AI导哈

智能体工作流

ssotize

lilmgenius/paperthin

Audit and consolidate a fact that's scattered across places into one canonical source, after approval, and replace the rest with references. Use when asked to find duplication, check consistency, locate the source of truth, deduplicate, consolidate, unify, or establish SSOT across artifacts or platforms. Starts read-only, reports the map and plan, then mutates only after explicit approval.

  • 1362 次安装
  • 1400 星标
  • 收录于

安装命令

npx skills add https://github.com/lilmgenius/paperthin --skill ssotize

SKILL.md

Find where one truth lives, get approval for the consolidation plan, then collapse it into one canonical home.

Goal

Enforce Single Source of Truth (SSOT): one fact = one home, and every other place that needs it references that home instead of copying it. References don't drift; copies do. This mutates artifacts, so it is deliberate and loss-averse.

ssotize starts as a read-only audit. It names the truth in scope, finds every copy, chooses the canonical home, and reports the exact consolidation plan. Only after the user approves that plan does it mutate artifacts.

Use this to establish or repair SSOT — messy, legacy, or freshly-scaffolded states. Once SSOT holds, don't overuse it: consolidation is a one-time repair, not ongoing upkeep. When a read-only checker and a mutating follow-up have become one inseparable workflow, fold the checker into the consolidator and keep the approval gate; splitting the reflex only makes the safer first half easier to skip.

Workflow

相关 Skills

dedashlilmgenius/paperthinRemove em-dashes and the dashes standing in for them from a user-owned scope, reading each occurrence in context and choosing the punctuation or wording that fits.其他1514showerlilmgenius/paperthinCold-read the artifact you're focused on from a fresh, zero-context sub-session to confirm it stands on its own — a shower-thought reset for accumulated session bias. Use when a long session has worn away your fresh eyes and you can no longer tell whether the artifact in focus is clear to someone with no prior context; before a handoff, publish, or merge; or when you want a clean-room comprehension smoke test. Spawns a separate context-free reviewer; it diagnoses, it does not fix.测试与安全1356hatelilmgenius/paperthinAttack a plan, design, or argument like you want it to fail before you commit real effort — return the single load-bearing objection and the cheapest experiment that would prove it matters, not a checklist. User-invoked on purpose: a hate-it reflex always in the agent's reach would bias it toward demolition. Weighs many failure axes but owns the synthesis to one root.智能体工作流1351factchklilmgenius/paperthinVerify reality-grounded claims against external sources in both directions before they ship — could the 'absurd' be real, could the 'obvious' be false or long-established? Use whenever an artifact, or the sentence you are about to write, asserts something as plausible, realistic, absurd, novel, or impossible from intuition rather than a checked source; before relying on a factual claim in prose, a design rationale, a research claim, or a plan. Fires on metacognitive doubt — when you can't actually know, verify instead of trusting the feeling. Scans read-only, then fixes the clear errors or flags the judgment calls; leaves deliberate fiction alone.智能体工作流1349re0lilmgenius/paperthinRefresh an existing artifact into the current best v0. Use when the user asks to clean up, sync up, dedupe, de-noise, smooth, rewrite, or update an artifact after iteration; when nearby artifacts may have drifted; or when changes in one place should be reflected across related artifacts while keeping the result minimal.其他1345mandelalilmgenius/paperthinAudit any eval, metric, experiment, or benchmark for leakage — does external ground-truth enter independently, or are the model, scorer, and designer just confirming a result no outside truth ever produced? Use before trusting any 'how we'll know it worked' — an A/B, a holdout, a score, a validation — and whenever a result feels too clean or self-confirming. Walks an 8-pattern leakage taxonomy and returns only the patterns that fire, each with an independence fix. Read-only.测试与安全1335