# SEVEN ULTIMATE MEDIA MANAGER — Unified Extended Spec
## VIP Social Media Automation · Growth · Research · Ops

**Version:** 1.3 · **Date:** 2026-08-01 · Omni production parity (cookies/login/publish/responder)  
**Composite intent:** One compatible operating manual that merges the best of seven sources — clean structure, valid working notes, and production-ready code blocks.

### Source merge map (what won)

| # | Source file | Role in merge | Kept as authoritative for |
|---|-------------|----------------|---------------------------|
| 1 | `new-hybrid-4.7.md` | **System of record** for automation | Boot, cookies, stealth, pipeline, incidents, VPS, ethics |
| 2 | `Social Media Mastery Guide.md` | Research + ops patterns | Valid/invalid methods 2026, setup roadmaps, multi-agent notes |
| 3 | `Ultimate hybrid stack-media automation.md` | Browser stack | Decision tree, Patchright/browser-use/nodriver, anti-bot checklist |
| 4 | `social media overgrowth.md` | Content system | Retention blueprint, hub-and-spoke, daily OS |
| 5 | `Advanced media overgrowth.md` | Growth tactics | Ethical hacks, hooks, collab, 30-day plan |
| 6 | `Lead generation and media automation.md` | Demand gen | 11 lead methods, Meta 3-3-3, tool stack |
| 7 | `pro-mistral-searcher-agent-extension.md` | Research layer | 5-layer research, triangulation, CLEAR-style confidence |

### Conflict resolution (compatible defaults)

| Conflict | Resolution (use this) |
|----------|------------------------|
| API-first (Mastery) vs browser-only (Hybrid 4.7) | **Browser-first automation** is VIP default. Official platform tools only where ToS-safe; never instagrapi/tweepy/Graph scrapers. |
| Vanilla Playwright vs Patchright/Cloak/nodriver | **Never vanilla Playwright** on social. Prefer Hybrid stealth stack; Patchright/Cloak/nodriver as engines. |
| Aggressive scrape/bots vs ethics | **`passive_only: true`**. No captcha bypass automation. Quarantine on shadowban/checkpoint. |
| Volume spam vs phased growth | **PhasedGrowth caps** for accounts <21 days; platform playbooks are ceilings not floors. |
| Uniform random delays vs human patterns | **Bezier clicks + Poisson burst-rest**; match proxy geo ↔ timezone ↔ locale. |

### Paths (live stack)

| Asset | Path |
|-------|------|
| Master hybrid spec | `~/designs-content/vip/new-hybrid-4.7.md` |
| Permanent memory | `~/.gemini/config/permanent_memory/hybrid_47_social_memory.json` |
| Skill | `~/.grok/skills/hybrid-47-social/SKILL.md` |
| Media manager | `~/designs-content/vip/gemini-media-manager` |
| Local auto-login | `~/designs-content/vip/social media omni/local_auto_login.py` |
| This folder | `~/designs-content/vip/social media agent/seven ultimate media manager/` |

---

## Table of contents

1. [Hard operating contract](#1-hard-operating-contract)
2. [Architecture decision tree](#2-architecture-decision-tree)
3. [Account · cookie · VPS routing](#3-account--cookie--vps-routing)
4. [Canonical publish pipeline](#4-canonical-publish-pipeline)
5. [Content engine (retention + hub-spoke)](#5-content-engine-retention--hub-spoke)
6. [Platform playbooks](#6-platform-playbooks)
7. [Growth tactics (ethical)](#7-growth-tactics-ethical)
8. [Lead generation](#8-lead-generation)
9. [Stealth stack + working code](#9-stealth-stack--working-code)
10. [Humanization code](#10-humanization-code)
11. [Shadowban · incidents · recovery](#11-shadowban--incidents--recovery)
12. [Virality gate + phased growth](#12-virality-gate--phased-growth)
13. [Research extension (10% lite)](#13-research-extension-10-lite)
14. [Daily / weekly OS + 30-day plan](#14-daily--weekly-os--30-day-plan)
15. [Valid vs invalid methods 2026](#15-valid-vs-invalid-methods-2026)
16. [Checklists + quick-start](#16-checklists--quick-start)
17. [AI-agent pro-tips · prompts · golden rules](#17-ai-agent-pro-tips--prompts--golden-rules-error-avoidance)
18. [Omni production parity](#18-omni-production-parity--tie-defected-sections)

---

## 1. Hard operating contract

Non-negotiable (from Hybrid 4.7 + Verification layer):

1. **Boot first** — no browser without `ready: true` and secrets scan ≠ FAIL.
2. **smart_click only** — cubic Bezier; never raw `page.click()`.
3. **No banned platform APIs** — instagrapi / tweepy / Graph API scrapers off.
4. **CircuitBreaker** — 3 consecutive failures → abort platform/account.
5. **Cookies encrypted** — `sessions/{account}.enc`, SameSite Titlecase, chmod 600.
6. **Quarantine** on shadowban | checkpoint | session_expired | account_locked.
7. **Strip GPT-isms** — delve, tapestry, unlock, landscape, elevate, moreover, testament.
8. **Three-state verdict** — PASS | FAIL | INCONCLUSIVE; never promote INCONCLUSIVE → PASS.
9. **Search OFF by default** — only `--factual` / `needs_search`.
10. **Ethics** — `passive_only: true`; no captcha-bypass automation.
11. **One account → one VPS IP forever** (anti-link).
12. **Proxy-geo match** — IP region = browser timezone = locale.
13. **Warmup** — new accounts: days of human browsing before automation.
14. **Virality ≥ 60** before live publish when using PrePublishScorer.

```yaml
# config/ethics.yaml — passive constraints (boot-enforced)
passive_only: true
allow_dm_automation: false
allow_captcha_bypass: false
allow_platform_apis: false
allow_bridge_links: true
```

```python
# publish.py — mode dispatch
MODES = {
    "automate": "V38AutomatorSystem",   # default — publish, grow, engage
    "verify":   "VerificationEngine",   # media + pipeline checks
    "search":   "ResearchPipelineV43",  # optional 10% — only with --factual
}

def resolve_mode(args) -> str:
    if getattr(args, "factual", False) or getattr(args, "needs_search", False):
        return "search"
    if getattr(args, "verify", False):
        return "verify"
    return "automate"
```

**CLI surface (canonical):**  
`boot · publish · shadowban · grow · scrape · engage · comment · respond · group · syndicate · pulse · smart_dm · mine_tags · research · research_publish · media-hunt`

---

## 2. Architecture decision tree

Use before writing any automation code (merged from Ultimate hybrid stack + Hybrid 4.7).

```text
Q1: Target has Cloudflare / DataDome / reCAPTCHA / social bot ML?
    YES → Stealth engine: Hybrid stealth_browser | Patchright | CloakBrowser | nodriver
          + residential/native VPS IP + humanize + saved session
    NO  → Standard Playwright acceptable for non-social internal tools only

Q2: Task needs natural-language multi-step judgment?
    YES → browser-use / agent brain ON TOP of stealth engine (same session)
    NO  → Deterministic Playwright/Patchright scripts (faster, $0 LLM)

Q3: High-volume HTML scrape (no login UI)?
    YES → curl_cffi first; browser only if JS required
    NO  → Full browser path

Q4: Live multi-account social automation?
    YES → Mode C server entry (one account → one pinned VPS IP)
    NO  → Mac hub only for cookie export / Rescue Window / dry-run
```

### Recommended VIP stack layers

| Layer | Choice | Why |
|-------|--------|-----|
| Brain | Hybrid V38 / browser-use (optional AI steps) | Pipeline + governors already proven |
| Engine | Stealth Chromium (Patchright / Cloak / Hybrid CDP) | No vanilla CDP leaks |
| Identity | Encrypted cookies + persistent profile | Login once, reuse |
| Network | Native VPS IP (`proxy: null`) unless IP risk | Sticky geo; residential only when needed |
| Behavior | Bezier mouse + Poisson delays + warm_up | Anti-ban |
| Gate | PrePublishScorer + Virality ≥60 + final_gate | Anti false-positive “done” |
| Ops | ServerRouter + agent_monitor.db + incidents L1–L3 | Fleet safety |

### 4 golden survival rules

1. **Warm-up** — never automate a brand-new account on day 0; 3–7+ days human activity; PhasedGrowth until day 21.
2. **Proxy-geo match** — Germany IP + New York timezone = instant flag.
3. **Jitter** — no fixed cron fingerprints; Poisson burst-rest for scrolls.
4. **Session persistence** — save cookies + local_storage (IG/TT); refresh_silently every 45m on long engage.

---

## 3. Account · cookie · VPS routing

### Naming

| Token | Pattern | Example |
|-------|---------|---------|
| `{platform}` | lowercase | `instagram`, `twitter`, `tiktok` |
| `{account}` | `{platform}_{purpose}` | `instagram_growth01` |
| `{server}` | VPS alias | `hetzner`, `contabo`, `hostinger`, `ai-developer` |

### Cookie import protocol (AI executes)

```text
1. Platform from cookie domains / accounts.registry.json
2. Save → config/cookies/{account}.json (temp)
3. sanitize_cookie (SameSite Lax|Strict|None Titlecase)
4. EncryptedCookieManager.save → sessions/{account}.enc
5. Delete plaintext · chmod 600 on .enc
6. Patch servers.json account_routing (one account → one VPS)
7. Inject cookies BEFORE navigation
8. Headful if 2FA/CAPTCHA (Rescue Window) — ask human; never auto-bypass
9. Save cookies AFTER success (+ local_storage for IG/TT)
10. Keep-alive: Poisson scroll → rewrite → scp to assigned VPS
11. Long engage: refresh_silently() every 45m
```

### servers.json template

```json
{
  "servers": [
    {"id": "hetzner", "host": "46.62.228.173", "timezone": "Europe/Berlin", "proxy": null,
     "ssh": "ssh -i ~/.ssh/hetzner_dokploy root@46.62.228.173"},
    {"id": "contabo", "host": "149.102.150.185", "timezone": "Europe/Berlin", "proxy": null,
     "ssh": "ssh -i ~/.ssh/contabo2_new1 root@149.102.150.185"},
    {"id": "hostinger", "host": "31.97.122.87", "timezone": "Africa/Cairo", "proxy": null,
     "ssh": "ssh hostinger"},
    {"id": "ai-developer", "host": "213.199.36.17", "timezone": "UTC", "proxy": null,
     "ssh": "ssh -i ~/.ssh/ai_developer_key root@213.199.36.17"}
  ],
  "account_routing": {
    "instagram_growth01": "hetzner",
    "twitter_brand_main": "hostinger"
  },
  "defaults": {"timezone": "UTC", "server": "hetzner"}
}
```

### Modes (never confuse)

| Mode | Where | IP | Logged in? |
|------|-------|----|------------|
| A Mac hub | hub / local export | Home | Yes — cookie export / dry-run |
| B Public dash | HTTPS card | Visitor | No |
| C Server entry | orchestrate_enter | **Pinned VPS** | **Yes — live automation** |

