Deslop The Copy
Portable Agent Skill that removes AI writing patterns while preserving the writer voice. Works with Claude Code, Codex, OpenClaw, Cursor, and more.
Supply asset profile
Coding and developer agents
Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills.
Scenario
GitHub automation
I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.
Agent fit
Claude Code + OpenAI Agents + Cursor
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add skyzer/deslop-the-copy
Maintenance
fresh
10d since push
Risk
Needs review
Low GitHub adoption signal
GitHub quality
10
67/100 Quality · 74/100 Trust
Coverage tags
Review notes
Low GitHub adoption signal · Quality score needs review
Agent adoption scorecard
Trust, audit, and install readiness at a glance
These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.
Quality
PromisingUseful candidate, but compare it with alternatives before adopting.
Trust
Sandbox onlyUseful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
Audit
Needs reviewA machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
OpenAgentSkill Trust Score v5
Human review before install
Run only in a sandbox and compare close alternatives before using it for real work.
Stars
10 GitHub stars
Repo activity
10 stars, 0 forks
Maintenance
10d since push
License
MIT
Install
npx skills add skyzer/deslop-the-copy
Install safety
standard package or runtime install path
Permission surface
shell or command execution, filesystem or document access
Agent outcomes
No agent outcome data yet
Docs
Strong README/SKILL.md context
Risk summary
Review before production
- Low GitHub adoption signal
- Quality score needs review
- GitHub adoption: 10 GitHub stars
- Stars/forks activity: 10 stars, 0 forks; issue activity unavailable in current metadata
Install readiness
Install path available
- Install path is available
- Repository evidence is available
- License is declared
- No Agent Proven outcome evidence yet
Agent-readable metadata
Machine-readable decision data for this skill.
Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.
Suited tasks
- GitHub automation workflows
- Claude Code teams
- builders willing to evaluate younger projects
- Inspect repository metadata
Suited agents
Install decision
- Command
- npx skills add skyzer/deslop-the-copy
- Policy
- review
- Human review
- yes
Trust and risk
- Trust
- 66/100
- Audit
- 79/100
- Risk level
- Needs review
Outcome loop
- Endpoint
- /api/agent/outcome
- Event ID
- resolve
- Outcomes
- 5
Install command
npx skills add skyzer/deslop-the-copyDo not use when
- teams that need a vendor-supported SLA
- production agents without a repository review
- Low GitHub adoption signal
- No OpenAgentSkill engagement data yet
- High-risk permission hints: Shell or command execution
Agent safety v2
51/100 · Avoid automatic install
Sparse or mixed signals. Useful for discovery, but not for autonomous installation.
Test manually in an isolated workspace and compare against safer alternatives.
high
Shell or command execution
Skill metadata references terminal, CLI, shell, subprocess, or command execution workflows.
medium
Network access
Skill likely fetches remote pages, APIs, repositories, or external services.
medium
Filesystem access
Skill may read or write project files, documents, generated artifacts, or local workspace state.
- High-risk permission hints: Shell or command execution
- Low GitHub adoption signal
Install targets
Install this skill in your agent workflow
Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.
OpenAgentSkill CLI
Use the registry command when your workflow supports the OpenAgentSkill installer.
$ npx skills add skyzer/deslop-the-copyAgent resolve plan
Let an agent verify fit before installing.
The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.
Open JSON
/api/agent/resolve?task=Use%20Deslop%20The%20Copy%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20Deslop%20The%20Copy%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/skyzer-deslop-the-copy/install
Agent should check
- Task fit and alternatives from Resolve API.
- Audit score, trust score, and safety policy warnings.
- Install target compatibility for Codex, Claude Code, Cursor, or CLI.
Copy prompt
Task: Use Deslop The Copy in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20Deslop%20The%20Copy%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/skyzer-deslop-the-copy/install
Install command: npx skills add skyzer/deslop-the-copy
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.Agent handoff
Give an agent the install path, not another directory page.
Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.
