with the skill
At Brightloop, we help new hires settle in by pairing each person with a buddy for their first 30 days. Among our 2025 hires, 91% stayed for at least a year.
stop-slop
what it does
Remove AI writing patterns from prose. Use when drafting, editing, or reviewing text to eliminate predictable AI tells.
Same request, same model, once with the skill and once without. Read both and judge for yourself.
“Tighten this paragraph for our company blog.”
Source material given with the request
In today's fast-moving landscape, it's worth noting that onboarding isn't just a
checklist — it's the foundation of everything. Here's the thing: new hires who get a
clear first week are, quite frankly, significantly more likely to stay. At Brightloop,
we navigate this by pairing every new hire with a buddy for their first 30 days, and
honestly, the results speak for themselves: 91% of 2025 hires were still with us after
a year.
without
Onboarding is more than a checklist—it sets the stage for long-term success. At Brightloop, we pair every new hire with a buddy for their first 30 days, offering support from day one. In 2025, 91% of our new hires stayed for at least a year.
Answers are shown exactly as the model wrote them, from the first try, and nothing is picked by hand.
Claude Sonnet 5.5
made by Anthropic
claude-sonnet-5-5 · revision not reported by the provider
1 try per case · tested 1 Nov 2026
GPT-6.1 Sol
made by OpenAI
gpt-6.1-sol · revision not reported by the provider
1 try per case · tested 1 Nov 2026
essay-opening
“Write the first two paragraphs of a blog post arguing that teams under ten people should stop holding daily standups.”
explain-retries
“Explain to a new engineer why our service retries failed webhook deliveries with exponential backoff. Two short paragraphs.”
launch-post
“Write a LinkedIn post announcing that we shipped offline mode for our note-taking app. About 150 words.”
price-change-email
“Write a short email telling our customers we're raising the Pro plan price, and why.”
tighten-blog-paragraph
“Tighten this paragraph for our company blog.”
Download the .zip and unzip it. Put its files, in a folder named stop-slop, here:
Claude Code
~/.claude/skills/Every project. For one project only, use .claude/skills/ inside it.Codex
~/.agents/skills/Every project. For one repository only, use .agents/skills/ inside it.Cursor
~/.cursor/skills/Cursor also reads the Claude Code and Codex folders above.Then start a new session and ask for what the skill does. Other agents that read SKILL.md have their own skills folder; check their docs.
Coming after launch: get skills from inside your agent, no download needed.