### Encrypted cookie manager (working core)

> **Omni parity:** For production vault format, `expires=-1`, SCP, quarantine, and keep-alive, see **§18.2–§18.3** (adopted from media omni agents). Hybrid `.enc` remains long-term SoT; Omni `.js` is the live export format.


```python
# core/cookie_manager.py — Hybrid 4.7 canonical
import json, os, hashlib, base64
from pathlib import Path
from typing import List, Dict, Optional

class EncryptedCookieManager:
    def __init__(self):
        self.key = os.environ.get("ENCRYPTION_KEY")
        if self.key:
            derived = hashlib.sha256(self.key.encode()).digest()
            self.key_b64 = base64.urlsafe_b64encode(derived)
        else:
            self.key_b64 = None
        self.dir = Path("sessions")
        self.dir.mkdir(exist_ok=True)

    def sanitize_cookie(self, c: Dict) -> Dict:
        out = {
            "name": c.get("name", ""),
            "value": c.get("value", ""),
            "domain": c.get("domain", ""),
            "path": c.get("path", "/"),
        }
        if "expires" in c:
            out["expires"] = c["expires"]
        elif "expirationDate" in c:
            out["expires"] = c["expirationDate"]
        if "httpOnly" in c:
            out["httpOnly"] = c["httpOnly"]
        if "secure" in c:
            out["secure"] = c["secure"]
        ss = c.get("sameSite", "Lax")
        if isinstance(ss, str):
            ss = ss.lower()
            if ss in ("no_restriction", "none"):
                out["sameSite"] = "None"
            elif ss == "strict":
                out["sameSite"] = "Strict"
            else:
                out["sameSite"] = "Lax"
        return out

    def save(self, account_id: str, cookies: List[Dict]) -> bool:
        sanitized = [self.sanitize_cookie(c) for c in cookies]
        raw_data = json.dumps(sanitized).encode("utf-8")
        if self.key_b64:
            try:
                from cryptography.fernet import Fernet
                data = Fernet(self.key_b64).encrypt(raw_data)
                suffix = ".enc"
            except ImportError:
                data, suffix = raw_data, ".json"
        else:
            data, suffix = raw_data, ".json"
        path = self.dir / f"{account_id}{suffix}"
        path.write_bytes(data)
        try:
            path.chmod(0o600)
        except OSError:
            pass
        return True

    def load(self, account_id: str) -> Optional[List[Dict]]:
        enc_path = self.dir / f"{account_id}.enc"
        json_path = self.dir / f"{account_id}.json"
        try:
            if enc_path.exists() and self.key_b64:
                from cryptography.fernet import Fernet
                raw = Fernet(self.key_b64).decrypt(enc_path.read_bytes())
                return json.loads(raw.decode("utf-8"))
            if json_path.exists():
                return json.loads(json_path.read_text())
        except Exception:
            return None
        return None

    def quarantine(self, account_id: str) -> bool:
        for src, dst in (
            (f"{account_id}.enc", f"{account_id}_expired.enc"),
            (f"{account_id}.json", f"{account_id}_expired.json"),
        ):
            p = self.dir / src
            if p.exists():
                p.rename(self.dir / dst)
                return True
        return False
```

```python
# core/cookie_chain.py — silent refresh during long engage
import time

class CookieChainManager:
    def __init__(self, account_id: str, refresh_interval_minutes: int = 45):
        self.account_id = account_id
        self.interval = refresh_interval_minutes * 60
        self.last_refresh = time.time()

    def should_refresh(self) -> bool:
        return time.time() - self.last_refresh > self.interval

    async def refresh_silently(self, page, refresh_url: str):
        await page.evaluate(
            f"""fetch('{refresh_url}', {{method: 'GET', credentials: 'include',
                headers: {{'X-Refresh-Request': 'true'}}}}).catch(() => {{}});"""
        )
        self.last_refresh = time.time()
```

**PRO TIP:** Instagram/TikTok need `local_storage` inside the encrypted session blob, not cookies alone.

### Onboarding gate (all must PASS before live)

| Step | Pass condition |
|------|----------------|
| `boot()` | `ready: true`, secrets_scan ≠ FAIL |
| Encrypted session | `sessions/{account}.enc` exists |
| Routing | `account_routing[{account}]` set |
| Dry-run | `publish --dry-run` → `rejected: false` |

---

## 4. Canonical publish pipeline

```text
boot()
  → ServerRouter (pick VPS for account)
  → HybridDispatcher (open stealth context + inject cookies)
  → EngagementHook.warm_up()          # scroll niche feed first
  → PrePublishScorer + AlgorithmMapper
  → maybe_search() IF --factual / needs_search
  → CaptionTransformer (platform rules + strip GPT-isms)
  → Virality ≥ 60 gate
  → publish (media upload + caption + post)
  → first_60_minutes()                # reply/engage window
  → log_post() → AlgorithmMapper feedback
  → re-save session if mutated
```

```bash
# Quick-start (Hybrid CLI pattern)
python publish.py boot
python publish.py publish --platform instagram --topic "Machine Learning" --dry-run
python publish.py publish --platform instagram --account instagram_growth01 --topic "AI automation"
```

> **Omni parity:** Runnable shorts scheduler, Twitter 270-trim, TikTok joyride clear, and hour windows → **§18.4**. Auto-responder → **§18.5**.

### Platform ceilings (playbooks — not floors)

| Platform | Posts/day | Critical window | Media specs |
|----------|----------|-----------------|-------------|
| Instagram | 3 | First 30 min | 1080×1080 feed · 1080×1920 reel ≤90s |
| Twitter/X | 5 | First 15 min | 280 chars · ≤2 hashtags in main |
| TikTok | 3 | First 60 min velocity | 1080×1920 ≤10 min |

New accounts use **PhasedGrowth** until day 21 (stricter than table).

---

## 5. Content engine (retention + hub-spoke)

Merged from `social media overgrowth.md` + Advanced overgrowth.

### Foundation (before any post)

- One clear niche + 3–5 content pillars (algorithms pattern-match topics).
- Identical name, handle, visual system, keyword-rich bio across platforms.
- One lead platform for 30–60 days (usually TikTok or IG Reels).
- Optimize for **shares, saves, comments, completion** — not vanity likes.
- Native only: no watermarks, no pure copy-paste cross-post.

### High-retention short-form blueprint

Target: **>80–100% APV** on short-form; cut any second where retention graph dips.

| Window | Job | Rules |
|--------|-----|-------|
| 0–3s | Pattern interrupt | Motion in 0.5s + on-screen text + high-stakes line. Never “Hey guys…” |
| 3–10s | Open narrative loop | Info gap / conditional framing |
| Mid | Pacing engine | Visual change every 2–3s; punch-in 10–15%; caption pops |
| End | Cold cut / loop | No “thanks for watching”; last frame rewatchable |

**Editing stack:** punch-in cuts · J-cuts 0.2–0.5s · word-by-word captions · 1.1–1.2× speech · silence removal.

### Hub-and-spoke (sustainable scale)

Once or twice weekly: one strong **hub** (talking-head / tutorial / strong take).  
Spokes (platform-native, different hooks):

- 3–6 vertical shorts  
- Sharpest line → X/Threads  
- Structure → IG/LinkedIn carousel  
- Key takeaway → pin/graphic  

**Repurpose math:** 1 long → 8–12 shorts → 4–6 carousels → 2–3 threads → Stories/newsletter.

### Caption / hook formulas

```text
Viral hook = Curiosity gap + Emotional trigger + Clear benefit
3-second hook examples:
  - "Stop doing X if you want Y"
  - "I wasted $N on Z — here's what actually worked"
  - Pattern interrupt visual + text overlay in frame 1
```

**Caption hack:** force “Read more…” then deliver value; pin a polarizing/high-value first comment yourself.

**Hashtags (sane defaults):**

| Platform | Rule |
|----------|------|
| TikTok/Reels | 3–5 max (trending + niche) |
| Instagram | Clean caption; optional 10–15 tags in first comment |
| YouTube | 3–5 in description |
| X | ≤2 in main post |

---

## 6. Platform playbooks

| Platform | Cadence | Growth levers |
|----------|---------|---------------|
| **TikTok** | 3–5/week quality (or 3–5/day only if retention holds) | Trending sound <24–72h, stitch/duet, series, first-hour replies, >80% watch |
| **Instagram** | Reels 3–7/wk · Carousels 2–4/wk · Stories daily | 10-slide value carousels, collab posts, DM keyword tools (ManyChat OK), first 30 min |
| **X** | 3–7 posts/day spaced | Reply-guy to 20 niche accounts <60s, threads with specific numbers, link in reply not main |
| **LinkedIn** | 1–2/day weekdays | Document/carousel, dwell time, 20–30 meaningful comments/day |
| **YouTube** | Shorts 1–3/day + long 1–2/wk | Thumbnail+title = hook; first 30s open loop; chapters; Shorts → long funnel |
| **Facebook** | Native Reels 1–2/day | Groups value-first; Lives; profile often > Page organic |
| **Threads** | 2–5/day | Conversation-first; avoid generic AI tone |
| **Pinterest** | Daily 2:3 pins | Keyword titles as answers; patience compounding |
| **Reddit** | Strict 9:1 value | Karma first; title does work; first 30–60 min votes |

### Aggressive-but-safe growth notes (Lead gen doc, filtered)

- **IG carousel:** hook → pure value slides → CTA “follow for part 2”.
- **TT replication:** study 10 niche virals last 30d → same hook structure, your face/voice — not stolen IP.
- **X reply strategy:** notifications on 20 big accounts; value reply in 60s.
- **Comment pods:** only real humans, early window; bots = shadowban path (prefer organic first-hour).
- Prefer **ManyChat keyword DMs** (Meta-compliant) over gray auto-DM blasts.

---

## 7. Growth tactics (ethical)

### What works (Advanced overgrowth + Mastery)

1. Reverse-engineer winners: top posts, times, formats — **replicate structure, not copy**.
2. Micro-collabs (5K–50K): higher ER than macros; offer free creative first.
3. Engagement loop: post → reply all comments 30–60 min → pin best comment.
4. A/B hooks and thumbnails weekly; kill losers ruthlessly.
5. White-hat substitutes for black-hat:

| Black-hat temptation | White-hat substitute |
|----------------------|----------------------|
| Buy followers | Giveaway + real follows |
| Engagement bots | Real early engagement + value comments |
| Hashtag stuffing | 3–5 relevant tags |
| Clickbait lie | High-contrast curiosity that delivers |
| Datacenter proxies | Native VPS / residential geo-matched |

### What NOT to do

- Fake engagement / purchased metrics  
- Exploiting ToS loopholes / spam mass DMs  
- Impersonation, fake profiles for social proof  
- API abuse / aggressive scraping from personal numbers  
- Auto captcha solving (escalates bans)  
- Promoting INCONCLUSIVE checks as “done”

---

## 8. Lead generation

Ethical free methods ranked easiest → hardest (from Lead generation doc):

| # | Method | Core move |
|---|--------|-----------|
| 1 | LinkedIn + Hunter/Apollo free tiers | Intent signals → personalized email |
| 2 | X bio emails | Value reply first, then email |
| 3 | Reddit pain-point mining | Free resource DM, not pitch |
| 4 | Competitor YT commenters | Answer questions + magnet |
| 5 | G2/Capterra unhappy reviewers | Highest intent B2B |
| 6 | Podcast guest circuit | Show notes emails + intros |
| 7 | Quora → lead magnet | Compound SEO |
| 8 | Slack/Discord value-first | Bio offer after 2 weeks help |
| 9 | Maps → website contacts | B2B local; verify emails |
| 10 | Webinar attendance networking | Post-event LinkedIn |
| 11 | SEO content + interactive magnet | 3–6 month compound machine |

### Meta ads (when paid)

- Spy: Meta Ad Library (longest-running ads = winners).  
- Structure: **3-3-3** (3 campaigns × 3 audiences × 3 creatives).  
- Scale: **≤20% budget increase / 72h**; horizontal dupe winners; refresh creative if frequency >3.

### Tool stack (pragmatic)

| Need | Tools |
|------|--------|
| Email find | Hunter, Apollo free tiers |
| Sequence | Instantly / Smartlead (if cold email is legal for you) |
| Schedule | Buffer / Later / Typefully |
| Creative | CapCut, Canva |
| Ads | Meta Ads Manager + Ad Library |
| Automation home | Hybrid 4.7 browser stack on VPS |

**Telegram note:** Prefer organic authority channels over scrape-and-spam. Virtual numbers + residential + hard rate limits if operating multi-account messaging; never personal number; never identical messages.

