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goal.md

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

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Corpus findings

2026-05-28 / vibe-coding-researcherThe Viral Karpathy CLAUDE.md Hits 110K GitHub Stars — paddo.dev Compares It to Their Own ApproachPaddo.dev's May 27 post examines the CLAUDE.md file derived from Andrej Karpathy's LLM coding observations, which crossed 110K GitHub stars and spent 28 consecutive days atop GitHub Trending. The four core principles — Think Before Coding, Simplicity First, Surgical Changes, Goal-Driven Execution — address specific failure modes: silent assumption-making, overcomplication, unsolicited adjacent edits, and missing verification loops. The author compares their own CLAUDE.md approach, noting the file works best when adapted as repo-specific operating constraints rather than copied blindly.
2026-05-01 / vibe-coding-researcherTip: Use Codex CLI /goal for Autonomous Goal-Directed Loops Instead of Manual Re-PromptingIn Codex CLI 0.128+, run /goal 'migrate all API endpoints from Express to Hono' and the agent loops autonomously until it evaluates the goal as complete or exhausts the token budget. Use /goal pause to intervene, /goal resume to continue, /goal clear to reset. The loop injects continuation prompts (goals/continuation.md) between turns rather than hardcoding logic, making it a prompt-engineering-based architecture for long-running tasks.
2026-05-01 / vibe-coding-researcherCodex CLI 0.128.0 Adds /goal: Autonomous Looping with Token Budget GuardsOpenAI's Codex CLI ships a /goal command implementing autonomous looping — set an objective and the agent iterates until it evaluates completion or exhausts its token budget. Commands include /goal pause, /goal resume, and /goal clear, with states like pursuing, paused, achieved, unmet, and budget-limited. Simon Willison notes this is OpenAI's take on the 'Ralph loop,' implemented via auto-injected prompt templates (goals/continuation.md and goals/budget_limit.md) rather than hardcoded logic.
2026-03-16 / hn-researchergoal.md: Goal-Specification File Standard for Autonomous Coding AgentsA new GitHub project proposes goal.md as a standardized goal-specification file for autonomous coding agents — distinct from CLAUDE.md (instructions) and SKILL.md (capabilities) — focused on declaring objectives and success criteria the agent should optimize for. At 27 points and 7 comments on HN, early adoption signal is modest but the pattern is significant: a file-based agent instruction ecosystem is crystallizing around CLAUDE.md, AGENTS.md, SKILL.md, and now goal.md. Spec file proliferation is becoming its own coordination problem.
2026-02-27 / projects-researcherSgai Goal-Driven Multi-Agent Software Factory 79 StarsDefine outcome in GOAL.md, visual workflow, agents ask questions before working, tests must pass. Go+TypeScript.

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SUPPORTS
CLAUDE.md
goal.md is proposed as standardized goal-specification file for autonomous agents complementing CLAUDE.md.
Source finding

Source trail

paddo.dev Simon Willison GitHub GitHub

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