Agent Shark Mindset

/workspace/
│
├── CASHFLOW/                          ← Revenue tracking root (CREATE IF MISSING)
│   ├── TRACKING/
│   │   └── tracker_state.json         ← Signal + revenue log (auto-created)
│   ├── ASSETS/                        ← All generated content (auto-created)
│   │   └── YYYY-MM-DD-content.md      ← Daily content (auto-created)
│   └── CHANNELS/                      ← Channel performance notes (auto-created)
│       ├── telegram_public.md
│       └── telegram_vip.md
│
├── STRATEGY/                          ← Weekly reviews (CREATE IF MISSING)
│   └── weekly-review-YYYY-MM-DD.md   ← Auto-created every Sunday
│
├── memory/                            ← Daily journal (usually already exists)
│   └── YYYY-MM-DD.md                 ← Auto-created daily
│
└── .learnings/                        ← Self-improvement logs (CREATE IF MISSING)
    └── LEARNINGS.md                   ← Signal calibration notes (auto-created)

Create the following directory structure in /workspace/:
- CASHFLOW/TRACKING/tracker_state.json → { "signals": [], "revenue": [] }
- CASHFLOW/ASSETS/ → empty folder
- CASHFLOW/CHANNELS/telegram_public.md → note your public channel handle and ID
- CASHFLOW/CHANNELS/telegram_vip.md → note your VIP channel handle and ID
- STRATEGY/ → empty folder
- .learnings/LEARNINGS.md → empty file with header "# Signal Learnings"

TELEGRAM_BOT_TOKEN=your_bot_token
TELEGRAM_CHAT_ID=your_owner_chat_id
OWNER_CHAT_ID=your_owner_chat_id
PUBLIC_CHANNEL_ID=@YourPublicChannel
VIP_CHANNEL_ID=@YourVIPChannel

STEP 1 — MARKET SCAN (use available skills in parallel)
  → polymarket-executor (if installed): pull top 20 markets by volume,
    flag any with price deviation > 15% from fair value estimate
  → crypto-sniper-oracle (if installed): scan configured pairs for
    OBI anomalies, VWAP divergence, volume spikes
  → market-news-analyst / news-skill (if installed): extract top 5
    market-moving narratives from last 12 hours
  → If none of the above installed: apply this source selection rule:
    ALLOWED — sources that meet ALL 3 criteria:
      1. Publicly accessible without authentication
      2. Provide verifiable price, volume, or probability data
      3. Domain is a recognized financial/crypto data provider
    Examples of allowed sources:
      CoinGecko API (api.coingecko.com)
      Polymarket public CLOB (clob.polymarket.com)
      CoinDesk (coindesk.com)
      CoinTelegraph (cointelegraph.com)
      Reddit public JSON (reddit.com/r/[subreddit].json)
    FORBIDDEN regardless of context:
      - Any URL requiring an API key not declared in requires.env
      - Any paid data subscription endpoint
      - Any social media scraping beyond public Reddit JSON
      - Any URL not directly returning financial or market data

STEP 2 — OPPORTUNITY SCORING
  For each detected opportunity, score on 3 axes:
    EDGE_SCORE    = Information advantage vs market consensus (1-10)
    TIME_WINDOW   = How long before opportunity closes? (hours)
    CONFIDENCE    = Signal quality based on data, not hope (LOW/MEDIUM/HIGH)

  Filter: keep only opportunities where CONFIDENCE >= MEDIUM

STEP 3 — SIGNAL GENERATION
  For each opportunity passing the filter:
    → Write signal in SHARK FORMAT (see below)
    → Classify: FREE (public channel) or VIP (premium channel only)
    → VIP threshold: EDGE_SCORE >= 7 OR TIME_WINDOW <= 2h

STEP 4 — PUBLISH
  FREE signals → public Telegram channel
    Format: teaser only — the "what" but not the full "why" and "how"
    End every post with: "Full analysis + entry levels → [VIP channel name]"
  VIP signals → private VIP Telegram channel
    Format: complete SHARK SIGNAL (full analysis, entry, target, stop)