---

## 9. Stealth stack + working code

### Install baselines

```bash
# Hybrid / Patchright path
pip install patchright playwright cryptography aiohttp
patchright install chromium
# optional AI agent layer
pip install browser-use
```

### Hybrid hybrid agent sketch (stealth page + optional AI)

```python
# examples/hybrid_stealth_agent.py — pattern only; wire to your session store
import asyncio
import os
from patchright.async_api import async_playwright

# Prefer native VPS IP; set only if IP risk demands residential
PROXY = os.environ.get("RESIDENTIAL_PROXY")  # e.g. http://user:pass@host:port


async def open_stealth_context(user_data_dir: str, timezone_id: str, locale: str):
    async with async_playwright() as p:
        launch_kwargs = {
            "headless": False,  # safer for social
            "args": ["--disable-blink-features=AutomationControlled"],
        }
        if PROXY:
            launch_kwargs["proxy"] = {"server": PROXY}
        browser = await p.chromium.launch(**launch_kwargs)
        context = await browser.new_context(
            viewport={"width": 1280, "height": 800},
            locale=locale,
            timezone_id=timezone_id,
            user_agent=(
                "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) "
                "AppleWebKit/537.36 (KHTML, like Gecko) "
                "Chrome/126.0.0.0 Safari/537.36"
            ),
        )
        # Inject encrypted cookies BEFORE goto (Hybrid rule)
        # cookies = EncryptedCookieManager().load(account_id)
        # if cookies: await context.add_cookies(cookies)
        page = await context.new_page()
        await page.add_init_script(
            """
            Object.defineProperty(navigator, 'webdriver', {get: () => undefined});
            """
        )
        return browser, context, page


# Deterministic path: known selectors, warm_up, smart_click, upload, caption.
# AI path: hand same page to browser-use Agent only for unknown UI / judgment steps.
```

### Anti-bot shipping checklist

- [ ] bot.sannysoft.com / browserscan-class tests pass  
- [ ] `navigator.webdriver` not leaking true  
- [ ] TLS/UA match real Chrome version  
- [ ] Proxy IP matches timezone + locale  
- [ ] Bezier mouse; scroll before click  
- [ ] Session cookies (+ local_storage IG/TT) persist  
- [ ] Rate: human pacing, platform ceilings, PhasedGrowth  
- [ ] No raw `page.click()`; use smart_click  
- [ ] Circuit breaker + quarantine wired  

### Fallback ladder

1. Hybrid stealth / Patchright fails hard → CloakBrowser or nodriver  
2. Agent LLM wrong step → deterministic Playwright on known path  
3. All browsers blocked → stop; do not captcha-farm; manual Rescue Window  
4. IP risk → zero-cost/residential path after `check_ip_risk()`  

---

## 10. Humanization code

```python
# core/humanization.py — Hybrid 4.7 core (Bezier + quality)
from __future__ import annotations
import asyncio
import math
import random
import time
from typing import Dict, List, Tuple

MIN_REACTION = 0.18


class BioMimeticMouse:
    @staticmethod
    def generate_bezier_path(
        start_x: int, start_y: int, end_x: int, end_y: int, points: int = 25
    ) -> List[Tuple[int, int]]:
        cp1_x = start_x + random.randint(-80, 80)
        cp1_y = start_y + random.randint(-80, 80)
        cp2_x = end_x + random.randint(-50, 50)
        cp2_y = end_y + random.randint(-50, 50)
        path: List[Tuple[int, int]] = []
        for i in range(points + 1):
            t = i / points
            x = (
                (1 - t) ** 3 * start_x
                + 3 * (1 - t) ** 2 * t * cp1_x
                + 3 * (1 - t) * t ** 2 * cp2_x
                + t ** 3 * end_x
            )
            y = (
                (1 - t) ** 3 * start_y
                + 3 * (1 - t) ** 2 * t * cp1_y
                + 3 * (1 - t) * t ** 2 * cp2_y
                + t ** 3 * end_y
            )
            if i < points:
                x += random.uniform(-1.5, 1.5)
                y += random.uniform(-1.5, 1.5)
                if random.random() < 0.05:
                    overshoot = random.randint(3, 8)
                    x += overshoot if random.random() > 0.5 else -overshoot
                    y += overshoot if random.random() > 0.5 else -overshoot
            path.append((int(x), int(y)))
            if i < points and random.random() < 0.08:
                path.append(path[-1])
        path[-1] = (int(end_x), int(end_y))
        return path


async def smart_click(page, locator, start: Tuple[int, int] | None = None):
    """Never use raw page.click for social targets."""
    box = await locator.bounding_box()
    if not box:
        raise RuntimeError("target not visible")
    # pad away from pure centroid
    tx = int(box["x"] + box["width"] * random.uniform(0.35, 0.65))
    ty = int(box["y"] + box["height"] * random.uniform(0.35, 0.65))
    sx, sy = start or (random.randint(80, 400), random.randint(80, 600))
    path = BioMimeticMouse.generate_bezier_path(sx, sy, tx, ty)
    for x, y in path:
        await page.mouse.move(x, y)
        await asyncio.sleep(random.uniform(0.008, 0.025))
    await asyncio.sleep(max(MIN_REACTION, random.uniform(0.12, 0.35)))
    await page.mouse.down()
    await asyncio.sleep(random.uniform(0.04, 0.12))
    await page.mouse.up()


def burst_rest_pattern(n_actions: int = 12) -> List[float]:
    """Poisson-style: short bursts then longer rest (replace uniform sleeps)."""
    delays = []
    burst = 0
    for _ in range(n_actions):
        if burst >= random.randint(3, 6):
            delays.append(random.uniform(8.0, 25.0))  # rest
            burst = 0
        else:
            delays.append(random.expovariate(1 / 2.2))  # ~2s mean
            burst += 1
    return delays
```

**PRO TIPS**

- Centroid-only clicks = bot signature.  
- Replace `random.uniform` scroll loops with `burst_rest_pattern`.  
- Warm new accounts 7 days zero post/follow when possible (PhasedGrowth day 0–6 posts=0).

---

## 11. Shadowban · incidents · recovery

### Canary detector (working)

```python
# core/shadowban.py — real canary, never RNG
import asyncio
from typing import Dict, Optional

CANARY_HASHTAGS = ["canarytest2026", "shadowbanprobe", "algotest"]


class ShadowbanDetector:
    async def canary_visible(self, page, platform: str, tag: str) -> bool:
        tag = tag.lstrip("#")
        urls = {
            "instagram": f"https://www.instagram.com/explore/tags/{tag}/",
            "tiktok": f"https://www.tiktok.com/tag/{tag}",
            "twitter": f"https://x.com/search?q=%23{tag}&f=live",
        }
        if platform not in urls:
            return True
        await page.goto(urls[platform], wait_until="domcontentloaded")
        await asyncio.sleep(3)
        if platform == "instagram":
            return await page.locator("article").count() > 0
        content = await page.content()
        return tag.lower() in content.lower()

    async def check_shadowban(
        self, page, platform: str, username: str = "", post_reach: Optional[int] = None
    ) -> Dict:
        methods = []
        for tag in CANARY_HASHTAGS[:2]:
            visible = await self.canary_visible(page, platform, tag)
            methods.append(
                {
                    "method": "hashtag_search",
                    "tag": tag,
                    "visible": visible,
                    "confidence": 0.85 if not visible else 0.2,
                }
            )
        if post_reach is not None and post_reach < 50:
            methods.append(
                {"method": "reach_drop", "reach": post_reach, "confidence": 0.7}
            )
        conf = sum(m["confidence"] for m in methods) / max(len(methods), 1)
        shadowbanned = conf > 0.55
        return {
            "shadowbanned": shadowbanned,
            "confidence": round(conf, 2),
            "methods": methods,
            "recommendations": (
                ["Pause automation 48h", "Manual engagement only", "Re-canary before resume"]
                if shadowbanned
                else ["Normal"]
            ),
        }
```

### Incident tiers

| Tier | Triggers | Actions |
|------|----------|---------|
| **L1 Warning** | Soft rate, mild anomaly | Pause 30m, cool page, reduce rate |
| **L2 Contain** | Checkpoint, session_expired, captcha, challenge | Quarantine cookies, open circuit, human re-export same IP |
| **L3 Critical** | Shadowban, locked, banned, suspended | Halt 48h, webhook, manual only, re-canary before resume |

Map: **ErrorCode 301→L1 · 308→L2 · 310→L3**.

```python
# core/incident_response.py — condensed
from enum import IntEnum
from dataclasses import dataclass, field
from datetime import datetime, timezone
from pathlib import Path
import json
import asyncio
from typing import List


class IncidentTier(IntEnum):
    L1_WARNING = 1
    L2_CONTAIN = 2
    L3_CRITICAL = 3


class IncidentResponseEngine:
    LOG_PATH = Path("logs/incidents.jsonl")

    def classify(self, trigger: str) -> IncidentTier:
        t = trigger.lower()
        if any(x in t for x in ("shadowban", "locked", "banned", "suspended")):
            return IncidentTier.L3_CRITICAL
        if any(x in t for x in ("checkpoint", "session_expired", "captcha", "challenge")):
            return IncidentTier.L2_CONTAIN
        return IncidentTier.L1_WARNING

    async def execute(self, platform: str, account_id: str, trigger: str, page=None, governor=None, cb=None):
        tier = self.classify(trigger)
        actions = []
        if tier >= IncidentTier.L1_WARNING and governor:
            governor.pause_platform(platform, minutes=30)
            actions.append("governor_pause_30m")
        if tier >= IncidentTier.L2_CONTAIN:
            from core.cookie_manager import EncryptedCookieManager
            EncryptedCookieManager().quarantine(account_id)
            actions.append("cookie_quarantine")
            if cb:
                cb.force_open(platform)
                actions.append("circuit_breaker_open")
        if tier >= IncidentTier.L3_CRITICAL and governor:
            governor.pause_platform(platform, hours=48)
            actions.append("governor_pause_48h")
        self.LOG_PATH.parent.mkdir(parents=True, exist_ok=True)
        with open(self.LOG_PATH, "a") as f:
            f.write(json.dumps({
                "tier": tier.name, "platform": platform, "account": account_id,
                "trigger": trigger, "actions": actions,
                "ts": datetime.now(timezone.utc).isoformat(),
            }) + "\n")
        return {"tier": tier.name, "actions": actions}
```

**Never ban-loop retry** after L2/L3.

---

## 12. Virality gate + phased growth

```python
# core/phased_growth.py
from __future__ import annotations
from datetime import datetime, timezone


class PhasedGrowth:
    def __init__(self, account_created: str | None = None):
        self.created = (
            datetime.fromisoformat(account_created)
            if account_created
            else datetime.now(timezone.utc)
        )

    def age_days(self) -> int:
        return (datetime.now(timezone.utc) - self.created).days

    def daily_caps(self) -> dict:
        d = self.age_days()
        if d < 7:
            return {"posts": 0, "follows": 0, "likes": 5, "comments": 0}
        if d < 14:
            return {"posts": 1, "follows": 5, "likes": 20, "comments": 3}
        if d < 21:
            return {"posts": 2, "follows": 15, "likes": 40, "comments": 10}
        return {"posts": 3, "follows": 30, "likes": 80, "comments": 15}


# agent/virality_scorer.py
class ViralityScorer:
    CHECKS = [
        ("hook_first_3s", 20),
        ("virality_trigger", 20),
        ("engagement_cta", 15),
        ("format_match", 10),
        ("trending_element", 10),
        ("visual_quality", 10),
        ("caption_seo", 5),
        ("hashtag_strategy", 5),
        ("hashtag_min_or_sane", 5),
        ("dm_share_hook", 5),
    ]

    @classmethod
    def score(cls, passed: list) -> int:
        return min(100, sum(w for k, w in cls.CHECKS if k in passed))

    @classmethod
    def report(cls, passed: list) -> str:
        s = cls.score(passed)
        return f"Virality {s}/100 {'PUBLISH' if s >= 60 else 'REVISE'}"
```

| Account age | posts/d | follows/d | likes/d |
|-------------|---------|-----------|---------|
| 0–6 | 0 | 0 | 5 |
| 7–13 | 1 | 5 | 20 |
| 14–20 | 2 | 15 | 40 |
| 21+ | 3 | 30 | 80 |

---

## 13. Research extension (10% lite)

Default **OFF** for publish/grow/engage. Enable only with `--factual` / `needs_search`.

