pulse
Skill0 starsChanged 14 days agoMITView on GitHub
A quick read on how a product area is doing right now, with visitors, accounts, feedback, and frustration signals in one view and no dashboard required. Compares the last 7 days with the prior 7, clusters recent feedback into themes, surfaces rage clicks, errors, and u-turns, and ends with one thing to watch. Use Monday morning before planning or standup, for a quick check before a leadership conversation, or after a quiet period when you want to know what moved. Trigger on "/pulse" or "/pulse <product area>".
21 other projects use a version of this.
Adopted by
Most recently taken up by
- hemal08ce094/DesignSkillsSwiftUItheir own version, first seen Nov 8, 2026
- blamechris/chroxytheir own version, first seen Nov 8, 2026
- lsnackerman/raw-clauding-skillstheir own version, first seen Nov 1, 2026
- duthaho/skillhubtheir own version, first seen Oct 31, 2026
- bekhruztbx/ai-creative-teamtheir own version, first seen Oct 25, 2026
- simota/agent-skillstheir own version, first seen Oct 23, 2026
Used with
Projects with it also use ant, artistic and 10 more.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
bergsideSkillant
Structured, enterprise-focused design system emphasizing clarity, consistency, and efficiency for data-dense web applications.
Also in 3 projects that use this
bergsideSkillartistic
High-contrast, expressive style with creative typography and bold color choices for visually striking interfaces.
Also in 3 projects that use this
- +10 more from bergside
Other versions21 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 21
- bergside/awesome-design-skills★ 2.9ksame name
- Nunchi-trade/agent-cli★ 521same name
- simota/agent-skills★ 96same name
- lsnackerman/raw-clauding-skills★ 45same name
- bekhruztbx/ai-creative-team★ 18same name
- Hassaan146/claude-skills★ 18same name
- duthaho/skillhub★ 9same name
- blamechris/chroxy★ 8same name
- linggen/skills★ 3same name
- wheslleyrimar/BuildCLI-Agents★ 3same name
11 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository23 other files it gives its agents.
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- conviction-docSkill
- daily-digest-conductorSkill
- daily-digestSkill
- digest-composerSkill
- engineering-progress-producerSkill
- feature-creationSkill
- feature-validationSkill
- feedback-idea-producerSkill
- field-qual-producerSkill
- friction-finderSkill
- funnel-dropoff-investigatorSkill
- gtm-scoringSkill
- launch-watchSkill
- product-announcement-generatorSkill
- product-lead-weekly-updateSkill
- product-manager-weekly-updateSkill
- prototype-fidelitySkill
- release-kitSkill
- release-note-drafterSkill
- support-trends-producerSkill
- weekly-prioSkill
The file
We split this skill into the rules it gives an agent
8 rules. 0 are common, 5 are distinctive, and 3 are very specific to this project.
0
Common
Most of the 18 edited versions we read keep these.
5
Distinctive
This author's own choices. Worth a look.
3
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 19
After a quiet period when you want to know what moved
- Distinctive: line 28
If no product area is given, ask the user which area to focus on before proceeding.
- Very specific: line 42
Use searchEntities to find pages and features related to the product area:
- Distinctive: line 51
Keep the top 5 pages and top 5 features by relevance.
- Very specific: line 76
If there are 5 or more items, run generateFeedbackTopics to cluster them.
- Distinctive: line 78
If fewer than 5 items, list them individually with a one-line summary of each.
- Very specific: line 90
If no tracked issues exist, call sessionReplayList with rage_click or error filters and surface the top 3 sessions by severity.
- Distinctive: line 96
Keep it tight. The whole digest should be readable in under 2 minutes.
“Common” is measured: kept by at least 6 in 10 of the 18 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
pulse
A quick read on how a product area is doing right now. Visitors, accounts, feedback, and frustration signals — all in one view, no dashboard required.
When to use
- Monday morning before planning or standup
- Quick check before a leadership conversation
- After a quiet period when you want to know what moved
Usage
/pulse
/pulse <product area>If no product area is given, ask the user which area to focus on before proceeding.
Workflow
Step 1: Get app context
Use listAllApplications to get subId and appIdStep 2: Find the relevant pages and features
Use searchEntities to find pages and features related to the product area:
searchEntities:
itemType: "Page" then "Feature"
query: <product area>
limit: 10 eachKeep the top 5 pages and top 5 features by relevance.
Step 3: Visitors and accounts — last 7 days vs prior 7 days
For each of the top pages and features, call entityUsage twice — once for the current period and once for the prior period:
entityUsage:
period 1: today minus 7 days → today
period 2: today minus 14 days → today minus 7 days
metrics: visitors, accounts, totalEventsCalculate the delta (absolute and percentage) for visitors and accounts between the two periods.
Flag anything that moved more than 10% in either direction.
Step 4: Recent feedback
getFeedbackItems:
dateRange: last 7 days
limit: 20If there are 5 or more items, run generateFeedbackTopics to cluster them. Surface the top 3 themes with a count of how many items fall into each.
If fewer than 5 items, list them individually with a one-line summary of each.
Step 5: Frustration signals
listTrackedIssues:
filter: rage clicks, errors, u-turns
dateRange: last 7 daysSurface any issues that appear more than twice. For each, note the page or feature it's on and the number of affected visitors.
If no tracked issues exist, call sessionReplayList with rage_click or error filters and surface the top 3 sessions by severity.
Output format
Keep it tight. The whole digest should be readable in under 2 minutes.
## Pulse — [Product Area] — [Date]
### Usage (last 7 days vs prior 7 days)
- Visitors: X (▲/▼ Y%)
- Accounts: X (▲/▼ Y%)
- Notable movements: [any page/feature that moved >10%]
### Feedback themes
1. [Theme] — X mentions
2. [Theme] — X mentions
3. [Theme] — X mentions
### Frustration signals
- [Issue type] on [page/feature] — X visitors affected
- [Issue type] on [page/feature] — X visitors affected
### One thing to watch
[One sentence — the most important signal from this pulse that warrants a closer look]End with a one-sentence "one thing to watch" — the signal most likely to need action this week.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
Reviews can't be read right now.
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