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Jason-hub-star

@jason-hub-star source repo

10 published skills

  1. Absorb · jason-hub-star
    Extract only the changes worth porting from an external source (article, release notes, competing harness, thread) by comparing it against the current inventory and classifying each idea as already present, an addition to an existing asset, or genuinely new. Use for “what can we learn from this repo”, “should we adopt this”, “review these release notes”, “흡수”. Unlike a harness audit, this judges what to bring in, not what to remove.
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  2. Phase Loop · jason-hub-star
    Execute an approved implementation plan with three or more phases, running a project-specific gate after every phase, advancing automatically on pass, and stopping on failure. Use for “run the phases”, “phase loop”, or “페이즈루프”; avoid for one small change or a pure test-fix loop.
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  3. Agent Starter · jason-hub-star
    Guide people who are new to coding agents through the next appropriate workflow stage, or help experienced users select and remix the included morning, aim, decision-sheet, converge, goal, phase-loop, audit, absorb, and harness-audit skills. Use for “what should I do next?”, “help me start with agents”, “에이전트 처음”, or “뭐부터 하지?”.
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  4. Converge Plan · jason-hub-star
    Stress-test a costly or hard-to-reverse plan before implementation by freezing a rubric, iterating improvements and adversarial critique, and ending with one crux and the cheapest falsifiable experiment. Use for “converge this plan”, “수렴”, major architecture choices, or risky research bets—not routine edits.
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  5. Goal Contract · jason-hub-star
    Convert multi-turn work into a runtime-neutral goal brief whose completion is decided by evidence. Use for “write a goal”, “goal brief”, “골”, performance work, flaky-test investigations, migrations, or any task requiring repeated verified passes—not simple one-turn requests.
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  6. Harness Audit · jason-hub-star bundle
    Measure whether installed harness assets (skills, commands, templates) are actually invoked, using session logs rather than opinions, then archive dead assets, harvest improvements back to the template, and keep the installed set under the recovery-rate cap. Use for “which skills are unused”, “too many skills”, “harness check”, “why doesn't this skill trigger”, “정비”. Unlike absorb, this removes and consolidates what exists.
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  7. Morning Brief · jason-hub-star
    Open a work session by checking the previous handoff, recent commits, uncommitted work, failed checks, and the single best next action. Use for “morning”, “start the day”, “what did I leave yesterday?”, “아침”, or “시작하자”.
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  8. Decision Sheet · jason-hub-star
    Turn an ambiguous plan into a decided spec before implementation by writing one question file where every question already carries a recommended answer, so the user only edits what is wrong. Use for “interrogate this plan”, “what do we need to decide”, “make this a spec”, “그릴미”, or any pre-build request where the target is still fuzzy. Not for code that already exists and needs fixing.
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  9. Evidence Audit · jason-hub-star
    Audit work before it is shared or called complete, choosing a light decision review, a multi-lens defect search, or a deep high-risk review. Use for “audit”, “red team”, “final review”, “감사”, security and resilience checks, or release readiness. Finding issues is read-only unless fixes are explicitly requested.
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  10. Aim Before Build · jason-hub-star
    Compare a desired outcome with the real codebase before implementation and classify it as already done, partial, not started, or conflicting. Use for “check before building”, “is this already implemented?”, “조준”, or requests that combine a goal with status discovery.
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