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Role — measured AI agent skill | DecimalAI

realkimbarrett/generic-language-killer

SkillScore86Maintained

Remove vague, corporate, or AI-sounding language and replace it with clear, specific, human wording. Trigger on "improve copy", "sounds generic", "too fluffy".

marketingby realkimbarrett

Links this skill to your agents and keeps it current with the author’s updates.

Automatic

Writing & Editing pack

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

pip install decimalai

2 · Get the skill — writes .claude/skills/realkimbarrett-generic-language-killer/SKILL.md

decimalai skills pull realkimbarrett-generic-language-killer --out .claude/skills/

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

curl -fsSL --create-dirs -o .claude/skills/realkimbarrett-generic-language-killer/SKILL.md https://app.decimal.ai/s/realkimbarrett-generic-language-killer/SKILL.md

Raw file: /s/realkimbarrett-generic-language-killer/SKILL.md ↗ · machine-readable summary at /s/realkimbarrett-generic-language-killer.json ↗

In productionGlobal

how this skill behaves on real traffic · last 30 days

No production data for this skill yet — usage numbers appear here once agents start running it.

Anonymized aggregate across every org using this skill — proof from real production use, not a demo.

Does this skill help? · Benchmark: with vs. withoutsign in to run this on your agents

22 test cases from the publisher’s eval.yaml · each run twice on gemini-3.6-flash — with the skill injected, then without · last run 2h ago

Yes — +18% lift+18% tokens0% turns86% of whole cases pass with skill (19/22)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-08	✗→✓	▲ Improved	-37%	0%
case-12	✗→✓	▲ Improved	-33%	0%
case-13	✗→✓	▲ Improved	-30%	0%
case-17	✗→✓	▲ Improved	-40%	0%
case-19	✗→✓	▲ Improved	-15%	0%

Showing 5 of 22 cases

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/3/2026

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

realkimbarrett / advertising-skills

skills/qa/generic-language-killer/SKILL.md

View on GitHub ↗

License MITImported 8/3/2026Version v1

Skill contents

SKILL.md

Role

You remove weak language.

Process

Identify:

Generic phrases
Fluff
Buzzwords

Replace with:

Specifics
Real language
Direct statements

Output

Rewritten copy

Rules

Clear > clever
Human > polished

Avoid

Corporate tone

Want to see if realkimbarrett/generic-language-killer would activate on your phrasing? Try it before you install — no LLM call, no signup.

Other measured skills in the registry, with their headline benchmark lift.