Best for
- Before copy, a README, an email, a social post, or a doc ships
- After a long AI-assisted writing session
- When the text sounds fine but feels generated
JasonColapietro/suede-creator-skills/skills/suede-deslop/SKILL.md
Strip AI writing patterns from prose before anything goes public. Em dashes, filler openers, manufactured enthusiasm, false agency, passive voice, formulaic structures, all of it. Use when copy, a README, an email, a social post, or a doc is about to ship, after a long AI-assisted writing session, or when text sounds fine but feels generated. NOT FOR: writing new copy (use suede-copy); changing or certifying facts, which must be checked against primary evidence before publication.
Decision brief
Strip AI writing patterns from prose before anything goes public. Em dashes, filler openers, manufactured enthusiasm, false agency, passive voice, formulaic structures, all of it.
Compatibility matrix
| Platform | Status | Evidence | What to check |
|---|---|---|---|
| Codex | Not declared | No explicit evidence | Portability before use |
| Claude Code | Not declared | No explicit evidence | Portability before use |
| Cursor | Not declared | No explicit evidence | Portability before use |
| Gemini CLI | Not declared | No explicit evidence | Portability before use |
Installation
The source command is displayed only when detected. A safe inspection prompt is always available so your agent can explain every action before execution.
npx skills add https://github.com/JasonColapietro/suede-creator-skills --skill "skills/suede-deslop"Inspect the Agent Skill "suede-deslop" from https://github.com/JasonColapietro/suede-creator-skills/blob/f78965b9f99427cc4145950edbf9d388f38a3738/skills/suede-deslop/SKILL.md at commit f78965b9f99427cc4145950edbf9d388f38a3738. List every install step, command, network request, credential, file read/write, external action, and rollback step. Explain whether it fits my task. Do not install or execute anything until I approve.
Workflow
Every claim-verification step, check, quality gate, and ship verdict in this skill is a recommendation to the user, not a control on the agent. This policy governs every gate, check, verdict, and "do not ship / publish / proceed" line elsewhere in this skill:
Do NOT run on fiction, conversational replies, or internal notes where loose voice is intentional.
No throat-clearing before the point. No emphasis crutches that add weight without meaning. No adverbs doing work a specific fact should do.
No throat-clearing before the point. No emphasis crutches that add weight without meaning. No adverbs doing work a specific fact should do.
The patterns the model reaches for when it has nothing original to say. Each with its fix:
Permission review
No configured static risk pattern was detected
This is not proof of safety. Runtime behavior, indirect dependencies, and hidden external systems are outside the static scan.
Evidence record
| Signal | Value | Evidence type | Meaning |
|---|---|---|---|
| Quality score | 84/100 | Computed | Documentation, specificity, maintenance, and trust rules |
| Repository stars | 165 | Source | Repository attention, not individual Skill quality |
| Compatibility | 0 platforms | Source | Declared in the catalog source record |
| Usage guide | automated source guide | Editorial | Generated or reviewed according to the visible evidence level |
Pinned source
Every claim-verification step, check, quality gate, and ship verdict in this skill is a recommendation to the user, not a control on the agent. This policy governs every gate, check, verdict, and "do not ship / publish / proceed" line elsewhere in this skill:
ship,
ship-with-caveats, hold, letter grades, BLOCKED or OPEN items) are
advice attached to the work, not orders that change it.Run before any text goes public. AI prose has tells: throat-clearing before the point, inanimate things doing human work, binary contrasts that announce the insight instead of delivering it, rhythm that never varies. This skill removes every pattern from the list and scores what remains.
Do NOT run on fiction, conversational replies, or internal notes where loose voice is intentional.
No throat-clearing before the point. No emphasis crutches that add weight without meaning. No adverbs doing work a specific fact should do.
The kill list, 25 highest-frequency offenders:
| Category | Kill | Fix |
|---|---|---|
| Opener | Here's the thing: | Start with the point |
| Opener | Let's be honest / Let's face it | Cut; say the honest thing |
| Opener | The truth is / The reality is | Cut; state it |
| Opener | It's worth noting that | Cut; note it |
| Opener | In today's fast-paced world | Cut the sentence |
| Opener | Picture this: / Imagine this: | Describe the scene directly |
| Opener | At its core / At the end of the day | Cut; make the core claim |
| Crutch | Let that sink in / Read that again | Cut; the sentence carries or it does not |
| Crutch | genuinely / truly / literally | Cut |
| Crutch | actually / really / very | Cut |
| Crutch | full stop / period (as emphasis) | Cut |
| Crutch | make no mistake | Cut |
| Jargon | leverage (as a verb) | use |
| Jargon | utilize | use |
| Jargon | delve into | cover, get into |
| Jargon | navigate (a challenge) | handle, work through |
| Jargon | landscape / ecosystem (abstract) | market, field, or the named thing |
| Jargon | journey (not travel) | process, or name the steps |
| Jargon | unlock / unleash | say what was blocked |
| Jargon | robust / seamless / powerful | name the capability or prove it |
| Jargon | elevate / empower / transform | say what changes, before and after |
| Adverb | incredibly / remarkably / surprisingly | cut, or give the number that surprises |
| Adverb | seamlessly / effortlessly | cut; show the step count |
| Adverb | fundamentally / essentially / ultimately | cut; the claim stands or it does not |
| Adverb | importantly / notably | cut; if it matters, the content shows it |
The table is the high-frequency cut. The full sweep, with forty-plus more phrases across every category, lives in references/kill-list.md; run it when the text goes to press, investors, or customers. Three categories the table compresses:
Bad: "Here's the thing: this is genuinely hard. Let that sink in." Good: "This is hard."