Install handoff
/api/skills/skyzer-deslop-the-copy/install
LLM text format
/api/skills/skyzer-deslop-the-copy/install?format=text
Find alternatives
/api/skills/search?q=Deslop%20The%20Copy&limit=3
Agent prompt
Use Deslop The Copy for this task. Review https://www.openagentskill.com/api/skills/skyzer-deslop-the-copy/install, then install with: npx skills add skyzer/deslop-the-copyRegistry metadata
Agent-readable profile for automatic skill selection.
This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.
Manifest
/api/registry/manifest/skyzer-deslop-the-copy
LLM text
/api/registry/manifest/skyzer-deslop-the-copy?format=text
Install alias
/api/registry/install/skyzer-deslop-the-copy
Recommend
/api/registry/recommend?task=Use%20Deslop%20The%20Copy%20in%20an%20agent%20workflow&limit=3
Agent fit
GitHub automation
Use-case tags
Platforms
Claude Code, OpenAI Agents, Cursor
Audit report
Needs review · 79/100
A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
Agent decision cockpit
Fallback candidate for GitHub automation
Prototype with this skill first; keep a fallback candidate ready.
Role in stack
Fallback candidate
Primary fit
GitHub automation
Trust label
Prototype first
Install path
Command ready
Use when
- GitHub automation workflows
- Claude Code teams
- builders willing to evaluate younger projects
Evidence
- recent repository activity
- install command or GitHub repo available
- 67/100 quality profile
review first
- Low GitHub adoption signal
- No OpenAgentSkill engagement data yet
Implementation path
- 1Install it in a sandbox agent and run one GitHub automation task end to end.
- 2Compare output quality, latency, and failure behavior against at least one alternative.
- 3Promote it into production only after reviewing repository permissions, license, and maintenance signals.
Trust profile
Sandbox only
Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
GitHub adoption
FIX10 GitHub stars
Stars/forks activity
FIX10 stars, 0 forks; issue activity unavailable in current metadata
Recent maintenance
PASS10d since push
License clarity
PASSMIT
Good signals
- AI review approved
- Install path is available
- Repository evidence is available
- Recently maintained repository
- Install command has no obvious high-risk pattern
- Outcome loop is ready but needs first real agent run
Review before install
- Low GitHub adoption signal
- Quality score needs review
- GitHub adoption: 10 GitHub stars
- Stars/forks activity: 10 stars, 0 forks; issue activity unavailable in current metadata
- No real agent outcome reports yet
- Human review required before unattended installation
Recommended action
Run only in a sandbox and compare close alternatives before using it for real work.
Quality profile
Promising candidate for agent workflows
Useful candidate, but compare it with alternatives before adopting.
Workflow fit
Use this skill in these scenarios
Manage repositories
GitHub automation
I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.
Build and ship code
Coding agents
I need a coding agent that can understand a repository, edit code, and review pull requests.
Operate web apps
Browser automation
I need my agent to control a browser, fill forms, and verify web app workflows.
Workflow fit
Add it to a complete workflow
Inspect, patch, and verify code
Coding review agent
A workflow for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.
Operate and verify web apps
Browser QA agent
A workflow for agents that navigate products, fill forms, take screenshots, and verify real user flows across web applications.
Brief to publish-ready creative
Video creation
A practical workflow for agents that shape a video brief, create strong multimodal prompts, generate supporting B-roll, and prepare a reviewable short-form or explainer video.
Alternative shortlist
Compare before you install
Similar skills that may fit this task.
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Overview
# deslop-the-copy
A portable Agent Skill for Claude Code, Codex, OpenClaw, Cursor, Gemini CLI, GitHub Copilot, and other compatible agents. It removes AI-generated patterns without replacing the writer's voice with a generic "human" one.
It can edit a draft or detect named slop patterns without rewriting. Every edit is checked against a repeatable evaluation, and em dashes are never allowed in the output.
## Why this exists
Wikipedia's [WikiProject AI Cleanup](https://en.wikipedia.org/wiki/Wikipedia:WikiProject_AI_Cleanup) maintains a detailed guide called [Signs of AI writing](https://en.wikipedia.org/wiki/Wikipedia:Signs_of_AI_writing), cataloging patterns observed across thousands of AI-generated texts. NPR, TechCrunch, and FlowingData have all covered it as the best reference for spotting machine-written prose.
