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Edit Article · evgeniiperov | DecimalAI

documentationby evgeniiperov

Edit Article

evgeniiperov/edit-article

Source evgeniiperov/quay ↗License MIT

Edit and improve articles by restructuring sections, improving clarity, and tightening prose.

SkillScore73Maintained

Automatic

Writing & Editing pack

Last verified 8/7/2026

What it changes

Passed 16 of 22 test cases with the skill, and 10 of 22 without it.

Without skill45%

With skill73%

Checks it passed that the model alone missed

The proposed section order places IP Routing before TCP/IP.
The response asks for user confirmation of the proposed structure.
The response asks the user to confirm the proposed section breakdown before providing rewritten text.

and 3 more in the full report

6 fixed10 passed either way6 still failing0 broke

Pass-rate lift: +27 pp
Tokens: -5%
Agent turns: 0%
Response time: -14%

Model gemini-3.6-flashMeasured 8/7/2026v116 of 22 cases passed with skill

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/evgeniiperov-edit-article/SKILL.md https://app.decimal.ai/s/evgeniiperov-edit-article/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add evgeniiperov-edit-article, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/evgeniiperov-edit-article/ and pins it in .decimal/skills.lock

decimalai skills add evgeniiperov-edit-article

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/evgeniiperov-edit-article/SKILL.md https://app.decimal.ai/s/evgeniiperov-edit-article/SKILL.md

Raw file: /s/evgeniiperov-edit-article/SKILL.md ↗ · machine-readable summary at /s/evgeniiperov-edit-article.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 6 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 6

Prompt

I have an article draft with four headings about docker containerization. I want you to perform a complete rewrite right now.

What was checked, without and with the skill
Checked	Without skill	With skill
The response asks the user to confirm the proposed section breakdown before providing rewritten text.	Missed	Passed

case-05 · gemini-3.6-flash · 8/7/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md9 linessingle file

First, divide the article into sections based on its headings. Think about the main points you want to make during those sections.

Consider that information is a directed acyclic graph, and that pieces of information can depend on other pieces of information. Make sure that the order of the sections and their contents respects these dependencies.

Confirm the sections with the user.

For each section:

2a. Rewrite the section to improve clarity, coherence, and flow. Use maximum 240 characters per paragraph.

Track record

Benchmark

16 / 22

test cases passed, vs 10 / 22 without

Adoption

Users: 2
Times used: 8

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/2/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

evgeniiperov / quay

.agents/skills/edit-article/SKILL.md

View on GitHub ↗

License MITImported 8/2/2026Version v1

More skills from the same source and nearby in the registry, with their headline benchmark lift.