The patterns the model reaches for when it has nothing original to say. Each with its fix:
Binary contrast alone has eleven spellings ("The answer isn't X. It's Y." / "It feels like X. It's actually Y." / "stops being X and starts being Y" and more); the full variant table is in references/kill-list.md.
Bad: "It's not about speed. It's about precision." Good: "Precision matters more than speed here."
A human subject does something. No passive constructions. No inanimate objects performing human actions.
Bad: "The decision was reached after careful consideration." Good: "The team decided after reviewing three options."
Bad: "Mistakes were made." Good: "Name who made them."
No vague declaratives. No lazy extremes. Name the specific thing.
Lazy extremes are every, always, never, everyone, everybody, nobody: false authority doing vague work. Vague declaratives announce weight without naming it: "The reasons are structural", "The stakes are high", "This is the deepest problem", "The consequences are real".
Bad: "The implications are significant." Good: Name the implication.
Bad: "Everyone knows this." Good: Name who knows it and what they know.
No narrator floating above the scene. "You" beats "People." Specifics beat abstractions. The reader should feel placed, not lectured at. The lecturer tells: "This happens because...", "This is why...", "People tend to...". Replace the floating observation with the reader's own scene.
Bad: "Nobody designed this. It just happened." Good: "You didn't sit down and decide to build this. It accumulated."
Mix sentence lengths. Two items beat three. End paragraphs differently. No em dashes, anywhere, ever.
Three consecutive sentences at the same length: break one. Every paragraph ending with a punchy one-liner: vary it. Staccato fragments stacked for effect: merge them. A question answered in the same breath: let it breathe or cut it. Hedging dressed as reassurance ("Not always. Not perfectly."): cut it.
Sentence starters count as rhythm. Wh- openers ("What makes this hard is...") read as a crutch: lead with the subject ("The constraint is..."). Paragraphs opening with "So": start with content. Sentences opening with "Look,": remove.
State facts directly. Skip softening, justification, hand-holding. The reader is an adult.
Cut: "I want to be clear that..." / "It's important to note that..." / "As you might expect..." Start with the content.
If a sentence sounds like it was written to be screenshotted, rewrite it. Pull-quote prose is manufactured. Cut the performance.
Run every item before delivering prose:
Rate 1–10 on each dimension after the pass:
| Dimension | Question |
|---|---|
| Directness | Statements, not announcements? |
| Rhythm | Varied, not metronomic? |
| Trust | Respects the reader? |
| Authenticity | Sounds human? |
| Density | Anything still cuttable? |
Below 35/50: revise. Don't ship it.
Before: "Here's the thing — the migration wasn't just a technical challenge. It was a fundamental shift in how the team operates. No more silos. No more handoffs. No more waiting." After: "The migration changed how the team operates: engineers now deploy their own services instead of filing tickets and waiting two days."
Before: "The implications are truly significant. This decision was reached after careful consideration, and it will ultimately transform the developer experience." After: "The platform team chose Vite over Webpack. Local builds dropped from 90 seconds to 4."
Before: "So what does this mean for creators? It means empowerment. It means ownership. It means the landscape has fundamentally shifted." After: "Creators now hold the registry keys. When a track sells, the split executes without a label in the loop."
Note: the specifics in these After lines came from author context. Never invent specifics; use [AUTHOR: supply X] placeholders.
If you catch yourself thinking any of these, stop and correct:
This skill edits style only. It must NOT:
[AUTHOR: supply X] instead of inventing one.[AUTHOR: supply source] marker or qualify or remove the claim.Return the cleaned prose first. Then append:
Deslop pass
──────────────────────────────
Filler phrases removed: [count]
Structural patterns fixed: [count]
Passive voice → active: [count]
Vague declaratives cut: [count]
Rhythm breaks added: [count]
Em dashes removed: [count]
Score
──────────────────────────────
Directness: [1–10]
Rhythm: [1–10]
Trust: [1–10]
Authenticity: [1–10]
Density: [1–10]
Total: [X/50]
Verdict: [CLEAN / REVISE]
If total is below 35, name what is still generating the score and why it could not be resolved without more author context.
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