Open doc-grounded pull requests
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SPIRITT
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Code against today's docs
SPIRITT pulls current, version-specific documentation from Context7 before it writes a line. Upgrades, migrations and new builds follow the patterns your libraries recommend today, and land as tested pull requests.
What you can do with Context7.
Version-exact answers
Resolve any library to its Context7 ID and pull docs and examples for the version you actually run.
Upgrades without guesswork
Check breaking changes and new APIs in current docs before SPIRITT edits code and opens the pull request.
Builds on current patterns
New apps, integrations and scripts follow the framework's latest recommended usage instead of stale examples.
Works with your other apps.
Get started in three steps.
01
Open your workspace
Start a SPIRITT workspace for engineering work and point it at the repositories you want to build or upgrade.
02
Connect Context7
Connect Context7 alongside GitHub, GitLab or Vercel so documentation, code and deployment sit in one loop.
03
Delegate an outcome
Name the upgrade, migration or feature and the versions in play. SPIRITT reads the matching docs, ships the change and cites its sources.
Hand over a mission.
Choose a mission. Make it yours.
Put Context7 to work.
Code against today's docs
Questions
Context7, with SPIRITT.
01What does Context7 add?+
Up-to-date, version-specific documentation and code examples for programming libraries and frameworks, pulled at the moment SPIRITT needs them.
02Which libraries are covered?+
Any library Context7 indexes. SPIRITT resolves the package name to its Context7 library ID, then queries the exact topic.
03Does SPIRITT ship the code too?+
Yes. SPIRITT writes, tests and opens pull requests in your connected repositories, with current docs grounding each change.
04How does it help with upgrades?+
It reads the docs for the version you run and the one you are moving to, then plans and applies the changes between them.
05Can it keep internal docs current?+
Yes. It compares snippets in your guides with current library docs and rewrites the ones that drifted.
06Do I paste documentation into chat?+
No. SPIRITT queries Context7 directly for the library, version and topic it is working on.