Files

Yaojia Wang 880f830741

continuous-integration/drone/push Build is passing

Details

refactor: comprehensive skill rewrite with professional analyst perspective

Coverage: 19% → 67% of API endpoints (88/131)

market-analysis: 5 → 15 endpoints (all 14 technical indicators + historical)
- Added: ADX, Stochastic, Keltner, Donchian, Aroon, CCI, Fib, A/D, Cones, VWAP
- Added confluence/divergence analysis guidance

fundamental-analysis: 5 → 12 endpoints
- Added: summary (all-in-one), CAPM, Sortino, Omega, estimates,
  share-statistics, institutional, dividends, calendar/earnings
- Added institutional ownership and earnings catalyst flagging

sentiment-analysis: 5 → 16 endpoints
- Added: reddit-sentiment, social-sentiment, shorts/ftd, darkpool/otc,
  share-statistics, institutional, congress/trades
- Restructured as smart money vs retail noise hierarchy

macro-analysis: 6 → 23 endpoints
- Added: treasury-rates, effr, sofr, spreads, hqm, tips-yields,
  pce, gdp, unemployment, money-measures, cli, sloos,
  nonfarm-payrolls, empire-state, central-bank-holdings,
  fomc-documents, sp500-multiples
- Added business cycle positioning framework

trade-analyze: updated data collection to use /summary endpoint

AGENTS.md (all 4 debate agents): updated for sessions_spawn protocol
SOUL.md (all 4): removed unavailable memory_search, REPLY_SKIP refs
deploy.sh: fixed nvm loading for SSH

2026-03-21 19:11:33 +01:00

4.3 KiB

Raw Blame History

name, description, user-invocable, metadata

name

description

user-invocable

metadata

sentiment-analysis

Professional sentiment analysis — multi-source sentiment scoring, insider flow, smart money tracking, social signals via openbb-invest-api

true

openclaw

emoji

requires

🎭

bins

curl

Sentiment Analysis

Generate a professional-grade sentiment report. Think like a sentiment quant — track smart money, not retail noise.

Data Collection

BASE=https://invest-api.k8s.home

# Composite sentiment score (aggregated multi-source)
curl -sk "$BASE/api/v1/stock/{TICKER}/sentiment"

# Per-article news sentiment (Alpha Vantage)
curl -sk "$BASE/api/v1/stock/{TICKER}/news-sentiment?limit=30"

# Insider trades (SEC Form 4 — CEO/CFO buys and sells)
curl -sk "$BASE/api/v1/stock/{TICKER}/insider-trades"

# SEC insider filings (detailed Form 4)
curl -sk "$BASE/api/v1/stock/{TICKER}/sec-insider"

# Recent upgrades/downgrades
curl -sk "$BASE/api/v1/stock/{TICKER}/upgrades"

# Analyst recommendations count
curl -sk "$BASE/api/v1/stock/{TICKER}/recommendations"

# Reddit sentiment and mentions
curl -sk "$BASE/api/v1/stock/{TICKER}/reddit-sentiment"

# Social sentiment (Finnhub — Reddit + Twitter)
curl -sk "$BASE/api/v1/stock/{TICKER}/social-sentiment"

# Institutional holders (13F — smart money positions)
curl -sk "$BASE/api/v1/stock/{TICKER}/institutional"

# Short selling pressure
curl -sk "$BASE/api/v1/stock/{TICKER}/shorts/volume"
curl -sk "$BASE/api/v1/stock/{TICKER}/shorts/interest"
curl -sk "$BASE/api/v1/stock/{TICKER}/shorts/ftd"

# Dark pool activity (institutional block trades)
curl -sk "$BASE/api/v1/darkpool/{TICKER}/otc"

# Share statistics (float, short % of float)
curl -sk "$BASE/api/v1/stock/{TICKER}/share-statistics"

# Congress trades (political insider trading)
curl -sk "$BASE/api/v1/regulators/congress/trades"

Report Structure

## {TICKER} Sentiment Analysis — {date}

### Composite Sentiment
- Score: {value} (-1.0 to +1.0) — [strongly bearish / bearish / neutral / bullish / strongly bullish]
- Breakdown: news {score}, analysts {score}, upgrades {score}, social {score}

### News Flow
- Articles analyzed: {count}
- Sentiment distribution: {bullish}% bullish / {neutral}% neutral / {bearish}% bearish
- Dominant themes: {top 2-3 topics}
- Notable headlines: {1-2 most impactful}

### Smart Money Signals
#### Insider Activity (last 90 days)
- Net insider transactions: {count buys} buys / {count sells} sells = {net}
- Notable: {largest trade with name, title, amount}
- Signal: [strong buy signal / selling for diversification / red flag]

#### Institutional Flow
- Major holders: {top 3 names if available}
- Recent 13F activity: [net accumulation / net distribution / stable]

#### Congress Trades
- Any recent trades in {TICKER}: [yes — details / none found]

### Short Selling Intelligence
- Short volume: {%} of daily volume — [normal <25% / elevated 25-40% / extreme >40%]
- Short interest: {shares} ({days_to_cover} days to cover)
- Short % of float: {%} — [low <5% / moderate / crowded >15%]
- Fails-to-deliver: {trend} — [rising = naked shorting concern / stable / declining]
- Dark pool volume: {%} of total — [normal / elevated institutional activity]
- Squeeze potential: [low / moderate / high] based on short interest + days to cover + catalyst

### Analyst Actions (last 30 days)
- Upgrades: {count} | Downgrades: {count}
- Most significant: {firm, action, price target}
- Consensus shift: [improving / deteriorating / stable]

### Social & Retail
- Reddit mentions rank: #{rank} in WSB/stocks
- Reddit sentiment: {bullish/bearish/mixed}
- Social media buzz: [trending up / stable / fading]
- ⚠️ Note: Social sentiment is a contrarian indicator at extremes

### Signal: [BULLISH / BEARISH / NEUTRAL]
### Confidence: {1-10}
### Key Insight: {the single most actionable sentiment finding}

Rules

Smart money > retail noise: Weight insider buys and institutional flow higher than Reddit
Insider buying is a strong signal (insiders buy for one reason: they expect the price to go up)
Insider selling is a weak signal (insiders sell for many reasons: taxes, diversification, estate planning)
High short interest alone is not bearish — combine with catalyst for squeeze assessment
Congress trades within 30 days of legislation = potential MNPI concern
Keep under 500 words

4.3 KiB Raw Blame History

Sentiment Analysis

Data Collection

Report Structure

Rules

4.3 KiB

Raw Blame History