Existing tools use these patterns to detect and strip AI tells from text: banned phrases, structural cliches, and sentence-level habits. Detection and removal are useful, but an aggressive rewrite can erase the person along with the slop.
deslop-the-copy preserves the writer's vocabulary, cadence, bluntness, humor, uncertainty, digressions, and formality. It makes the minimum effective edit, leaves strong human sentences alone, and never invents facts or opinions to sound more alive.
## Installation
This repository follows the open [Agent Skills](https://agentskills.io) format.
**Cross-agent installer:**
```bash npx skills add skyzer/deslop-the-copy ```
The installer lets you choose from its supported agents, including Claude Code, Codex, OpenClaw, Cursor, Gemini CLI, and GitHub Copilot.
**OpenClaw:**
```bash openclaw skills install @skyzer/deslop-the-copy ```
**Manual installation:**
Clone or copy the entire repository into your agent's skills directory. Keep `SKILL.md` and `references/eval.md` together.
```bash git clone https://github.com/skyzer/deslop-the-copy.git ```
## Usage
Ask your agent to clean up any AI-sounding text:
- "Desl
Technical details
- Version
- 1.0.0
- License
- MIT
- Last updated
- Jul 23, 2026
- Published
- Jul 23, 2026
Decision snapshot
Fallback candidate
recent repository activity
Audit
Install review
Install and adoption review
- Security
- 82/100
- Maintenance
- 100/100
- Install
- 92/100
Agent-proven evidence
Agent-proven evidence
Outcome reports after resolve, review, install, and one narrow run.
- Success rate
- —
- Recent failure
- —
- Outcomes
- 0
- Output quality
- —
- Failed
- 0
- Not relevant
- 0
- Installs
- 0
- Risk blocked
- 0
- Setup needed
- 0
- Production
- 0
No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.
Install
Add to agent workflow
Free and open source. Review the report before installing into production agents.
Growth loop
Share kit
Scenario-led draft for Deslop The Copy, ready for a manual X post.
Deslop The Copy: A portable agent skill that removes AI writing patterns while preserving the writer's voice,... 10 stars https://www.openagentskill.com/skills/skyzer-deslop-the-copy?ref=x
Optional reply with install command
Listing + install path for Deslop The Copy: https://www.openagentskill.com/skills/skyzer-deslop-the-copy?ref=x Install: npx skills add skyzer/deslop-the-copy
Listing source
Community indexed
This listing was indexed from public sources and is not marked official until a maintainer claim is approved.
- Creator
- skyzer
- Source
- skyzer/deslop-the-copy
- Indexed by
- OpenAgentSkill community index
Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.
Claim this skillOwner claim
Claim this skill listing
This Community indexed listing is attributed to skyzer but is not marked official yet. Claim it to add a verified owner signal and make future launch, install, and audit updates easier to trust.
Creator backlink kit
Add the evidence badges to your README
Show the canonical listing, current trust and audit signals, and real Agent-Proven evidence where developers evaluate the repository.
[](https://www.openagentskill.com/skills/skyzer-deslop-the-copy)
[](https://www.openagentskill.com/skills/skyzer-deslop-the-copy)
[](https://www.openagentskill.com/skills/skyzer-deslop-the-copy/audit)
[](https://www.openagentskill.com/skills/skyzer-deslop-the-copy)Author
skyzer
@skyzer
Platform fit
Health signals
- GitHub stars
- 10
- Quality score
- 41/100
- Last GitHub push
- Jul 22, 2026
- Framework hints
- Unknown
- OpenAgentSkill views
- 0
- Install copies
- 0
- Outbound clicks
- 0
Community signal
Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.
Trust & safety
Sandbox only
- GitHub adoption10 GitHub starsFIX
- Stars/forks activity10 stars, 0 forks; issue activity unavailable in current metadataFIX
- Recent maintenance10d since pushPASS
- License clarityMITPASS
- README/SKILL.md completenessMetadata includes enough usage and workflow contextPASS
- Dependency/runtime riskcommand execution surfaceINFO
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