lilmgenius/paperthin

detool

Make durable artifacts portable by replacing incidental stack, vendor, model, CLI, path, quota, or harness nouns with the mechanism they mean, while keeping provenance, runbooks, and tool-subject claims concrete.

查看源码

使用方法

  1. 复制安装命令,在自己的智能体环境安装前先检查源码包。
  2. 从原始文档核对所需工具、凭据和支持的宿主。
  3. 说明输入材料与期望交付物,并对照来源检查输出。
npx skills add https://github.com/lilmgenius/paperthin --skill detool

开始前需了解

  • 安装不包含模型订阅、API 额度或访问文件的权限。
  • 仓库星数和安装量反映活跃情况,不等于独立质量或安全测试。
仓库原始内容

按源仓库内容呈现,保留标题、案例、代码、表格、链接以及原文引用的演示图片。

Remove incidental tool coupling from artifacts that claim to outlive the stack that wrote them.

Goal

A durable artifact should stay true and actionable when the agent, harness, operating system, vendor, model, or toolchain changes. detool finds stack-specific nouns in portable content and rewrites them to the underlying mechanism without deleting the action they enabled.

The point is portability, not vagueness. A reader should still know what to inspect, run, measure, compare, or verify after the rewrite.

Workflow

  1. Read the target artifact end to end.
  2. Role before edit: classify the whole artifact, or each section if mixed, as durable/portable content, provenance/operational record, or a claim about a named tool.
  3. Sweep durable content for incidental coupling: harness paths, vendor CLIs and flags, model or product brands used as mechanisms, tool-specific environment variables, quotas, UI steps, cache homes, session files, and version-pinned behavior stated as timeless truth.
  4. Mechanism not euphemism: replace each durable-content hit with the neutral mechanism that preserves the action. If neutral wording would lose the action, keep the concrete detail as an example of the mechanism instead of pretending it generalizes.
  5. Keep provenance and operational content concrete. Build records, capsules, benchmark logs, install guides, runbooks, tool-targeted how-tos, command transcripts, and exact reproduction steps are supposed to name the stack that produced them.
  6. Keep comparative and tool-subject claims concrete. If the sentence is about a named tool, vendor, model, bug, prior-art source, or measured limit, the name is the subject, not incidental coupling.
  7. Re-read as a reader on a different stack: the artifact should still be true, portable, and executable where it promised action.
  8. Report what was neutralized, what was deliberately kept, and the role judgment behind each keep.

Rules

  • Role before edit. Never scrub before deciding whether the text is portable content, provenance, operational instruction, or a tool-subject claim.
  • Mechanism, not euphemism. "Use the session execution log and sum usage records" is a mechanism; "check the logs" is a euphemism that loses the work.
  • Preserve actionable detail. Abstract only the coupling, not the procedure, evidence, comparison, or constraint.
  • Keep provenance and operational records exact. Concrete paths, commands, flags, versions, products, and UI steps stay when they record what happened or explain how to drive a specific tool.
  • Keep comparative/tool-subject names. A bug report about a CLI, a benchmark against a model, a prior-art citation, or a vendor-specific limit keeps the named subject.
  • A pass that finds no incidental coupling changes nothing.
  • Mutate with edit-safety: assert each target exists and report a MISS instead of silently no-oping; edit unicode-safe; replace per occurrence, never by blanket sweep; script large structural moves.

Verification

Before finishing, confirm:

  1. Every changed hit was in durable or portable content.
  2. Every rewrite preserved the actionable mechanism.
  3. Every kept tool noun is provenance, operational instruction, or the subject of its claim.
  4. The report names neutralized couplings, deliberate keeps, and any judgment calls.

按任务相关推荐

来自同一仓库

更多 Skills

全部 Skills
lilmgenius
社区

aim

When data lands with a thin ask — files, a repo, a paste, a chat scrollback — read it and propose what the user is trying to do with it, as a proposal to confirm rather than a question to answer. Use the moment material arrives without a fully-formed ask, or when the ask reads thinner than the data suggests.

1小时安装量
1
GitHub Stars
1300
最近更新
10月20日
lilmgenius
社区

feynman

Press a decision you just made until you can explain it to a skeptic in your own words, or surface the gap where you can't. The Feynman test aimed at a choice: understanding is cheapest to fake the moment after you decide, so a fresh critic presses for what you can't actually explain. Use right after picking an option, especially one an agent laid out without arguing for.

1小时安装量
1
GitHub Stars
1300
最近更新
10月20日
lilmgenius
社区

hate

Attack 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.

1小时安装量
1
GitHub Stars
1300
最近更新
10月20日
lilmgenius
社区

macrothink

User-invoked read-only pass for checking whether the current direction is tunnel-visioned: strip the session's bait, fan out 2 to 5 same-model fresh reads, and report divergence first without treating convergence as proof.

1小时安装量
1
GitHub Stars
1300
最近更新
10月20日