{"repo":"apoorvjain25/frontier","free":true,"listed":false,"github":"https://github.com/apoorvjain25/frontier","clone":"git clone https://github.com/apoorvjain25/frontier.git","description":"Make Claude Opus, Sonnet, GPT, or Gemini produce work close to what Claude Fable 5 would ship. 21 craft standards written and audited by the frontier model itself; single-response lift, or a full convergence loop with a taste gate.","language":"JavaScript","stars":78,"topics":["ai-agents","claude-code","code-quality","llm","prompt-engineering","skills","anthropic","claude","gemini","gpt"],"license":"MIT","category":"ai-agents","readme_excerpt":"frontier Make Claude Opus, Sonnet, GPT, or Gemini produce work close to what Claude Fable 5 would ship: Fable 5 itself wrote and audited these 21 standards, so the model you already have executes against its bar. One response gets the lift; the optional convergence loop and taste gate carry work that must be right. Why · Output · One response · How · Inside · Install · Cost · Compared · Limits · FAQ Before release, this system was turned on itself, and it did not pass on the first try. The distillation run is the adversarial audit of the standards themselves; the self-run publishes every gate verdict this README received, failures first, with the fixes each one forced. Quality is a procedure, not a property Ask a model to \"make it great\" and you get its training-data average: the same hero layout, the same \"seamlessly leverage\" copy, the same confident report nobody verified. The gap between that and frontier output is mostly not intelligence. It is method: strong models define the standard before generating, sample several attempts instead of polishing the first, verify against real evidence with fresh eyes, and refuse to stop at \"looks done\". Method can be written down. frontier is that method, packaged: one command that runs any task through written quality standards, independent candidate generation, evidence-grounded verification sweeps, and a final taste judgment, until the work converges instead of merely ending. Output is parseable findings, not vibes Verifier finding","default_branch":null,"files":null,"tree":[],"storefront":"/r/apoorvjain25","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/apoorvjain25/frontier/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}