOG.mdhttps://github.com/laithalsaadoon/atif-sql/blob/main/CHANGELOG.md
CHANGELOG.mdhttps://github.com/laithalsaadoon/atif-sql/blob/main/CHANGELOG.md
CLAUDE.mdhttps://github.com/laithalsaadoon/atif-sql/blob/main/CLAUDE.md
CLAUDE.mdhttps://github.com/laithalsaadoon/atif-sql/blob/main/CLAUDE.md
CONTRIBUTING.mdhttps://github.com/laithalsaadoon/atif-sql/blob/main/CONTRIBUTING.md
CONTRIBUTING.mdhttps://github.com/laithalsaadoon/atif-sql/blob/main/CONTRIBUTING.md
LICENSEhttps://github.com/laithalsaadoon/atif-sql/blob/main/LICENSE
LICENSEhttps://github.com/laithalsaadoon/atif-sql/blob/main/LICENSE
README.mdhttps://github.com/laithalsaadoon/atif-sql/blob/main/README.md
README.mdhttps://github.com/laithalsaadoon/atif-sql/blob/main/README.md
RELEASING.mdhttps://github.com/laithalsaadoon/atif-sql/blob/main/RELEASING.md
RELEASING.mdhttps://github.com/laithalsaadoon/atif-sql/blob/main/RELEASING.md
SECURITY.mdhttps://github.com/laithalsaadoon/atif-sql/blob/main/SECURITY.md
SECURITY.mdhttps://github.com/laithalsaadoon/atif-sql/blob/main/SECURITY.md
codecov.ymlhttps://github.com/laithalsaadoon/atif-sql/blob/main/codecov.yml
codecov.ymlhttps://github.com/laithalsaadoon/atif-sql/blob/main/codecov.yml
lefthook.ymlhttps://github.com/laithalsaadoon/atif-sql/blob/main/lefthook.yml
lefthook.ymlhttps://github.com/laithalsaadoon/atif-sql/blob/main/lefthook.yml
lychee.tomlhttps://github.com/laithalsaadoon/atif-sql/blob/main/lychee.toml
lychee.tomlhttps://github.com/laithalsaadoon/atif-sql/blob/main/lychee.toml
mise.lockhttps://github.com/laithalsaadoon/atif-sql/blob/main/mise.lock
mise.lockhttps://github.com/laithalsaadoon/atif-sql/blob/main/mise.lock
mise.tomlhttps://github.com/laithalsaadoon/atif-sql/blob/main/mise.toml
mise.tomlhttps://github.com/laithalsaadoon/atif-sql/blob/main/mise.toml
osv-scanner.tomlhttps://github.com/laithalsaadoon/atif-sql/blob/main/osv-scanner.toml
osv-scanner.tomlhttps://github.com/laithalsaadoon/atif-sql/blob/main/osv-scanner.toml
pyproject.tomlhttps://github.com/laithalsaadoon/atif-sql/blob/main/pyproject.toml
pyproject.tomlhttps://github.com/laithalsaadoon/atif-sql/blob/main/pyproject.toml
uv.lockhttps://github.com/laithalsaadoon/atif-sql/blob/main/uv.lock
uv.lockhttps://github.com/laithalsaadoon/atif-sql/blob/main/uv.lock
READMEhttps://github.com/laithalsaadoon/atif-sql
Contributinghttps://github.com/laithalsaadoon/atif-sql
Apache-2.0 licensehttps://github.com/laithalsaadoon/atif-sql
Securityhttps://github.com/laithalsaadoon/atif-sql
https://github.com/laithalsaadoon/atif-sql#atif-sql
https://github.com/laithalsaadoon/atif-sql/actions/workflows/check.yml
https://github.com/laithalsaadoon/atif-sql/actions/workflows/security.yml
https://github.com/laithalsaadoon/atif-sql/actions/workflows/codeql.yml
https://github.com/laithalsaadoon/atif-sql/actions/workflows/scorecard.yml
https://scorecard.dev/viewer/?uri=github.com/laithalsaadoon/atif-sql
https://camo.githubusercontent.com/faacbc9df0706b66a95e9550a776676c0bf7a1d0fac7e35f5c83e1402c71b2a9/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f707974686f6e2d332e31332532422d626c75652e737667
https://github.com/laithalsaadoon/atif-sql/blob/main/LICENSE
https://github.com/laude-institute/harborhttps://github.com/laude-institute/harbor
https://github.com/laithalsaadoon/atif-sql#install
Search without sending text off the machinehttps://github.com/laithalsaadoon/atif-sql#search-without-sending-text-off-the-machine
RELEASING.mdhttps://github.com/laithalsaadoon/atif-sql/blob/main/RELEASING.md
https://github.com/laithalsaadoon/atif-sql#what-you-can-do
the CLI referencehttps://github.com/laithalsaadoon/atif-sql/blob/main/docs/reference/cli.md
atif-sql materializehttps://github.com/laithalsaadoon/atif-sql/blob/main/docs/reference/cli.md#materialize
atif-sql materialize --agent codexhttps://github.com/laithalsaadoon/atif-sql/blob/main/docs/reference/cli.md#materialize
atif-sql convert https://github.com/laithalsaadoon/atif-sql/blob/main/docs/reference/cli.md#convert
atif-sql statushttps://github.com/laithalsaadoon/atif-sql/blob/main/docs/reference/cli.md#status
atif-sql lake rebuildhttps://github.com/laithalsaadoon/atif-sql/blob/main/docs/reference/cli.md#lake-rebuild
atif-sql lake verifyhttps://github.com/laithalsaadoon/atif-sql/blob/main/docs/reference/cli.md#lake-verify