### Pipeline

```text
OmniMemory FTS (local) → OSINT APIs (arXiv, Semantic Scholar, …)
  → CLEAR gate: confidence ≥65, ≥2 domains
  → Index research_fts · prune >1 day
  → LLMInputGuard.sanitize_scraped() before any model prompt
```

### 5-layer research (pro-mistral extension)

1. Surface web (search operators, news)  
2. Deep web (arXiv, PubMed, gov data)  
3. Hidden web (Wayback, cache, RSS)  
4. Specialized (Shodan-class only when legal/relevant)  
5. Direct access (APIs, primary sources)

### Triangulation + confidence

```python
from urllib.parse import urlparse

class ThreeSourceValidator:
    def __init__(self):
        self.sources = []

    def add_source(self, source, claim, confidence: float):
        self.sources.append({"source": source, "claim": claim, "confidence": confidence})

    def validate(self, claim, min_confidence=0.65, min_sources=2):
        supporting = [
            s for s in self.sources
            if s["claim"] == claim and s["confidence"] >= min_confidence
        ]
        domains = {
            urlparse(s["source"]).netloc.lower() or s["source"].lower()
            for s in supporting
        }
        return {
            "validated": len(supporting) >= min_sources and len(domains) >= 2,
            "supporting_sources": len(supporting),
            "domains": len(domains),
            "confidence": (
                sum(s["confidence"] for s in supporting) / len(supporting)
                if supporting else 0.0
            ),
        }


class ConfidenceScorer:
    weights = {
        "source_authority": 0.30,
        "cross_references": 0.25,
        "expert_consensus": 0.20,
        "temporal_freshness": 0.15,
        "logical_consistency": 0.10,
    }

    def score(self, source: dict) -> dict:
        scores = {
            "source_authority": min(source.get("domain_authority", 0), 100),
            "cross_references": min(source.get("cross_references", 0) / 3 * 100, 100),
            "expert_consensus": min(source.get("expert_endorsements", 0) / 5 * 100, 100),
            "temporal_freshness": max(0, 100 - (source.get("age_days", 0) / 180 * 100)),
            "logical_consistency": source.get("logical_score", 100),
        }
        total = sum(scores[k] * self.weights[k] for k in self.weights)
        return {"scores": scores, "total": total, "pass_clear": total >= 65}
```

---

## 14. Daily / weekly OS + 30-day plan

### Daily non-negotiables

- Create/post on lead platform + light spokes  
- First-hour engagement on new posts  
- Value comments on bigger niche accounts  
- Capture ≥5 content ideas  
- One retention graph or analytics snapshot  

### Weekly

- 1–2 hub pieces batched  
- Analytics: double down winners, kill losers  
- One collab or trend reaction  
- Update calendar; review incidents log  

### 30-day launch sequence

| Week | Focus |
|------|--------|
| 1 | Niche, pillars, bios, visual ID, lead platform; batch 8–10 hubs; algorithm testing hooks; no heavy automation |
| 2 | Daily-ish posts; first-hour replies obsession; cookie encrypt + dry-run publish path; A/B hooks |
| 3 | Double down winners; hub-spoke full; light grow under PhasedGrowth; shadowban canary weekly |
| 4 | Stabilize cadence; optional Meta tests; scale only what has data; never open circuits without reason |

### 20 pro magic notes (Mastery, compressed)

1. 80/20 value vs promo  
2. Golden hour from native analytics  
3. Viral hook formula  
4. Engagement loop 30 min  
5. Story: audience hero + problem + solution  
6. Sane hashtag strategy  
7. 1 video → 5+ platform assets  
8. Tag 1–2 relevant accounts max  
9. Trend-jack within hours via niche filter  
10. UGC with credit  
11. Polls / interactive  
12. BTS humanizes  
13. Educational series 2×  
14. Testimonials / social proof  
15. Honest scarcity only  
16. Authority takes  
17. Community (group/Discord)  
18. Cross-promote platforms  
19. Analytics ruthlessness  
20. Consistency > single viral  

---

## 15. Valid vs invalid methods 2026

### Valid

| Method | Risk | Note |
|--------|------|------|
| Browser-first human-mimetic publish | Low–Med | Hybrid default |
| Deterministic fingerprint per account | Low | Seeded, stable |
| Bezier + Poisson humanization | Low | Required |
| Encrypted cookies + geo match | Low | Required |
| Screenshot / three-state verify | Low | Required for “done” |
| Rate governors + PhasedGrowth | Low | Required |
| Warmup protocol | Low | Required |
| Official compliant tools (e.g. ManyChat) | Low | Prefer over gray bots |
| Residential/native sticky IP | Med | When needed |

### Invalid / high risk

| Method | Why | Do instead |
|--------|-----|------------|
| Datacenter proxies on social | Instant detect | Native VPS / residential |
| Vanilla Playwright | CDP artifacts | Stealth stack |
| Random fingerprints each run | Correlation fail | Deterministic per account |
| Rapid-fire posting | Rate bans | Playbook + phase caps |
| Duplicate content spam | Spam systems | Spin with human edit |
| Auto captcha solve | Ban escalate | Rescue Window human |
| Platform unofficial APIs | ToS + ban | Browser-only |
| Fake metrics | Death + reputation | Organic systems |

---

## 16. Checklists + quick-start

### Pre-live checklist

- [ ] Niche + pillars + bios locked  
- [ ] Lead platform chosen  
- [ ] `ENCRYPTION_KEY` set; sessions chmod 600  
- [ ] Cookies encrypted; SameSite Titlecase  
- [ ] `account_routing` one account → one VPS  
- [ ] `boot()` ready + secrets scan PASS  
- [ ] ethics.yaml `passive_only: true`  
- [ ] Dry-run publish `rejected: false`  
- [ ] PhasedGrowth age known  
- [ ] Shadowban canary runnable  
- [ ] Incident log path writable  
- [ ] Proofs/screenshots directory ready  

### Anti-block checklist

- [ ] Fingerprint init (canvas/WebGL/webdriver)  
- [ ] Bezier mouse + padding  
- [ ] Poisson delays  
- [ ] Referrer nav for cold profile visits  
- [ ] Native IP unless IP_RISK  
- [ ] PhasedGrowth if age <21d  
- [ ] Platform ceilings  
- [ ] NSRE skip parasitic_risk (if grow graph enabled)  
- [ ] Real canary on tag chrono  
- [ ] On detect: quarantine, open circuit, no burst retry  

### DONE criteria (never claim done without)

- Screenshot or structured log in `proofs/` / agent_monitor  
- Cookies re-saved if session mutated  
- No open circuit without logged reason  
- Live multi-account used **Mode C**  
- Verification **PASS** (not INCONCLUSIVE)  
- first_60_minutes planned or executed after publish  

### VPS harden (production)

```bash
#!/usr/bin/env bash
# scripts/vps_harden.sh (pattern)
set -euo pipefail
USER=omni; APP_DIR=/opt/omni-social
id "$USER" &>/dev/null || useradd -m -s /bin/bash "$USER"
mkdir -p "$APP_DIR"/{sessions,logs,cache,config/cookies,proofs}
chown -R "$USER:$USER" "$APP_DIR"
chmod 700 "$APP_DIR/sessions" "$APP_DIR/config/cookies"
echo "Deploy as $USER; set OMNI_DEPLOY=production; never run automation as root"
```

### Architecture (dependency sketch)

```mermaid
graph TD
    boot --> ServerRouter
    ServerRouter --> HybridDispatcher
    HybridDispatcher --> StealthBrowser
    StealthBrowser --> EncryptedCookies
    HybridDispatcher --> EngagementHook
    EngagementHook --> PrePublishScorer
    PrePublishScorer --> ViralityGate
    ViralityGate --> Publish
    Publish --> First60
    Publish --> ShadowbanCanary
    ShadowbanCanary --> IncidentEngine
    IncidentEngine --> Quarantine
    RateGovernor --> Publish
    CircuitBreaker --> HybridDispatcher
```

---

## Appendix A — PRO TIP index (Hybrid 4.7 essentials)

| § | Tip |
|---|-----|
| 0b | publish/grow/engage never auto-search without `--factual` |
| 3 | Always sanitize SameSite or Playwright dies |
| 3v2 | IG/TT local_storage in blob; refresh 45m |
| 4b | Headful for 2FA; no automated captcha bypass |
| 8 | Bezier paths; centroid = bot |
| 8b | Poisson burst-rest for scrolls |
| 9 | Real shadowban canary — never RNG |
| 10 | New accounts tighter PhasedGrowth |
| 12 | first_60_minutes after every publish |
| 17 | Map errors → L1/L2/L3 before retry |
| 19 | Playbooks are ceilings; PhasedGrowth for new |

---

## Appendix B — Final truth (merged)

Virality is not guaranteed per post. What compounds:

1. High-retention structure  
2. Platform-native adaptation  
3. First-hour engagement  
4. Consistent relevant emotional content  
5. Browser-first automation with governors and quarantine  
6. Ruthless iteration on real analytics  
7. Ethics that keep accounts alive past week 8  

**Execute the system 90 days.** The accounts that win are still posting, improving, and staying unbanned — not the ones that bought a temporary spike.

---

## Appendix C — Source file index

```text
seven ultimate media manager/
├── SEVEN-ULTIMATE-MEDIA-MANAGER-UNIFIED.md   ← THIS FILE
├── new-hybrid-4.7.md                         ← full module source (~5k lines)
├── Social Media Mastery Guide.md             ← research + extended code collection
├── Ultimate hybrid stack-media automation.md ← browser stack rankings + AI coder prompt
├── social media overgrowth.md                ← retention + hub-spoke OS
├── Advanced media overgrowth.md              ← ethical growth hacks + 30-day plan
├── Lead generation and media automation.md   ← leads + Meta + tool stack
└── pro-mistral-searcher-agent-extension.md   ← research agent extension
```

When implementing code modules, prefer the **full bodies** in `new-hybrid-4.7.md` as the implementation source of truth; use this unified file as the **operating manual and merge policy**.

---

*End of unified extended spec v1.0 — Seven Ultimate Media Manager*


---

---

# 17. AI-agent pro-tips · prompts · golden rules (error avoidance)

**Purpose:** Make any AI agent (Grok / Claude / AGY / gocode / browser-use) act correctly on VIP social tasks — publish, grow, engage, login, research — **without classic agent failures** (false done, ban-loop, bad cookies, GPT captions, wrong VPS, skipped gates).

---

## 17.1 System persona (paste as agent system / skill prefix)

```text
You are VIP Social Media Automator Agent (Hybrid 4.7 + Seven Ultimate Media Manager).

IDENTITY
- Browser-first operator. No unofficial platform APIs (no instagrapi/tweepy/Graph scrapers).
- Safety > speed. Alive accounts beat clever hacks.
- Lazy senior: fewest safe steps; never invent success.

BEFORE ANY BROWSER ACTION
1. boot() / self-check must be ready; secrets_scan ≠ FAIL.
2. Know account_id, platform, assigned VPS (account_routing). One account → one IP forever.
3. Encrypted session must exist (sessions/{account}.enc) unless this task is cookie export.
4. Ethics: passive_only true; no captcha-bypass automation.

WHILE ACTING
- smart_click only (cubic Bezier). Never raw page.click / centroid spam.
- Inject cookies BEFORE navigation. Save cookies AFTER success.
- SameSite Titlecase. IG/TT persist local_storage. refresh_silently every 45m on long engage.
- Match proxy/IP geo ↔ timezone ↔ locale ↔ UA.
- PhasedGrowth if account age < 21d. Platform playbooks are ceilings not floors.
- Virality ≥ 60 and PrePublishScorer before live publish.
- first_60_minutes after every successful publish.
- Strip GPT-isms: delve, tapestry, unlock, landscape, elevate, moreover, testament, game-changer, leverage, synergy, pivotal, robust, holistic, realm, foster, crucial, dynamic.

ON ERROR
- Classify first: 301→L1 reduce · 308→L2 re-export cookies same IP · 310→L3 halt 48h.
- Never ban-loop retry. Circuit open after 3 failures.
- Quarantine on shadowban | checkpoint | session_expired | account_locked.
- Three-state verify: PASS | FAIL | INCONCLUSIVE. Never promote INCONCLUSIVE to PASS.
- Never claim "done" without proof (screenshot/log) + final_gate PASS when available.

SEARCH
- OFF by default on publish/grow/engage. Only --factual / needs_search.
- CLEAR ≥65 and ≥2 domains before factual claims. Sanitize scraped text before LLM.

OUTPUT STYLE
- Lead with status + next action. No filler. No fake confidence.
- Report [alias] for SSH hosts. Paths absolute when useful.
```

---

## 17.2 Golden rules of logic (agent decision law)

### G0 — Order of operations (never reverse)

```text
boot → route(account→VPS) → load enc session → warm_up
  → score/gates → act → prove → re-save session → log
```

Skipping boot, routing, or re-save is an automatic FAIL.

### G1 — State before action

| If state is… | You must… | You must NOT… |
|--------------|-----------|----------------|
| No boot ready | Run boot; stop if FAIL | Open browser “to try” |
| No `.enc` session | Cookie export / login path only | Publish/grow |
| Circuit open | Read reason; human if L2/L3 | Retry same action |
| Account age <7d | Manual/browse only; posts=0 | Auto post/follow |
| Virality <60 | Revise content | Live publish |
| Checkpoint / captcha | Rescue Window human 5m | Captcha solver / spam reload |
| Shadowban canary empty | L3 pause 48h | “Maybe it’s fine” continue |
| Multi-account live | Mode C on pinned VPS | Mac home IP for fleet |
| Search not requested | Skip research pipeline | Auto web search mid-publish |

### G2 — Idempotency & proof

1. Prefer dry-run once before first live action on an account.  
2. Every mutate action leaves: log line + optional screenshot in `proofs/`.  
3. “Done” requires observable evidence, not model belief.  
4. If tool output is empty/timeout → **INCONCLUSIVE**, not PASS.

### G3 — Retry budget (anti-ban-loop)

```text
attempt 0: act with full gates
attempt 1: same path only if error is transient (nav timeout, network) after backoff
attempt 2: Phoenix morph (caption/hook/link strip) IF publish content error
attempt 3: STOP — open circuit, classify incident, report human steps
```

Never: rapid reload on captcha · switch VPS for same account · create new fingerprint mid-session.

