{"schemaVersion":"opencli.cli.v1","slug":"pi-tinker","name":"pi-tinker","shortName":"pi-tinker","binaryName":"pi-tinker","maker":{"slug":"gvkhosla","name":"Geet Khosla","type":"individual","url":"https://github.com/gvkhosla","officialPlatformMaker":false,"featuredBuilder":false},"category":"AI","description":"Fine-tune Tinker models from Pi, inkling sft, and eval checkpoints from the terminal. Built by Geet Khosla. Start with `pi install git:github.com/gvkhosla/pi-tinker` and go from there.","tagline":"Fine-tune Tinker models from Pi, inkling sft, and eval checkpoints from the terminal.","install":{"packageManager":"curl","command":"pi install git:github.com/gvkhosla/pi-tinker","packageName":null,"npmPackage":null,"brewFormula":null,"brewCask":null,"crateName":null,"pypiPackage":null,"goPackage":null,"dockerImage":null},"verify":{"command":"pi-tinker --help","signal":"pi-tinker responds locally; authenticate before real work."},"quickStart":"/tinker demo","exampleWorkflow":["pi install git:github.com/gvkhosla/pi-tinker","export TINKER_API_KEY=...","/tinker doctor"],"agent":{"readiness":{"label":"Human-first CLI","score":35,"reasons":["Supports non-interactive/scripted use."],"guardrails":["Prefer small commands and ask the agent to summarize plain text output.","Verify identity/account before running task commands.","Network access is required; avoid leaking secrets in logs.","Start read-only, then ask before mutations."]},"packUrl":"https://opencli.co/cli/pi-tinker/agent.md","packMarkdown":"# OpenCLI Agent Pack: pi-tinker\n\nUse this when an AI agent needs to work with `pi-tinker`.\n\n## What this CLI is for\nFine-tune Tinker models from Pi, inkling sft, and eval checkpoints from the terminal. Built by Geet Khosla. Start with `pi install git:github.com/gvkhosla/pi-tinker` and go from there.\n\nBest for: fine-tune tinker models from pi, inkling sft, and eval checkpoints from the terminal.\n\n## Agent readiness\nHuman-first CLI (35/100)\n- Supports non-interactive/scripted use.\n\n## Install\n```sh\npi install git:github.com/gvkhosla/pi-tinker\n```\n\n## Verify before real work\n```sh\npi-tinker --help\n```\nExpected signal: pi-tinker responds locally; authenticate before real work.\n\n## Safe starting commands\n```sh\npi-tinker --help\n```\n\n```sh\n/tinker demo\n```\n\n```sh\npi install git:github.com/gvkhosla/pi-tinker\n```\n\n```sh\nexport TINKER_API_KEY=...\n```\n\n```sh\n/tinker doctor\n```\n\n## Guardrails for agents\n- Prefer small commands and ask the agent to summarize plain text output.\n- Verify identity/account before running task commands.\n- Network access is required; avoid leaking secrets in logs.\n- Start read-only, then ask before mutations.\n\n## Suggested agent instruction\nYou may use pi-tinker (`pi-tinker`) for fine-tune tinker models from pi, inkling sft, and eval checkpoints from the terminal.. First install it if missing, then run the verify command. Start with read-only or inspection commands. Summarize what you found before changing anything. Ask for confirmation before commands that mutate remote state, spend money, deploy, delete data, merge code, or expose secrets.\n\nSource: OpenCLI\n"},"fit":{"bestFor":"fine-tune tinker models from pi, inkling sft, and eval checkpoints from the terminal.","useThisIf":"You work with AI models and inference and want a fast terminal interface.","skipIf":"You need something that works offline or without an account.","whatHappensNext":"Run `export TINKER_API_KEY=...` to see it in action."},"capabilities":{"agentFriendly":true,"supportsJsonOutput":false,"supportsNonInteractive":true,"supportsDryRun":false,"requiresAuth":true,"requiresNetwork":true,"ciFriendly":false,"localFirst":false,"destructivePotential":"medium"},"taxonomy":{"useCases":["Fine-tune Tinker models from Pi","Inkling SFT","Eval checkpoints"],"aliases":["tinker pi","pi tinker"],"keywords":["tinker","fine-tune","inkling","sft"],"tags":["agent-friendly","pi"]},"links":{"website":"https://github.com/gvkhosla/pi-tinker","github":"https://github.com/gvkhosla/pi-tinker","docs":"https://github.com/gvkhosla/pi-tinker","opencli":"https://opencli.co/cli/pi-tinker","markdown":"https://opencli.co/cli/pi-tinker/agent.md","json":"https://opencli.co/cli/pi-tinker.json"},"metrics":{"githubStars":null,"latestRelease":null,"license":null,"metricLabel":null,"metricValue":null,"metricSource":null,"metricAsOf":null}}