generated: '2026-07-18'
method: searched
source: https://docs.chalk.ai/cli/chalk
binary: chalk
install:
- platform: linux/macos
  command: curl -s -L https://api.chalk.ai/install.sh | sh
- platform: windows
  command: download https://storage.googleapis.com/cli-go.chalk-prod.chalk.ai/latest/chalk-windows-amd64
command_groups:
- group: setup
  commands: [login, config, init, project, environment]
- group: basic
  commands: [apply, query, lint, delete]
- group: batch_jobs
  commands: [trigger, incremental, aggregate, jobs, workflows]
- group: tasks
  commands: [task run, task cancel, task get]
- group: scheduled
  commands: [scheduled-resolver, scheduled-query]
- group: datasets
  commands: [dataset list, dataset get, dataset download, dataset upload]
- group: dev_tools
  commands: [topic push, diff, source, branch, shell]
- group: benchmarking
  commands: [benchmark run, benchmark upload, benchmark download]
- group: information
  commands: [resolvers, features, logs, healthcheck, pods]
- group: codegen
  commands: [codegen python, codegen go, codegen java, codegen typescript]
key_flows:
- flow: authenticate
  detail: "chalk login (browser) mints client_id/client_secret; chalk token returns a Bearer access token"
- flow: deploy
  detail: "chalk apply deploys feature/resolver definitions; chalk branch creates isolated branch deployments"
- flow: query
  detail: "chalk query fetches feature values from the online store"