### G4 — Content logic

```text
Hook (0–3s) → value → CTA
Platform-native caption transform
No raw external domains in main post when avoidable (bridge / link-in-bio)
No banned AI word list
Niche alignment scorer rejects out-of-niche drafts
```

### G5 — Growth logic

```text
NSRE: skip parasitic_risk
Referrer nav for cold profiles only
Engage mode light|balanced|aggressive under rate governor
Poisson burst-rest between actions
first_60_minutes after publish; reply window is sacred
```

### G6 — Secrets & logging

- Never echo passwords, raw cookie values, or ENCRYPTION_KEY into chat.  
- Logs: account_id, platform, action, result, tier — not session tokens.  
- Delete plaintext cookies after encrypt.

---

## 17.3 Pre-flight checklist (agent runs silently before tools)

```markdown
- [ ] Task type: publish | grow | engage | login | shadowban | research | lead | content-only
- [ ] account_id + platform known
- [ ] VPS from account_routing (Mode C if live multi-account)
- [ ] sessions/{account}.enc exists OR task is export/login
- [ ] boot ready / secrets_scan OK
- [ ] ethics.passive_only respected
- [ ] age_days → PhasedGrowth caps computed
- [ ] rate governor can_proceed(action)
- [ ] media path absolute + file exists (if publish)
- [ ] dry-run done at least once historically for this account (if first live)
- [ ] proof directory writable
```

If any hard gate fails → **stop and report**, do not “continue carefully.”

---

## 17.4 Error-avoidance playbook (common agent mistakes)

| # | Agent mistake | Why it fails | Correct behavior |
|---|---------------|--------------|------------------|
| 1 | `page.click()` / force click | Centroid bot signature | `smart_click` Bezier + padding |
| 2 | Navigate then inject cookies | Platform seeds bot session | Inject cookies **before** goto |
| 3 | SameSite `lax` / `no_restriction` | Playwright context throws | Titlecase Lax/Strict/None |
| 4 | Cookies only for IG/TT | Session dies mid-engage | cookies + **local_storage** blob |
| 5 | Datacenter proxy / geo mismatch | Instant risk score | Native VPS IP or residential + TZ match |
| 6 | New account full auto day 1 | Checkpoint/shadowban | PhasedGrowth 0–6 posts=0 |
| 7 | Fixed fixed delays / cron exact | Pattern detect | Poisson + schedule offset |
| 8 | Auto-search every caption | Noise + rate + wrong mode | Search only `--factual` |
| 9 | Claim done without screenshot | False positive | three-state + proofs |
| 10 | Retry captcha 10× | Locks account | Rescue Window once → L2 quarantine |
| 11 | Unofficial APIs for “speed” | Ban + ethics fail | Browser-only |
| 12 | Raw scraped HTML into LLM | Prompt injection | `LLMInputGuard.sanitize_scraped` |
| 13 | GPT-ism captions | Algorithm + brand damage | Banned word strip + human tone |
| 14 | Raw competitor domain in caption | Link suppression / reach kill | Bridge domain / link-in-bio |
| 15 | Parallel browsers same account | Session thrash / link risk | Sequential orchestrator |
| 16 | Switch VPS to “fix” same account | Account linking | Forever pin IP |
| 17 | Shadowban RNG / skip canary | False security | Real tag chrono canary |
| 18 | Grow without NSRE | Parasitic graph flags | skip parasitic_risk |
| 19 | Publish media relative path | Upload fails mid-run | Absolute workspace paths |
| 20 | `subprocess.run(ollama)` in loop | Blocks event loop | aiohttp `/api/generate` |
| 21 | INCONCLUSIVE treated as OK | Ships broken work | Block done |
| 22 | Echo secrets in report | Leak | Redact |
| 23 | Engagement pods / bot likes | Shadowban path | Organic first-hour |
| 24 | Scale Meta budget +100% | Learning reset | ≤20% / 72h |
| 25 | Skip first_60 after publish | Dead velocity | Always schedule first-hour |

---

## 17.5 Master PRO TIP catalog (Hybrid § + ops)

| ID | Tip (agent must internalize) |
|----|------------------------------|
| §0b | Never auto-search on publish/grow/engage without `--factual` |
| §1b | Block publish if `boot_warnings` non-empty unless `--force` + human |
| §2c | Read last 5 errors from `agent_monitor.db` before inventing root cause |
| §2d | On SIGTERM: checkpoint then close browser |
| §3 | Sanitize SameSite or Playwright dies |
| §3v2 | IG/TT local_storage + refresh 45m |
| §4 | Profiles under workspace `sessions/profile_*` |
| §4b | Headful for 2FA; never captcha-bypass automation |
| §5 | Adaptive gaps from success rate; no fixed frequency fingerprint |
| §5c | Sanitize scraped text before any caption/LLM prompt |
| §6 | Ollama cascade → Claude → Grok → template fallback |
| §7 | Rescue Window 5m red border; then quarantine if unsolved |
| §7b | SelfHealingLocator cache in `cache/dom_healing.json` |
| §7c | Reject out-of-niche topics pre-browser |
| §8 | Bezier smart_click; centroid = bot |
| §8b | Poisson burst-rest for scrolls |
| §9 | Real canary; empty → 48h pause |
| §10 | PhasedGrowth first 7d: no post/follow automation |
| §11 | Absolute media paths; prep to `proofs/optimized/` |
| §11b2 | Referrer only for cold profile visits |
| §11c | NSRE skip parasitic_risk |
| §12 | first_60_minutes after publish (story share when possible) |
| §12b | Phoenix: one morph retry then halt |
| §12c2 | `check_ip_risk()`; prefer proxy null |
| §12d | Randomize schedule offsets (no exact cron fingerprint) |
| §12g | Sequential multi-account (memory + isolation) |
| §12h | Verify media headers / framemd5 when available |
| §17 | 301→L1 · 308→L2 · 310→L3 before any retry |
| §19 | Playbooks ceilings; young accounts stricter |

### Cookie / login pro-tips (always-on)

```text
1. Inject BEFORE navigate
2. Save AFTER success
3. SameSite Titlecase
4. Map expirationDate → expires
5. chmod 600 on .enc; delete plaintext
6. Keep-alive: Poisson scroll → rewrite cookies
7. Mode C for live multi-account (orchestrate_enter)
8. Never multi-account live from Mac home IP
```

---

## 17.6 Task playbooks (how the agent should act)

### Task: PUBLISH

```text
1. Parse: platform, account, media, topic/caption, dry-run?
2. Pre-flight checklist (17.3)
3. boot → ServerRouter → open stealth + cookies
4. EngagementHook.warm_up (scroll niche feed 30–90s)
5. CaptionTransformer + strip GPT-isms + platform limits
6. ViralityScorer / PrePublishScorer → must ≥60 or REVISE
7. If dry-run: stop with score report + rejected:false/true
8. Upload via absolute path → caption → post
9. Screenshot proof → first_60_minutes
10. Re-save session; log_post; report URL + proof path
FAIL PATH: classify incident → no silent retry storm
```

### Task: GROW / ENGAGE

```text
1. Caps: PhasedGrowth + PLATFORM_LIMITS + mode light|balanced|aggressive
2. warm_up feed
3. Cold profiles: referrer navigation
4. NSRE trust_check before follow
5. like/comment with burst_rest delays (20–180s)
6. Every 45m: refresh_silently (+ local_storage IG/TT)
7. On any checkpoint: stop, Rescue or quarantine
8. End: session save + action counts report
```

### Task: LOGIN / COOKIE EXPORT

```text
1. Headful browser; human typing delays
2. Stop for 2FA in terminal/UI — never invent codes
3. Export cookies → sanitize → encrypt → chmod 600
4. Delete plaintext; set account_routing
5. Optional scp to assigned VPS only
6. Dry-run session inject before claiming success
```

### Task: SHADOWBAN CHECK

```text
1. Real canary hashtags on explore/tag chrono — never RNG
2. Optional reach drop signal
3. If banned: L3 actions + human recs; do not “test post” aggressively
```

### Task: RESEARCH / media-hunt (10%)

```text
1. Confirm needs_search / --factual
2. OmniMemory FTS first
3. Multi-source gather → triangulation ≥2 domains
4. CLEAR confidence ≥65
5. sanitize_scraped before LLM
6. Output: claim · verdict · confidence · sources — not vibes
```

### Task: LEAD GEN (ethical)

```text
1. Prefer high-intent (G2/Capterra, pain posts) over mass scrape
2. Value-first outreach; no identical spam templates at scale
3. Respect platform ToS; no Telethon abuse from personal numbers
4. Log leads without storing illegal/scraped private data carelessly
```

---

## 17.7 Copy-paste AGENT PROMPTS (operating)

### P0 — Master operator prompt (every social task)

```text
Task: {TASK_TYPE} for account {ACCOUNT_ID} on {PLATFORM}.

Follow SEVEN-ULTIMATE-MEDIA-MANAGER-UNIFIED.md §17 golden rules and Hybrid 4.7 contract.
VPS: resolve from config/servers.json account_routing (Mode C if live automation).

Hard stops:
- no unofficial platform APIs
- no raw page.click
- no captcha bypass automation
- no publish if boot fails or virality < 60 (unless dry-run)
- no treat INCONCLUSIVE as PASS
- no ban-loop retries (max 3 then halt + classify)

Return JSON:
{
  "status": "PASS|FAIL|INCONCLUSIVE|NEED_HUMAN",
  "actions_done": [],
  "proofs": [],
  "incident_tier": null,
  "next_steps": [],
  "redacted_notes": ""
}
```

### P1 — Publish prompt

```text
You are publishing expert for {PLATFORM}.

Account: {ACCOUNT_ID}
Media: {ABS_MEDIA_PATH}
Topic/brief: {BRIEF}
Mode: {dry-run|live}

Steps: boot → warm_up → transform caption → score virality → (if live) publish → proof → first_60_minutes → re-save cookies.
Caption: platform-native, hook-first, strip GPT-isms, no raw spam domains.
If score < 60: return REVISE with concrete fix list, do not post.
```

### P2 — Caption / content generation prompt

```text
You are a {PLATFORM} content specialist for niche: {NICHE}.
Generate JSON:
{
  "hook": "0-3s scroll-stop line",
  "caption": "platform-length optimized",
  "cta": "save|comment|follow specific",
  "hashtags": ["..."],  // sane count per platform
  "on_screen_text": ["..."],
  "virality_checklist": ["hook_first_3s", "engagement_cta", ...]
}

Rules:
- 80/20 value vs promo
- Never use: delve, tapestry, unlock, landscape, elevate, moreover, testament, game-changer, leverage, synergy, pivotal, robust, holistic
- Sound human, specific numbers > vague hype
- Language: {LANGUAGE}
- Tone: {TONE}
```

### P3 — Grow / engage prompt

```text
Run grow/engage for {ACCOUNT_ID} on {PLATFORM}.
Mode: {light|balanced|aggressive}
Hashtags/targets: {LIST}

Enforce PhasedGrowth age={AGE_DAYS} and PLATFORM_LIMITS.
Skip parasitic_risk (NSRE). Use smart_click + Poisson delays.
Referrer for cold profiles. refresh_silently every 45m if session long.
Stop on checkpoint/shadowban; classify L1–L3.
Report actions counts and any skips with reasons.
```

### P4 — Shadowban / health prompt

```text
Check shadowban for {ACCOUNT_ID} on {PLATFORM} using real tag canary (not random).
Also summarize last 5 agent_monitor errors if available.
Output: shadowbanned bool, confidence, methods[], recommendations[], incident_tier.
If shadowbanned: do not schedule publish/grow; L3 48h protocol.
```

### P5 — Cookie / login prompt

```text
Perform cookie export/login for {PLATFORM} account {ACCOUNT_ID}.
Headful. Human typing. Pause for 2FA.
Sanitize SameSite → encrypt sessions/{ACCOUNT_ID}.enc → chmod 600 → delete plaintext.
Set account_routing to {VPS}.
Verify inject-before-nav dry open of home feed.
Never print cookie values.
```

### P6 — Research / factual post prompt

```text
Research for factual social post about: {CLAIM_OR_TOPIC}
Enable lite search only.
Process: local FTS → multi-source → ≥2 domains → confidence ≥65 CLEAR.
Sanitize all scraped text before synthesis.
Output:
- verdict (VERIFIED|LIKELY_TRUE|UNVERIFIED|FALSE)
- confidence 0-100
- bullets usable as caption facts
- citations (url + why trusted)
If confidence < 65: do not publish as fact; mark needs_human or soft opinion framing.
```

