{"schemaVersion":"opencli.cli.v1","slug":"pickbrain","name":"Pickbrain","shortName":"pickbrain","binaryName":"pickbrain","maker":{"slug":"gvkhosla","name":"Geet Khosla","type":"individual","url":"https://github.com/gvkhosla","officialPlatformMaker":false,"featuredBuilder":false},"category":"AI","description":"Recall past coding-agent sessions, search pi, codex, and claude history, and local semantic memory from the terminal. Built by Geet Khosla. Start with `pickbrain doctor` and go from there. Runs entirely on your machine.","tagline":"Recall past coding-agent sessions, search pi, codex, and claude history, and local semantic memory from the terminal.","install":{"packageManager":"curl","command":"git clone https://github.com/gvkhosla/pickbrain.git && cd pickbrain && make pickbrain-install","packageName":null,"npmPackage":null,"brewFormula":null,"brewCask":null,"crateName":null,"pypiPackage":null,"goPackage":null,"dockerImage":null},"verify":{"command":"pickbrain --version","signal":"pickbrain responds locally and is ready for the first real command."},"quickStart":"pickbrain -q --type pi auth middleware","exampleWorkflow":["pickbrain doctor","pickbrain -q --type pi auth middleware"],"agent":{"readiness":{"label":"Usable with guardrails","score":60,"reasons":["Supports non-interactive/scripted use.","Works well in CI or repeatable automation.","Can run locally with less credential exposure."],"guardrails":["Prefer small commands and ask the agent to summarize plain text output."]},"packUrl":"https://opencli.co/cli/pickbrain/agent.md","packMarkdown":"# OpenCLI Agent Pack: Pickbrain\n\nUse this when an AI agent needs to work with `pickbrain`.\n\n## What this CLI is for\nRecall past coding-agent sessions, search pi, codex, and claude history, and local semantic memory from the terminal. Built by Geet Khosla. Start with `pickbrain doctor` and go from there. Runs entirely on your machine.\n\nBest for: recall past coding-agent sessions, search pi, codex, and claude history, and local semantic memory from the terminal.\n\n## Agent readiness\nUsable with guardrails (60/100)\n- Supports non-interactive/scripted use.\n- Works well in CI or repeatable automation.\n- Can run locally with less credential exposure.\n\n## Install\n```sh\ngit clone https://github.com/gvkhosla/pickbrain.git && cd pickbrain && make pickbrain-install\n```\n\n## Verify before real work\n```sh\npickbrain --version\n```\nExpected signal: pickbrain responds locally and is ready for the first real command.\n\n## Safe starting commands\n```sh\npickbrain --version\n```\n\n```sh\npickbrain -q --type pi auth middleware\n```\n\n```sh\npickbrain doctor\n```\n\n## Guardrails for agents\n- Prefer small commands and ask the agent to summarize plain text output.\n\n## Suggested agent instruction\nYou may use Pickbrain (`pickbrain`) for recall past coding-agent sessions, search pi, codex, and claude history, and local semantic memory 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":"recall past coding-agent sessions, search pi, codex, and claude history, and local semantic memory from the terminal.","useThisIf":"You want AI models and inference that runs entirely on your machine.","skipIf":"You don't work with AI models and inference.","whatHappensNext":"Run `pickbrain -q --type pi auth middleware` to see it in action."},"capabilities":{"agentFriendly":true,"supportsJsonOutput":false,"supportsNonInteractive":true,"supportsDryRun":false,"requiresAuth":false,"requiresNetwork":false,"ciFriendly":true,"localFirst":true,"destructivePotential":"low"},"taxonomy":{"useCases":["Recall past coding-agent sessions","Search Pi, Codex, and Claude history","Local semantic memory"],"aliases":["witchcraft pickbrain"],"keywords":["recall","sessions","semantic","pi","memory"],"tags":["agent-friendly","local-first"]},"links":{"website":"https://github.com/gvkhosla/pickbrain","github":"https://github.com/gvkhosla/pickbrain","docs":"https://github.com/gvkhosla/pickbrain","opencli":"https://opencli.co/cli/pickbrain","markdown":"https://opencli.co/cli/pickbrain/agent.md","json":"https://opencli.co/cli/pickbrain.json"},"metrics":{"githubStars":null,"latestRelease":null,"license":null,"metricLabel":null,"metricValue":null,"metricSource":null,"metricAsOf":null}}