STEP 5 — LOG
  Append to /workspace/CASHFLOW/TRACKING/tracker_state.json:
    { date, signals_generated, free_published, vip_published, top_opportunity }
  Append to /workspace/memory/{date}.md: daily alpha scan summary

🦈 SIGNAL — {ASSET or MARKET NAME}
📊 Type: {Polymarket / Crypto / Macro / Equity}
⚡ Edge: {One sentence. What does the market not know yet?}

📍 Setup:
  Entry: {price or probability}
  Target: {price or probability}
  Stop: {price or probability — ALWAYS defined}
  Size: {% of capital — Kelly Criterion or fixed fraction}

🧠 Why now:
  {2-3 sentences max. Data only. No hope. No narrative without a number.}

⏱ Window: {How long is this signal valid?}
🎯 Confidence: {MEDIUM / HIGH — never publish LOW}

[Agent name] | {timestamp}

STEP 1 — TREND SCAN
  → Use news-skill or web search to identify the 3 most discussed
    crypto/finance topics today
  → Score each: VOLUME (how many talking) × CONTROVERSY (polarizing = engagement)
  → Select highest-scoring topic

STEP 2 — CONTENT GENERATION
  One piece of content per day, rotating format:
    Monday / Wednesday / Friday → X (Twitter) thread (7-10 tweets)
    Tuesday / Thursday          → Reddit post (r/algotrading or r/CryptoCurrency)
    Saturday                    → Educational Telegram post on public channel
    Sunday                      → Weekly performance recap (public + VIP)

  SHARK TONE RULES — mandatory for every piece:
    ✅ Contrarian hook in the first sentence
    ✅ Data backing the claim in the second sentence
    ✅ Short sentences — max 15 words each
    ✅ End with a hard statement or question that forces a reaction
    ✅ Last line = CTA to public channel (always one single action)
    ❌ Never say "I think" / "maybe" / "could be"
    ❌ Never write more than needed
    ❌ Never explain what everyone already knows

STEP 3 — FUNNEL MECHANICS
  Public channel posts → end with "Free signals: [public channel link]"
  X threads → end with "Real-time alerts: [public channel link]"
  Reddit posts → end with "Happy to share methodology if there's interest"
    (drives DMs → manual or automated funnel to VIP)

STEP 4 — WEEKLY VIP UPGRADE TRIGGER
  Once per week (Friday or Saturday), post to public channel:
    "This week: {N} signals. {N} wins. {N} losses. Win rate: {X}%.
     VIP members got the entries 2h early.
     Next week's best opportunity is already identified.
     VIP access: [landing page link] — {N} spots remaining."

STEP 5 — LOG
  Append content to /workspace/CASHFLOW/ASSETS/{date}-content.md

STEP 1 — REVENUE CHECK
  Read /workspace/CASHFLOW/TRACKING/tracker_state.json
  Tally: payments this week (amount + number of transactions)

STEP 2 — CHANNEL AUDIT
  Public channel: subscriber count delta, best performing post
  VIP channel: active subscribers, churn events if any

STEP 3 — SIGNAL PERFORMANCE
  Pull last 7 days from tracker_state.json and logs
  Calculate:
    → Total signals (free vs VIP)
    → Win rate by market type
    → Best and worst signal of the week with outcome

STEP 4 — BOTTLENECK DIAGNOSIS
  Apply this decision tree:
    Subscribers < 50?          → Traffic is the constraint
    Subscribers > 50, 0 VIP?  → Offer or social proof is the constraint
    VIP subscribers, high churn? → Signal quality is the constraint
  Identify ONE bottleneck. Propose ONE autonomous action to fix it.

STEP 5 — SEND WEEKLY REPORT TO OWNER
  Use SHARK WEEKLY REPORT format below.
  Save to /workspace/STRATEGY/weekly-review-{date}.md