### P7 — Incident recovery prompt

```text
Incident on {PLATFORM} / {ACCOUNT_ID}:
trigger: {ERROR_TEXT}
page_url: {URL}
last_actions: {LIST}

Classify L1/L2/L3 (301/308/310 mapping).
Propose ONLY safe next steps (no ban-loop).
If L2: quarantine cookies, re-export same VPS IP instructions.
If L3: 48h halt, manual engagement only, re-canary checklist.
Write incidents.jsonl record fields.
```

### P8 — Self-critique before “done” prompt

```text
Before marking done, answer:
1. What evidence proves success (path/log/screenshot)?
2. Any step that was skipped from pipeline order?
3. Could this be INCONCLUSIVE (timeout, empty, no UI confirm)?
4. Session re-saved? Circuit state? Rate counts updated?
5. Would a senior ops engineer ship this without looking?

If any NO → status FAIL or INCONCLUSIVE with remaining work list.
```

### P9 — Multi-agent roles (content fleet)

```text
Creator: hooks/scripts only; no browser.
Publisher: browser publish only; refuses if virality < 60 or no enc session.
Analyst: metrics + shadowban canary; never posts.
Researcher: factual only with CLEAR gate; no engage.

Orchestrator rule: Creator → Analyst(score) → Publisher → Analyst(verify).
No role may skip gates of the next.
```

### P10 — Reel / short script prompt (Mastery-grade)

```text
You are a viral short-form creator for {PLATFORM}.
Topic: {TOPIC}. Length: {15-30|30-60}s.

Requirements:
- Hook in first 1–3 seconds (stat | bold claim | visual interrupt | question)
- Pattern interrupt every 2–3s (text pop / punch-in)
- End cold-cut or loopable; no “thanks for watching”
- Suggest 3 trending audio directions (not copyrighted lyrics dump)
- CTA: comment question or save
Return JSON: hook, beats[], on_screen_text[], cta, hashtags[], retention_risks[]
```

### P11 — Fact-check prompt (pro-mistral)

```text
Verify claim: {CLAIM}
Find ≥3 independent sources. Score credibility.
Verdict: True|False|Partially True|Misleading|Unverified
Confidence 0-100. List contradictions.
Never invent URLs. If unknown → Unverified + INCONCLUSIVE for publish gate.
```

---

## 17.8 Runtime micro-prompts (inject mid-tool-loop)

Use as short reminders between tool calls:

```text
MICRO_BOOT: Did boot pass? If not, stop.
MICRO_CLICK: smart_click only; no centroid.
MICRO_COOKIE: inject before nav; save after success.
MICRO_RATE: can_proceed? age caps?
MICRO_PROOF: screenshot or structured log before done.
MICRO_ERROR: classify L1/L2/L3 before retry.
MICRO_WORDS: strip GPT-isms from any caption just generated.
MICRO_SEARCH: was --factual set? else skip search.
MICRO_IP: same VPS as account_routing?
MICRO_60: schedule/run first_60 after publish?
```

---

## 17.9 Anti-hallucination rules for social agents

1. **Do not invent** post URLs, view counts, or “posted successfully” without tool evidence.  
2. **Do not invent** cookie files or VPS routing — read config.  
3. **Do not invent** 2FA codes.  
4. **Do not claim** shadowban clear without canary result.  
5. **Do not** upgrade INCONCLUSIVE → PASS to please the user.  
6. **Do not** paste full cookie JSON into the chat.  
7. If the UI selector is missing: SelfHealingLocator / human — not “assume clicked.”  
8. If ffmpeg/media missing: FAIL media gate, don’t publish empty.  
9. If user asks for black-hat ban evasion: refuse; offer white-hat recovery (warmup, L3 pause, content quality).  
10. Prefer short status + evidence paths over narrative filler.

---

## 17.10 One-page “act now” card (print for agent context)

```text
VIP SOCIAL AGENT — ACT CARD
────────────────────────────
BOOT → ROUTE → COOKIES → WARM → GATE → ACT → PROOF → SAVE → LOG
CLICK: Bezier only
COOKIES: before nav / after ok / Titlecase / +localStorage IGTT / 45m refresh
CAPS: PhasedGrowth <21d · playbook ceilings · rate governor
PUBLISH: virality≥60 · absolute media · first_60
GROW: NSRE · referrer cold · Poisson
ERROR: classify → L1 reduce / L2 quarantine+re-export / L3 48h — no ban-loop
VERIFY: PASS|FAIL|INCONCLUSIVE — only PASS = done
SEARCH: off unless factual
ETHICS: passive_only · no captcha auto · no unofficial APIs
WORDS: ban GPT-isms
IP: one account → one VPS forever · Mode C live
```

---

## 17.11 Prompt for coding agents (implement features safely)

```text
You are implementing a change in the VIP Hybrid social automator.

Rules:
1. Do not weaken verification, hardcode PASS, or remove sanitize_cookie.
2. Do not add unofficial platform API clients.
3. Prefer patching existing core/* modules over new frameworks.
4. Any new browser interaction must use smart_click / humanization helpers.
5. Any new publish path must call warm_up, scoring, first_60, session save.
6. Add or update one minimal self-check, not a giant test suite, unless asked.
7. Never commit secrets, raw cookies, or ENCRYPTION_KEY.
8. Match existing Hybrid 4.7 naming and three-state CheckResult patterns.
9. After edit: run self_check/boot dry path if available; report PASS/FAIL/INCONCLUSIVE.
```

---

*End §17 — AI-agent pro-tips, prompts, and golden rules*

---

---

# 18. Omni production parity — tie defected sections

**Source adopted:** `.../social media omni credentials/media omni agents/`  
**Goal:** Make this unified hybrid **tie Omni** on the five previously weak dimensions: runnable code, cookie/session maturity, login+2FA, publish shorts/scheduler, auto-responder — **without** dropping Hybrid gates (Bezier, PhasedGrowth, three-state, Mode C).

**Canonical runtime root (A):**

```text
OMNI_ROOT = ~/designs-content/vip/social media agent/social media omni credentials/media omni agents
# Prefer sibling cookie vault:
# ~/designs-content/vip/social media agent/social media omni credentials/*.js
# Live deploy often: /root/dashboard-social-media/  (VPS)
```

**Rule:** Prefer **executing Omni scripts** over re-coding them. This section is the **production SoT + pro-tips** the AI agent must follow when operating those scripts.

| Defected dimension | Was | Now (parity) | How |
|--------------------|-----|--------------|-----|
| Runnable production code | 3.5 | **~9.0** | §18.1 command map + entrypoints |
| Cookie / session maturity | 8.0 | **~9.0** | §18.2 expires=-1, .js vault, locks, SCP |
| Login + 2FA | 7.5 | **~9.0** | §18.3 terminal 2FA + dashboard headful |
| Publish shorts/scheduler | 7.0 | **~8.5** | §18.4 hybrid_scheduler patterns |
| Auto-responder | 5.0 | **~8.5** | §18.5 cycle caps + templates |

---

## 18.1 Runnable production code — command map (parity)

### Entrypoints (run these; do not reinvent)

| Script | Port / mode | Purpose | Command |
|--------|-------------|---------|---------|
| `dashboard_launcher.py` | **8080** headful | Account cards → open session for checkup/2FA | `python3 "$OMNI_ROOT/dashboard_launcher.py"` |
| `auto_responder.py` | **8081** + daemon | Mentions/comments reply loop | `python3 "$OMNI_ROOT/auto_responder.py"` |
| `local_auto_login.py` | CLI | Login + export cookies + quarantine watch | `python3 "$OMNI_ROOT/local_auto_login.py" --platform all` |
| `session_sync_keep_alive.py` | CLI/cron | Poisson scroll keep-alive + rewrite cookies + SCP | `python3 "$OMNI_ROOT/session_sync_keep_alive.py"` |
| `engage_growth_overgrowth.py` | CLI | Scrape/follow/invite under limits | `python3 .../engage_growth_overgrowth.py --platform twitter --account acc1` |
| `hybrid_scheduler.py` | CLI/cron | Shorts/reels schedule + publish | `python3 hybrid_scheduler.py --twitter --now` (after path fix) |
| `master_fix.py` | once | Patch expires=-1, twitter trim, stale sessions | `python3 "$OMNI_ROOT/master_fix.py"` |
| `core/cookie_controller.py` | library | Load/save/normalize cookies + persistent profile | import from publisher/responder |

### Agent preflight for any run

```text
1. export OMNI_ROOT=...
2. cd "$OMNI_ROOT"  (or parent vault if cookies live one level up)
3. config/servers.json account_routing set for account
4. cookie .js or config/cookies/{platform}_{id}.json exists
5. playwright chromium installed
6. If first time on host: python3 master_fix.py  (expires=-1 + twitter guards)
7. Hybrid gates from §1 still apply (phase caps, no ban-loop, proofs/)
```

### Portability pro-tips (Omni defects fixed by policy)

```text
PRO OMNI-1: Never hardcode /root/output-master1/... — use Path(__file__).parent + env:
  OMNI_ROOT, SHORTS_DIR, COOKIE_VAULT
PRO OMNI-2: On Linux VPS, skip SCP (already local). Mac hub only scp's after export.
PRO OMNI-3: One Chromium at a time per host unless RAM ≥ 8GB free.
PRO OMNI-4: Clear SingletonLock/SingletonSocket/SingletonCookie before persistent context relaunch.
PRO OMNI-5: Prefer channel="chrome" persistent context; fallback bundled chromium.
PRO OMNI-6: proofs/{platform}_{ts}.png after every publish/login success before claiming PASS.
```

### Lightweight free unlimited ops shape

```text
Mac:  dashboard + local_auto_login (human 2FA only)
VPS:  keep-alive cron + hybrid_scheduler + auto_responder (staggered accounts)
Agent CLI: this doc §17+§18 → shell above scripts
```

---

## 18.2 Cookie / session maturity — Omni gold + Hybrid encrypt

### 18.2.1 Deadly bug (must never reintroduce)

Session cookies (X `auth_token`, etc.) use **`expires: -1`**.  
Old logic `exp <= now` treated **-1 as expired** → logout every boot.

```python
# CORRECT (Omni master_fix / normalize_cookie) — adopt everywhere
def is_expired(exp, now: float) -> bool:
    # only positive timestamps can expire
    return exp is not None and isinstance(exp, (int, float)) and exp > 0 and exp <= now
```

```python
# WRONG — deletes session cookies
if exp is not None and exp <= now:
    discard()
```

### 18.2.2 Two vault formats (both valid)

| Format | Where | Shape |
|--------|-------|--------|
| **Omni `.js` vault** | credentials dir / dashboard | JSON array + blank line + `url` + home URL |
| **Hybrid JSON / `.enc`** | `config/cookies/` or `sessions/{account}.enc` | Playwright cookie list (optionally Fernet) |

**Write `.js` vault (login + keep-alive):**

```python
def save_session_file(filepath: Path, cookies: list, url: str) -> None:
    json_str = json.dumps(cookies, indent=2)  # or indent=4
    filepath.write_text(f"{json_str}\n\nurl\n{url}\n", encoding="utf-8")
    # chmod 600 when possible; then optional encrypt → sessions/{id}.enc
```

**Parse `.js` vault:**

```python
def parse_session_file(file_path: Path) -> tuple[list, str]:
    content = file_path.read_text(encoding="utf-8").strip()
    if not content.startswith("["):
        raise ValueError("not a cookie array vault")
    # split on trailing url marker used by Omni
    if "\nurl\n" in content:
        json_part, url = content.rsplit("\nurl\n", 1)
        url = url.strip().splitlines()[0].strip()
    else:
        json_part, url = content, ""
    cookies = json.loads(json_part)
    return cookies, url
```

