// SKILLS INTELLIGENCE
WHAT'S TRENDING.
BEFORE EVERYONE ELSE.
STT continuously tracks every skill on the Anthropic Skills Marketplace. It snapshots star counts
on a schedule, computes 24-hour, 7-day, and 30-day velocity, and classifies each skill as stable,
breakout, or falling. Interest groups match trending skills against the keywords you care about,
so you catch breakouts the moment they start climbing — not a week after.
// DASHBOARD
Command Center
The dashboard shows you the state of the Anthropic Skills ecosystem at a glance. Four stat
tiles report total skills tracked, total star snapshots captured, your active interest groups,
and the current count of breakout skills. A top-10 list ranked by 7-day star velocity
surfaces what's moving right now, alongside distributions by trend status and top skill
authors. Last collection run metadata tells you exactly when data was refreshed and when
the next 6-hour cycle lands.
Trend Distribution
Stable 213
Breakout 9
Falling 90
Top 10 by 7-Day Velocity
#
Skill
Author
Stars
24h
7d
Trend
1pdf-extractor-proanthropic1,842+47+312Breakout
2mcp-postgres-bridgedbkit987+34+241Breakout
3codebase-navigatorhexagon712+21+168Rising
4slack-digestanthropic534+18+124Stable
5gmail-triageanthropic498+14+97Stable
6figma-to-reactuibot412+11+82Stable
7notion-syncdocflow388+6+41Falling
Top Skills by Stars (horizontal bar)
Daily Activity (area chart, 14d)
Last collection: 1h 42m ago · Next in 4h 18m
// SKILLS FEED
Velocity-Ranked Feed
The main feed is a filterable grid showing every skill STT tracks. Each row displays skill
name, author, current star count, 24h and 7d velocity, and a trend status badge. A filter
bar lets you search by name or description, filter by interest group, trend status, author,
or velocity range, and sort by any velocity window. Click any row to open a detail drawer
showing the full star-count history graph, velocity breakdown, and matched interest groups.
Search skills...
All Groups
All Trends
Sort: 7d Vel
Skill
Author
Stars
24h
7d
Trend
pdf-extractor-proanthropic1,842+47+312Breakout
mcp-postgres-bridgedbkit987+34+241Breakout
codebase-navigatorhexagon712+21+168Rising
slack-digestanthropic534+18+124Stable
gmail-triageanthropic498+14+97Stable
figma-to-reactuibot412+11+82Stable
notion-syncdocflow388+6+41Falling
jira-auto-triageticketly276+4+18Falling
// WATCHLIST
Personal Watchlist
Skills you bookmark from the feed land on your watchlist for focused tracking. The watchlist
shows each saved skill with current stars, 7-day velocity, trend status, optional notes, and
the date you added it. Manual imports from SkillsMP or GitHub URLs are auto-added here so
you never lose track of a skill you wanted to follow.
meltuc.tech/stt/app/watchlist
Skill
Author
Stars
7d
Trend
Added
★pdf-extractor-proanthropic1,842+312BreakoutApr 12x
★mcp-postgres-bridgedbkit987+241BreakoutApr 11x
★slack-digestanthropic534+124StableApr 9x
★gmail-triageanthropic498+97StableApr 9x
★notion-syncdocflow388+41FallingApr 7x
// SETTINGS
Configuration
Settings is where you shape STT to your interests. Interest groups let you define a name,
a keyword list, and a minimum star threshold — STT then auto-matches every tracked
skill against them on each collection run. Scan interval, breakout detection threshold,
data retention window, and the SkillsMP API key all live here too.
meltuc.tech/stt/app/settings
Interest Groups
Document AI
ON
Keywords: pdf, ocr, extract, parse, document
Min stars: 50
EditDelete
MCP & Integrations
ON
Keywords: mcp, bridge, connector, postgres, slack
Min stars: 25
EditDelete
Developer Tools
OFF
Keywords: codebase, refactor, test, debug, lint
Min stars: 100
EditDelete
+ Add Interest Group
Collection Settings
Collection Interval
6 hours
Breakout Threshold (stars / 7d)
50
SkillsMP API
API Key
smp_****************
// VELOCITY MODEL
Three-Window Velocity & Trend Classification
Every skill tracked by STT gets a velocity computed across three time windows. The 24-hour
window catches immediate spikes, the 7-day window shows near-term momentum, and the 30-day
window reveals sustained growth. Acceleration compares short-term to long-term velocity to
detect skills that are speeding up — the core signal behind breakout classification.
24h Velocity
Stars gained in the last 24 hours. Catches the earliest signal of a skill catching fire.
7d Velocity
Stars gained in the last 7 days. The default sort order — shows what the week is actually about.
30d Velocity
Stars gained in the last 30 days. Smooths noise and reveals skills with real staying power.
Acceleration
Ratio of recent to baseline velocity. High acceleration + high 7d velocity triggers breakout status.
Trend Classes
Breakout — 7d velocity exceeds the threshold and acceleration is positive. The skill is gaining stars faster than its baseline — surface it now.
Stable — Consistent growth without a sharp inflection. These are reliable, steadily popular skills worth knowing about.
Falling — 24h and 7d velocity have dropped materially versus the 30d baseline. The skill is losing momentum.
// DATA SOURCES
How STT Collects Data
STT is the read-only source of record for Anthropic Skills trends. Data comes from SkillsMP,
is enriched with GitHub metadata where available, snapshotted into a time series, and piped
downstream to other MelTuc apps.
✨
SkillsMP
The Anthropic Skills Marketplace is the primary source. STT queries the SkillsMP API every 6 hours to pull the full skill catalog and current star counts.
Full CatalogSearch API
★
Star Snapshots
Every collection run writes a timestamped row to stt_snapshots. This time series is the foundation for all velocity and trend calculations.
6h Cadence90d Retention
📋
Manual Imports
Paste SkillsMP URLs, GitHub repo URLs, or bare skill names to add skills to tracking immediately — useful for skills that haven't hit the marketplace index yet.
SkillsMP URLGitHub URLBare Name
🔌
Feeds Downstream
Breakout skills flow into RRV, which auto-generates blog-ready skill reviews. STT runs offset from GHT so collection windows don't collide.
RRV ReviewsGHT Offset
📊
Top Skills Bar Chart
A horizontal bar chart on the dashboard ranks the top tracked skills by total star count, making it easy to see the current leaders and compare relative popularity at a glance.
Horizontal BarStar Ranking
📈
Daily Activity Area Chart
A 14-day area chart shows snapshot collection activity over time, revealing collection cadence, any missed runs, and whether data density is growing as more skills are added to tracking.
Area Chart14-Day WindowCollection Cadence
// GET STARTED
Catch Breakouts Before Everyone Else.
Every Anthropic Skill. Three velocity windows. Interest-group matching. One trend-ranked dashboard.
Launch Skills Trends Tracker
Requires a MelTuc account. Create one free.