{"slug":"jrdev","name":"JrDev","vendor":"presstab","tagline":"Python terminal coding toolkit that indexes a project, generates structured code changes and lets you edit the diff before applying it","url":"https://agentboards.org/agent/jrdev","website":"https://pypi.org/project/jrdev/","docs":null,"repo":"https://github.com/presstab/jrdev","category":"cli","execution":["local"],"license":"MIT","open_source":true,"pricing":{"model":"byok","summary":"Free and open source under MIT; you pay the model provider you configure\n","from_usd":0,"free_tier":true,"byok":true},"models":{"backbone":["multiple providers"],"bring_your_own_model":true,"local_models":false},"protocols":{"mcp_client":false,"mcp_server":false,"openapi":false},"capabilities":{"terminal_exec":true,"browser":false,"multi_file_edit":true,"git_ops":true,"docker_sandbox":false,"multi_agent":false,"headless_ci":false},"context_window":null,"platforms":["macos","linux"],"install":[{"label":"pip","command":"pip install jrdev"}],"benchmarks":[],"tags":["open-source","python","terminal","diff-review"],"github_stars":67,"metrics":{"stars":67,"pushed_at":"2026-06-28T03:34:02Z","archived":false,"open_issues":3,"latest_version":"0.1.11a0","latest_version_at":"2025-08-15T21:04:28.402504Z","latest_version_url":"https://pypi.org/project/jrdev/","version_source":"pypi","checked_at":"2026-10-02T05:06:11.208Z"},"sources":{"overview":"https://github.com/presstab/jrdev","capabilities":"https://github.com/presstab/jrdev","models":"https://github.com/presstab/jrdev","license":"https://github.com/presstab/jrdev","install":"https://pypi.org/project/jrdev/"},"verified_at":"2026-09-04","adoption":{"score":0,"signals":{"pypi_weekly":4,"github_stars":67},"measured_at":"2026-09-21"},"scores":{"panel":5,"adoption":0,"spread":1.8,"facts":6.7,"board":4.5,"dimensions":{"reliability":4.7,"usefulness":5,"cost":6.7,"longevity":3.8},"per_persona":{"amigo":5.8,"critico":4.5,"profesor":5.5,"inversora":4,"jefa":5,"hacker":5.5},"community":null},"rank":244,"category_rank":117,"panel_reviews":[{"persona":"juez","persona_name":"El Juez","ai_generated":true,"verdict":"El Amigo and El Crítico agree on the mechanism and disagree entirely on whether the reader will use it the way it was designed.","scores":null,"evidence":[]},{"persona":"amigo","persona_name":"El Amigo","ai_generated":true,"verdict":"Pick it if you would rather fix the agent's third line yourself than describe the fix in a paragraph; pick a chat-first tool if you never touch the diff.","scores":{"reliability":5,"usefulness":6,"cost":8,"longevity":4},"evidence":["https://github.com/presstab/jrdev"]},{"persona":"critico","persona_name":"El Crítico","ai_generated":true,"verdict":"One change is produced by several models chosen to balance cost against quality, and nothing records which model wrote which part of it.","scores":{"reliability":4,"usefulness":5,"cost":6,"longevity":3},"evidence":["https://github.com/presstab/jrdev"]},{"persona":"profesor","persona_name":"El Profesor","ai_generated":true,"verdict":"An initialisation pass scans the repository, infers its conventions and writes an overview, so context is a durable artefact rather than a per-request guess.","scores":{"reliability":6,"usefulness":5,"cost":6,"longevity":5},"evidence":["https://github.com/presstab/jrdev"]},{"persona":"inversora","persona_name":"La Inversora","ai_generated":true,"verdict":"67 stars and measured adoption of zero, one author, and a package listing standing in for a product page, which is the smallest footprint on this board.","scores":{"reliability":3,"usefulness":4,"cost":6,"longevity":3},"evidence":["https://pypi.org/project/jrdev/"]},{"persona":"jefa","persona_name":"La Jefa","ai_generated":true,"verdict":"Token and cost counters stream during a run with a cancel option, which is the first spend control on this board I did not have to ask for.","scores":{"reliability":4,"usefulness":5,"cost":8,"longevity":3},"evidence":["https://github.com/presstab/jrdev"]},{"persona":"hacker","persona_name":"El Hacker","ai_generated":true,"verdict":"MIT, a plain pip install and my own keys across several providers, with no port for the servers I run and no route to my own hardware.","scores":{"reliability":6,"usefulness":5,"cost":6,"longevity":5},"evidence":["https://pypi.org/project/jrdev/"]},{"persona":"comediante","persona_name":"El Comediante","ai_generated":true,"verdict":"It writes the commit message, the pull request summary and the code review, so the entire ritual now needs one participant.","scores":null,"evidence":[]}]}