### 18.2.3 Normalize cookie (Playwright-ready) — full Omni rules

```python
def normalize_cookie(c: dict) -> dict | None:
    """Omni production normalizer — never drop expires=-1 session cookies."""
    now = time.time()
    exp = c.get("expires", c.get("expirationDate"))
    if exp is not None and isinstance(exp, (int, float)) and exp > 0 and exp <= now:
        return None  # truly expired only
    out = {
        "name": c.get("name"),
        "value": c.get("value"),
        "domain": c.get("domain"),
        "path": c.get("path", "/"),
    }
    if not all([out["name"], out["value"], out["domain"]]):
        return None
    if exp is not None and isinstance(exp, (int, float)) and exp > 0:
        out["expires"] = exp
    elif "expirationDate" in c and isinstance(c["expirationDate"], (int, float)) and c["expirationDate"] > 0:
        out["expires"] = c["expirationDate"]
    # session cookie: omit expires (Playwright session) OR keep -1 only if your loader tolerates it
    if "httpOnly" in c:
        out["httpOnly"] = bool(c["httpOnly"])
    if "secure" in c:
        out["secure"] = bool(c["secure"])
    if "sameSite" in c:
        val = str(c["sameSite"]).strip().lower()
        if val in ("no_restriction", "none"):
            out["sameSite"] = "None"
        elif val == "strict":
            out["sameSite"] = "Strict"
        elif val == "lax":
            out["sameSite"] = "Lax"
        # unspecified/null → omit (Omni deletes bad sameSite)
    return out
```

### 18.2.4 Inject / save / quarantine / sync — operating order

```text
1. parse_session_file OR load JSON
2. normalize each cookie (expires=-1 safe)
3. launch_persistent_context → clear Singleton* locks first
4. add_init_script (webdriver undefined)  [+ Hybrid Bezier later]
5. context.add_cookies(valid)  BEFORE first sensitive navigation when possible
6. warm scroll (Poisson)
7. on success: context.cookies() → save_session_file / save_cookies
8. Mac only: scp to all VPS dashboard-social-media dirs
9. on login redirect / empty auth: move file → quarantine/ ; log telemetry
10. optional: EncryptedCookieManager.save → sessions/{account}.enc ; delete plaintext when stable
```

### 18.2.5 Persistent profile pro-tips

```text
PRO COOKIE-1: profile_dir = sessions/universal_{platform}_{account_id}
PRO COOKIE-2: On "existing browser session" error → clear Singleton* locks → sleep 2s → retry once
PRO COOKIE-3: close() always tries save_cookies before context.close (even after 2FA)
PRO COOKIE-4: Never bulk-delete Chrome Default/Storage on Mac (logs out everything)
PRO COOKIE-5: Stale multi-GB profile dirs: delete profile, re-inject cookies (cookie-first > bloated cache)
PRO COOKIE-6: IG/TT also persist local_storage in Hybrid blob when available (refresh_silently 45m)
PRO COOKIE-7: Telemetry JSONL: cookies_saved / 2fa_handled / quarantine events (no secret values)
```

### 18.2.6 Keep-alive (session maturity under traffic)

```python
import math, random, asyncio

def get_poisson_delay(rate_parameter: float = 1.5) -> float:
    u = random.random()
    return -math.log(1.0 - u) / rate_parameter

async def human_delay(average_seconds: float = 2.0):
    delay = get_poisson_delay(1.0 / average_seconds)
    await asyncio.sleep(max(0.5, min(delay, average_seconds * 4)))

# run_keep_alive(file):
#   parse → launch stealth → goto home url from vault → Poisson scroll 3–8 times
#   → save cookies → scp if Mac → on fail quarantine
```

**Cron suggestion (VPS, staggered):** one account every 4–6h, not all at once.

---

## 18.3 Login + 2FA — Omni production path

### Modes (`local_auto_login.py`)

| Mode | Use |
|------|-----|
| `--platform facebook\|instagram\|twitter\|tiktok\|all` | Manual single/multi login |
| `--platform X --label {label}` | Named account from credentials.json |
| `--watch` | Daemon: when keep-alive quarantines a file → auto re-login → restore |

### Credentials layout

```json
// config/credentials.json (never commit; never echo to chat)
{
  "accounts": [
    {
      "platform": "twitter",
      "label": "Master1_vip1",
      "username": "...",
      "password": "...",
      "cookie_file": "twitter-Master1_vip1.js"
    }
  ]
}
```

### 2FA — human in the loop (mandatory)

```python
async def handle_2fa(page, selector_input, selector_submit, name: str):
    """Omni: terminal 2FA — never invent codes, never captcha-bypass service."""
    try:
        await page.wait_for_selector(selector_input, timeout=10000)
        print(f"\n🔔 ACTION REQUIRED: {name} wants a 2FA code.")
        code = input("👉 Enter 2FA code: ").strip()  # or agent asks user in chat
        await page.locator(selector_input).fill(code)
        await page.locator(selector_submit).click()
        await asyncio.sleep(5)
        # log_telemetry("2fa_handled", ...)  # no code in logs
    except Exception:
        pass  # no 2FA this time
```

### Login pro-tips

```text
PRO LOGIN-1: Always headful for first login / 2FA / checkpoint (dashboard card or --headful).
PRO LOGIN-2: human_typing: gaussian ~70ms/char (80–120 WPM), not instant fill — except 2FA code fill OK.
PRO LOGIN-3: After success → save_session_file(.js) → scp Mac→VPS → optional .enc.
PRO LOGIN-4: watch_quarantine recovers expired sessions without full fleet re-login.
PRO LOGIN-5: Dashboard :8080 — click card opens cookies preloaded for Rescue Window (Hybrid §4b).
PRO LOGIN-6: Map cookie filename → platform + credential label (COOKIE_FILE_TO_PLATFORM).
PRO LOGIN-7: If redirected to /login or /i/flow after cookie inject → quarantine + re-login, do not spam publish.
PRO LOGIN-8: Agent NEVER prints password or cookie values; only paths + counts.
```

### Post-login verify (three-state)

```text
PASS: home/feed URL stable 5s + screenshot proofs/login_{account}.png + cookies_saved count > 0
FAIL: still on login/password/challenge after 2FA attempt
INCONCLUSIVE: timeout / blank page — do not claim logged in
```

---

## 18.4 Publish (shorts / scheduler) — Omni hybrid_scheduler gold

### Pipeline (production)

```text
discover_videos(SHORTS_DIR) 
  → assert dimensions / original_audio when required
  → generate_*_schedule (hour windows + minute jitter 3–22)
  → check_and_publish due slots
  → per platform: CookieAccountController.launch → publish_* → proof → save cookies
```

### Caption rules (fixed production bugs)

```python
def pick_hashtags(pool: list[str], n: int = 11) -> str:
    import random
    return " ".join(random.sample(pool, min(n, len(pool))))

def build_caption(path, platform: str, hook: str, seo: str, pool: list[str]) -> str:
    """Omni-proven limits — Twitter Post button greys out if too long."""
    tags = pick_hashtags(pool, 11 if platform != "twitter" else 4)
    if platform == "twitter":
        body = f"{hook}\n\n{seo}\n\n{tags}"
        # hard trim — Omni uses ~270–275; leave margin under 280
        return body[:270] + ("..." if len(body) > 270 else "")
    return f"{hook}\n\n{seo}\n\n{tags}"[:2200]
```

### Platform publish patterns

| Platform | Entry URL | Media | Caption | Submit gotcha |
|----------|-----------|-------|---------|---------------|
| **TikTok** | `tiktok.com/tiktokstudio/upload` | `input[type=file]` | DraftEditor content | Remove **joyride** overlays blocking clicks; wait ~15s after file |
| **Instagram** | home → create flow | file input | caption box | Cookie banner variants first |
| **Twitter/X** | `x.com/home` | file input | composer | Wait until `aria-disabled != "true"` on Post; detect login redirect |

```python
# Twitter Post button guard (Omni)
async def wait_post_enabled(btn, timeout_ms=30000):
    deadline = time.time() + timeout_ms / 1000
    while time.time() < deadline:
        if await btn.get_attribute("aria-disabled") != "true":
            return True
        await asyncio.sleep(0.5)
    return False

# Stale session fail-fast (Omni master_fix)
async def assert_not_login_redirect(page):
    cur = page.url.lower()
    if any(k in cur for k in ("login", "/i/flow", "logout", "begin_password_reset")):
        raise RuntimeError(f"session expired → {page.url}")  # re-login, don't wait 5 min
```

### Schedule design (high traffic without fingerprint)

```python
def _time_slots(hours: list[int], days: int = 21):
    """Omni: fixed peak hours + random minute 3–22 (anti-exact-cron)."""
    # combine with Hybrid §12d random offsets + PhasedGrowth daily caps
    ...
```

Example windows (customize per account):

| Platform | Example hours |
|----------|----------------|
| TikTok acc1 | 7, 11, 15, 19 |
| TikTok acc2 | 8, 12, 16, 20 (rotate video half) |
| Instagram | 10, 14, 18, 22 |
| Twitter | 9, 13, 17, 21 |

### Publish pro-tips

```text
PRO PUB-1: Absolute media paths only; assert file exists before browser open.
PRO PUB-2: assert_original_audio / portrait dims for TT/Reels when niche requires.
PRO PUB-3: unique_caption_title + used_titles.json — avoid duplicate caption bans.
PRO PUB-4: Accept/dismiss cookie banners (multi-language button texts) before upload.
PRO PUB-5: TikTok: strip joyride overlays via evaluate() or pointer-events stuck forever.
PRO PUB-6: Twitter: ≤4 hashtags + ≤270 chars or Post stays disabled.
PRO PUB-7: After post: screenshot proof + first_60_minutes (Hybrid) + save cookies.
PRO PUB-8: Schedule status: pending → done/failed; never re-post done id.
PRO PUB-9: install_cron with staggered accounts; Hybrid: sequential multi-account.
PRO PUB-10: Virality ≥ 60 + dry-run once per new account before --now live.
PRO PUB-11: SHORTS_DIR env; discover *.mp4 + reels-youtube/*.mp4.
PRO PUB-12: On publish RuntimeError session expired → quarantine cookie → login path.
```

### Hybrid gate wrapper (parity + safety)

```text
before Omni execute_publish:
  PhasedGrowth.can_action(posts)
  PredictiveRateGovernor.can_proceed(platform, account, "posts")
  ViralityScorer ≥ 60 OR human override
  boot / secrets OK
after Omni publish:
  first_60_minutes when IG/FB
  proof path required for PASS
  re-save session
```

---

## 18.5 Auto-responder — production parity

### Architecture (Omni `auto_responder.py`)

```text
discover_accounts / config platforms enabled
  → loop every check_interval_minutes (default 15)
  → per enabled platform: launch_browser(cookie_file)
  → open notifications/mentions/activity
  → for up to max_replies_per_run (default 10):
        pick random reply_templates
        human_delay Poisson
        type reply + submit
  → save cookies; optional UI on :8081
```

### Default config (adopt + tighten with Hybrid)

```json
{
  "headless": true,
  "platforms": {
    "twitter":   {"enabled": true,  "account_file": "twitter-Master1_vip1.js"},
    "instagram": {"enabled": true,  "account_file": "instagram-master1_vip1.js"},
    "tiktok":    {"enabled": false, "account_file": "tiktok-master1_vip.js"},
    "facebook":  {"enabled": false, "account_file": ""}
  },
  "reply_templates": [
    "Thanks for sharing your thoughts! 🙏",
    "Great point — appreciate you!",
    "Thanks! More tips coming soon."
  ],
  "dm_templates": [],
  "check_interval_minutes": 15,
  "max_replies_per_run": 10
}
```

### Platform entry URLs (Omni)

| Platform | Notifications / activity |
|----------|---------------------------|
| Twitter/X | `https://x.com/notifications/mentions` |
| Instagram | `https://www.instagram.com/accounts/activity/` |
| TikTok | activity / comments on recent posts (UI drifts — self-heal) |
| Facebook | notifications (enable only if cookie healthy) |

### Auto-responder pro-tips

```text
PRO AR-1: Templates only — never LLM spam identical walls; rotate list ≥5 variants.
PRO AR-2: max_replies_per_run ≤10; interval ≥15m; PhasedGrowth comments caps override.
PRO AR-3: Skip accounts with open circuit / L2–L3 / quarantine.
PRO AR-4: Poisson human_delay between replies (not fixed 1.0s).
PRO AR-5: ethics.yaml: prefer comments over DMs; allow_dm_automation false by default.
PRO AR-6: Don't reply to yourself / bots / empty text; skip if already replied (state file).
PRO AR-7: One platform browser at a time inside cycle; close context after platform.
PRO AR-8: Headless on VPS; headful debug when zero replies (selector drift).
PRO AR-9: Log reply counts only; never log full conversation PII to public dirs.
PRO AR-10: Wire Hybrid first_60 for *your* new posts separately — responder ≠ first_60.
PRO AR-11: If login wall mid-cycle → quarantine account_file, continue other platforms.
PRO AR-12: nohup on VPS: nohup python3 -u auto_responder.py > responder_run.log 2>&1 &
```

### Hybrid-safe responder loop (pseudo)

```python
async def responder_loop(cfg):
    while True:
        for platform, pcfg in cfg["platforms"].items():
            if not pcfg.get("enabled"):
                continue
            if not rate_governor.can_proceed(platform, account, "comments"):
                continue
            if session_health.is_quarantined(account):
                continue
            try:
                await respond_platform(platform, pcfg, cfg)
            except Exception as e:
                classify_incident(platform, account, str(e))  # L1–L3
                break  # don't ban-loop
        await asyncio.sleep(cfg["check_interval_minutes"] * 60)
```

### Agent prompt (auto-responder task)

```text
Run auto-responder for enabled platforms under SEVEN §18.5 + ethics passive_only.
Use OMNI auto_responder.py; do not write a new bot.
Caps: max_replies_per_run and PhasedGrowth comments/day.
On checkpoint/login redirect: quarantine, NEED_HUMAN, do not retry burst.
Return: replies_sent per platform, skipped reasons, proof optional.
```

---

## 18.6 CookieAccountController — production launch pattern

Adopted from Omni `core/cookie_controller.py` (merge with Hybrid smart_click later):

```text
launch(headless):
  profile = sessions/universal_{platform}_{account}
  clear SingletonLock|Socket|Cookie
  chromium.launch_persistent_context(channel=chrome preferred)
  init_script: webdriver=undefined, plugins, hardwareConcurrency
  load_cookies (normalized)
  page = context.pages[0] or new_page
close():
  save_cookies → context.close → pw.stop
human_typing: gauss(70,30) ms/char
verify_screenshot → proofs/
publish_twitter: wait aria-disabled clear
```

**Upgrade path to full Hybrid:** replace raw `page.click` submit with `smart_click` Bezier; keep Omni cookie normalize + twitter guards.

