agentleFS
OutThisLifeOutThisLife/brooklyn-skills/skills/no-tropes/SKILL.md

no-tropes

Skill207 starsChanged 4 months agoMITView on GitHub

Detect and eliminate common AI writing tropes from generated text. Use when writing or revising prose, documentation, READMEs, commit messages, PR descriptions, blog posts, comments, or any non-code text output. Automatically applied as a self-revision pass (tropes.fyi).

The file

We split this skill into the rules it gives an agent

6 rules. About 0 are common, 6 are distinctive, and 0 are very specific to this project.

  • ≈0

    Common · estimate

    Many files like this have a rule of this kind.

  • ≈6

    Distinctive · estimate

    This author's own choices. Worth a look.

  • 0

    Very specific

    Tied to their project's names, files or tools. Probably skip.

  • Common
  • Distinctive
  • Very specific
  1. Distinctive:

    After drafting any prose, revise it against the tropes catalog in tropes-reference.md.

    line 12
  2. Distinctive:

    Write like a human: varied, imperfect, specific.

    line 16
  3. Distinctive:

    Before finalizing text, scan for:

    line 20
  4. Distinctive:

    Read the full draft

    line 31
  5. Distinctive:

    Prefer simple verbs ("is" over "serves as"), concrete nouns, and varied sentence structure

    line 34
  6. Distinctive:

    If you catch yourself writing the same structural pattern 3+ times, break the pattern

    line 36

≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.

Keep what fits and drop the rest. Your version, ready for your agents.
Files
SKILL.md

No Tropes (AI writing tells)

After drafting any prose, revise it against the tropes catalog in tropes-reference.md.

Core Principle

Write like a human: varied, imperfect, specific. Any single trope used once might be fine. The problem is when multiple tropes stack or a single trope repeats.

Quick Checklist

Before finalizing text, scan for:

  • Word choice: "quietly", "delve", "tapestry", "landscape", "serves as", "leverage", "robust"
  • Sentence structure: "It's not X — it's Y", "The X? A Y.", tricolons, anaphora, false ranges, "-ing" tacked-on analysis
  • Paragraph structure: Short punchy fragments as standalone paragraphs, listicles disguised as prose
  • Tone: "Here's the thing", "Think of it as", "Imagine a world", "Let's break this down", invented concept labels, grandiose stakes inflation
  • Formatting: Em-dash overuse (2-3 max per piece), bold-first bullets, unicode arrows (→)
  • Composition: Fractal summaries, dead metaphors beaten into the ground, historical analogy stacking, one-point dilution, "In conclusion"

Revision Protocol

  1. Read the full draft
  2. Flag any trope matches from the reference
  3. Rewrite flagged passages using plain, direct language
  4. Prefer simple verbs ("is" over "serves as"), concrete nouns, and varied sentence structure
  5. Cut filler transitions ("It's worth noting", "Importantly", "Interestingly")
  6. If you catch yourself writing the same structural pattern 3+ times, break the pattern

Download now (ZIP)

Does it work?

Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.

No reviews yet

People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.

  • It worked
  • Partly
  • It didn't
What did you use it for? e.g. Reviewing pull requests in a Rails app

Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.

Your trail

Files you open will collect here, so you can find them again.

Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.

Now do this for your own.

Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.