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/declauding

@6777f98

Load at the start of any task whose deliverable is prose another person will read — a PR description, commit message, README, doc, postmortem, blog post, issue or review comment, report, release note or essay — before drafting it, whether the result is pushed, posted, published or saved to a file, without being asked. Draft, then run this pass on the draft before handing it over. Also use when someone says "de-claude", "de-slop", "humanize this", "this reads like AI", "make it sound human", or asks for a voice, tone or register edit. Rewrites the constructions that mark prose as model-written (staged reveals, verdict headers, aphoristic closers, "it's not X, it's Y", em-dash drama, forced triads, flat-certainty adverbs) into plain technical prose and checks the rewrite kept every claim. Not for fiction, poetry, code, or quoted text; for a full adversarial review of a deliverable use challenging.

  • 23 files
  • 249 KB
  • Updated last week
  • GitHub

Use this Skill: https://skilld.dev/gh/oaustegard/claude-skills/declauding

This session only. Nothing lands on disk.

referencesmodelsopus-4.md

≈296 tokens on demand. Your agent reads this file only when SKILL.md points to it.

Opus 4.6 and Opus 4.8

Editing a draft Opus 4.8 wrote

  1. Run the linter and act on its em-dash, triad and flat-certainty flags. They hit on Opus 4.8 prose, unlike Opus 5's.
  2. Read the last sentence of every paragraph. Opus 4.8 ends most of them on a maxim (entry 12): We optimized the case that was already fine and taxed the case we cared about. Delete it unless it states a new fact.
  3. Find the running metaphor. Opus 4.8 introduces one image and reuses it across paragraphs (entries 37 and 27): a fixed tax on every request, then Redis tax three paragraphs later. Replace it with the mechanism it names.
  4. Strip bolded labels that restate their list item (entry 29): Misses pay for the lookup twice.

Editing a draft Opus 4.6 wrote

Run the general pass; it stages less than later Opus models. Check for Title Case headers (entry 30) and the em-dash reversal the cache isn't a cache—it's a new dependency (entries 2 and 16).

Running the pass as Opus 4.x

Not observed separately. Apply the editor rules in opus-5.md.

Evidence: oaustegard/experiments model-register-drift/ (one Opus 4.6 and two Opus 4.8 samples, one prompt).

Source: SKILL.md on GitHub

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Signed by skilld at 6777f98. This ties the file your Agent reads to that commit on GitHub. It does not review the instructions.

Last checked against GitHub yesterday.

Activeupdated last week
metadata
{
  "version": "0.9.3"
}

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