atif-sql lake statushttps://github.com/laithalsaadoon/atif-sql/blob/main/docs/reference/cli.md#lake-status
atif-sql lake compacthttps://github.com/laithalsaadoon/atif-sql/blob/main/docs/reference/cli.md#lake-compact
atif-sql schemahttps://github.com/laithalsaadoon/atif-sql/blob/main/docs/reference/cli.md#schema
atif-sql exampleshttps://github.com/laithalsaadoon/atif-sql/blob/main/docs/reference/cli.md#examples
atif-sql query ''https://github.com/laithalsaadoon/atif-sql/blob/main/docs/reference/cli.md#query
atif-sql query --all-corpora 'SELECT agent, count(*) FROM sessions GROUP BY agent'https://github.com/laithalsaadoon/atif-sql/blob/main/docs/reference/cli.md#query
atif-sql query 'SELECT * FROM tool_rank(30) LIMIT 10'https://github.com/laithalsaadoon/atif-sql/blob/main/docs/reference/cli.md#query
atif-sql query 'SELECT * FROM cost_estimate((SELECT session_id FROM sessions LIMIT 1)) LIMIT 10'https://github.com/laithalsaadoon/atif-sql/blob/main/docs/reference/cli.md#query
atif-sql query 'SELECT * FROM friction_counts(30) LIMIT 10'https://github.com/laithalsaadoon/atif-sql/blob/main/docs/reference/cli.md#query
atif-sql analyzehttps://github.com/laithalsaadoon/atif-sql/blob/main/docs/reference/cli.md#analyze
atif-sql embed --limit 100 --dry-runhttps://github.com/laithalsaadoon/atif-sql/blob/main/docs/reference/cli.md#embed
atif-sql search ''https://github.com/laithalsaadoon/atif-sql/blob/main/docs/reference/cli.md#search
atif-sql embed --limit 200https://github.com/laithalsaadoon/atif-sql/blob/main/docs/reference/cli.md#embed
atif-sql search --all-corpora ''https://github.com/laithalsaadoon/atif-sql/blob/main/docs/reference/cli.md#search
atif-sql corpus slimhttps://github.com/laithalsaadoon/atif-sql/blob/main/docs/reference/cli.md#corpus-slim
atif-sql cron install --script https://github.com/laithalsaadoon/atif-sql/blob/main/docs/reference/cli.md#cron-install
atif-sql cron status --script https://github.com/laithalsaadoon/atif-sql/blob/main/docs/reference/cli.md#cron-status
https://github.com/laithalsaadoon/atif-sql#how-the-source-is-organized
What you can dohttps://github.com/laithalsaadoon/atif-sql#what-you-can-do
https://github.com/laithalsaadoon/atif-sql#quick-start
https://github.com/laithalsaadoon/atif-sql#codex-cli-transcripts
https://github.com/laithalsaadoon/atif-sql#search-without-sending-text-off-the-machine
EmbeddingGemma 2https://huggingface.co/google/embeddinggemma-2
Installhttps://github.com/laithalsaadoon/atif-sql#install
https://github.com/laithalsaadoon/atif-sql#agent-workflow-schema--examples--query
https://github.com/laithalsaadoon/atif-sql#contributing
CONTRIBUTING.mdhttps://github.com/laithalsaadoon/atif-sql/blob/main/CONTRIBUTING.md
RELEASING.mdhttps://github.com/laithalsaadoon/atif-sql/blob/main/RELEASING.md
https://github.com/laithalsaadoon/atif-sql#security
GitHub's advisory formhttps://github.com/laithalsaadoon/atif-sql/security/advisories/new
SECURITY.mdhttps://github.com/laithalsaadoon/atif-sql/blob/main/SECURITY.md
docs/reference/cli.mdhttps://github.com/laithalsaadoon/atif-sql/blob/main/docs/reference/cli.md#query
https://github.com/laithalsaadoon/atif-sql#license
Apache License 2.0https://github.com/laithalsaadoon/atif-sql/blob/main/LICENSE
laithalsaadoon.github.io/atif-sql/https://laithalsaadoon.github.io/atif-sql/
agent-trajectorieshttps://github.com/topics/agent-trajectories
analyticshttps://github.com/topics/analytics
atifhttps://github.com/topics/atif
claude-codehttps://github.com/topics/claude-code
clihttps://github.com/topics/cli
duckdbhttps://github.com/topics/duckdb
observabilityhttps://github.com/topics/observability
pythonhttps://github.com/topics/python
Readmehttps://github.com/laithalsaadoon/atif-sql#readme-ov-file
Apache-2.0 licensehttps://github.com/laithalsaadoon/atif-sql#Apache-2.0-1-ov-file
Contributinghttps://github.com/laithalsaadoon/atif-sql#contributing-ov-file
Security policyhttps://github.com/laithalsaadoon/atif-sql#security-ov-file
Activityhttps://github.com/laithalsaadoon/atif-sql/activity
0 forkshttps://github.com/laithalsaadoon/atif-sql/forks
Report repositoryhttps://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Flaithalsaadoon%2Fatif-sql&report=laithalsaadoon+%28user%29
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.