---

## 18.7 master_fix checklist (run on every new host)

```text
[ ] cookie_controller: exp > 0 and exp <= now  (not bare exp <= now)
[ ] build_caption twitter: pick_hashtags(4) + len trim ≤270
[ ] publish_twitter: login-redirect fail-fast
[ ] delete stale multi-GB sessions/universal_twitter_* if cookie inject preferred
[ ] SHORTS_DIR / PROJECT paths point to this host
[ ] scp keys exist on Mac hub only
```

---

## 18.8 Scoreboard after parity (honest)

| Dimension | Omni pack | Unified v1.2 | **Unified v1.3 + Omni runtime** |
|-----------|----------:|-------------:|--------------------------------:|
| Runnable production code | 9.2 | 3.5 | **9.0** (commands + patterns; execute A) |
| Cookie / session maturity | 9.0 | 8.0 | **9.0** |
| Login + 2FA | 9.0 | 7.5 | **9.0** |
| Publish shorts/scheduler | 8.0 | 7.0 | **8.5** |
| Auto-responder | 8.5 | 5.0 | **8.5** |
| Policy / verification / prompts | 6.0 | 9.5 | **9.5** |

**v1.3 claim:** Unified hybrid is **tied with Omni** on the five defected ops dimensions **when agents run scripts under §18**; still **ahead** on brain/gates/prompts.

---

## 18.9 One-page Omni×Seven ops card

```text
OMNI RUNTIME + SEVEN BRAIN
──────────────────────────
COOKIES: normalize expires=-1 safe · .js vault url trailer · inject→act→save→scp
LOGIN:   headful 2FA terminal · dashboard :8080 · watch quarantine
PUBLISH: schedule hour+jitter · TT joyride clear · X ≤270 & aria-disabled · proofs
REPLY:   interval≥15m · max≤10 · templates · Poisson · no DM default
ALWAYS:  one account→one VPS · phase caps · 3 retries max · PASS needs proof
ROOT:    media omni agents/ + parent *.js vault
```

---

*End §18 — Omni production parity*


---

# FULL SOURCE SCAN AUDIT (v1.1) — honesty + gap fill

**Question answered:** *Did you read/scan all files?*

## Pass 1 vs Pass 2 (truthful)

| Pass | What happened |
|------|----------------|
| **Pass 1 (merge build)** | **Fully read** the three small files end-to-end (`social media overgrowth` 154L, `Lead generation` 240L, `Ultimate hybrid stack` 475L). **Structurally scanned** all 7 via complete H1–H3 inventories (688 headers). **Deep-sampled** Hybrid 4.7 + Mastery + Advanced + pro-mistral for best practices + code, **not** line-by-line prose of all ~15k lines. |
| **Pass 2 (this audit)** | **Full sequential read into memory** of every source file (chars + unique words below). Extracted missing high-value modules and **patched into this document**. |

### Full-file touch proof (Pass 2)

| Source | Lines | Chars read | Unique words | SHA256 prefix |
|--------|------:|-----------:|-------------:|---------------|
| Advanced media overgrowth.md | 1032 | 50,231 | 2,745 | `15a4b0bf1f24` |
| Lead generation and media automation.md | 240 | 13,034 | 1,074 | `e123c5c88471` |
| new-hybrid-4.7.md | 5036 | 216,286 | 7,402 | `f3dba13738bd` |
| pro-mistral-searcher-agent-extension.md | 1334 | 39,999 | 1,958 | `3a5364c0eb51` |
| Social Media Mastery Guide.md | 7056 | 236,791 | 7,234 | `fb3ace894106` |
| social media overgrowth.md | 154 | 9,703 | 849 | `fab5aaa614f1` |
| Ultimate hybrid stack-media automation.md | 475 | 26,070 | 1,442 | `97a300ead63d` |
| **Total sources** | **15,327** | **592,114** | — | — |

Header inventory: **688** H1–H3 across sources. Rough concept coverage vs unified after Pass 1: **~91%** (371/406 scored headers). Residual “gaps” were mostly install fluff (PowerShell/brew/WSL2) or module names not yet expanded — expanded below.

**Verdict:** Pass 1 = **strategic full scan + selective deep read** (not every prose line). Pass 2 = **complete byte-level read of all seven sources** + **substantive gap-fill**. Full 5k-line Hybrid *module bodies* remain the implementation SoT in `new-hybrid-4.7.md`; this file is the merged operating manual.

---

## Gap-fill A — Hybrid modules under-weighted in v1.0

### A1. Predictive rate limits (full platform table)

```python
# core/rate_governor.py — PLATFORM_LIMITS (Hybrid 4.7)
PLATFORM_LIMITS = {
    "instagram": {"posts_per_day": 3, "min_gap_min": 120, "comments_per_day": 15,
                  "follows_per_day": 30, "likes_per_day": 60, "dms_per_day": 10},
    "facebook":  {"posts_per_day": 3, "min_gap_min": 90,  "comments_per_day": 10,
                  "follows_per_day": 25, "likes_per_day": 50, "dms_per_day": 8},
    "tiktok":    {"posts_per_day": 2, "min_gap_min": 180, "comments_per_day": 8,
                  "follows_per_day": 20, "likes_per_day": 40, "dms_per_day": 5},
    "twitter":   {"posts_per_day": 6, "min_gap_min": 30,  "comments_per_day": 20,
                  "follows_per_day": 40, "likes_per_day": 80, "dms_per_day": 15},
    "youtube":   {"posts_per_day": 1, "min_gap_min": 1440, "comments_per_day": 5,
                  "follows_per_day": 10, "likes_per_day": 20, "dms_per_day": 3},
}
# BioMimeticScheduler multiplies gaps: morning 1.5x, lunch 1.0x, evening 0.8x, 01–05 3.0x
# If recent success rate < 0.6 → stretch gap_multiplier up to 3.0x
# PRO: pad 20–30% under these ceilings; PhasedGrowth may be stricter for young accounts
```

### A2. `first_60_minutes` + daily grow routine (canonical)

```python
# From Hybrid §12 — organic velocity after publish
async def first_60_minutes(page, platform: str, post_url: str, human, ch):
    """Simulates organic engagement velocity; boosts early reach."""
    if platform not in ("instagram", "facebook"):
        return
    try:
        await page.goto(post_url, wait_until="domcontentloaded")
        # delays = generate_organic_engagement_curve()  # rising then taper
        await human.smart_click(page, '[aria-label*="Like"]', ch)
        await human.smart_click(page, '[aria-label*="Share"]', ch)
        # share to story when UI allows — early velocity signal
        await human.smart_click(page, 'text=/story|Story/i', ch)
    except Exception:
        pass  # never crash publish path on engagement UI churn


async def daily_growth_routine(page, platform, account, cfg, human, ch, gov, ai=None, rels_engine=None):
    """light | balanced | aggressive — always skip parasitic_risk via NSRE."""
    # 1) optional hashtag scrape → candidate posts
    # 2) follow up to 3 profiles with trust_check
    # 3) like/comment per mode with 20–180s jitter
    # 4) never exceed PredictiveRateGovernor
    ...
```

### A3. Ops modules (names + jobs)

| Module | Job |
|--------|-----|
| Rotating logs §2d | 5 MB × 5 backups; SIGTERM → checkpoint before browser close |
| Telemetry §2c/§4c | `agent_monitor.db` per VPS; last errors without full log dump |
| Adaptive proxy §12c | Health-check proxies via httpbin; drop dead nodes |
| IP reputation §12c2 | `check_ip_risk()` at boot; prefer `proxy: null` native VPS |
| NSRE §11c | Relationship DB; skip `parasitic_risk` partners on grow |
| Phoenix §12b | One morph/retry path on failure, then halt |
| framemd5 §12h | Deterministic media integrity (decoded frames, not raw file hash) |
| health_check §14b | Cron every 5m: process + disk + session sanity |
| SelfHealingLocator §7b | Cache corrected selectors when DOM drifts |
| AlgorithmMapper §7f | Close feedback loop from post outcomes → next hooks |

### A4. Rotating log + graceful shutdown (working)

```python
# core/logging_handlers.py
from logging.handlers import RotatingFileHandler
from pathlib import Path
import logging, signal, asyncio

def attach_rotating_handler(logger_name="omni", path="logs/agent.log",
                            max_bytes=5_000_000, backup_count=5):
    Path(path).parent.mkdir(parents=True, exist_ok=True)
    logging.getLogger(logger_name).addHandler(
        RotatingFileHandler(path, maxBytes=max_bytes, backupCount=backup_count)
    )

class GracefulShutdown:
    def __init__(self, save_checkpoint=None):
        self._save = save_checkpoint
        self.shutdown_event = asyncio.Event()

    def register(self):
        def _handler(sig, frame):
            if self._save:
                self._save(reason=f"signal_{sig}")
            self.shutdown_event.set()
        signal.signal(signal.SIGTERM, _handler)
        signal.signal(signal.SIGINT, _handler)
```

---

## Gap-fill B — Mastery Guide under-weighted items

### B1. Top 7 insights (2026) — with VIP resolution

| Rank | Insight | VIP resolution |
|------|---------|----------------|
| 1 | API-first + stealth fallback | Prefer **browser-first** (Hybrid); official APIs only if ToS-safe; never unofficial scrapers |
| 2 | Deterministic fingerprint per account | **Keep** — seed fingerprint by `account_id` |
| 3 | Rate limits non-negotiable | **Keep** — PLATFORM_LIMITS + PhasedGrowth |
| 4 | Cookie + proxy + UA matching | **Keep** — holy trinity |
| 5 | Screenshot / visual verify | **Keep** — three-state PASS only |
| 6 | Multi-agent AI orchestration | **Keep** — Ollama/local first where possible |
| 7 | Anti-shadowban recovery | **Keep** — canary + L3 48h |

### B2. 14-day warmup (Mastery) vs PhasedGrowth 21-day (Hybrid)

**Compatible merge:**

| Days | Content | Automation | Engagement |
|------|---------|------------|------------|
| 0–6 | Optional manual only | **No auto post/follow** | ≤5 likes/day, human browsing 30–60s warm each session |
| 7–13 | 1 post/day max | Light engage | Follows ≤5, comments ≤3 |
| 14–20 | 2 posts/day | Balanced grow | Follows ≤15 |
| 21+ | Playbook ceilings | Full under governors | Full caps |

Mastery’s “14-day warmup” = **minimum trust build**; Hybrid’s **21-day PhasedGrowth** is the stricter automation envelope — use **21-day** when automating.

### B3. Full 100 Pro Magic Notes (condensed — all 100 kept)

**Content strategy (1–20):** 80/20 value · golden hour · viral hook · engagement loop 30m · story hero/problem/solution · hashtag matrix · 1→10 repurpose · collab tag 1–2 · trend jack 24–48h · UGC flywheel · evergreen · seasonal · BTS · educational 2× · testimonials · case study · before/after · myth bust · expert interview · data posts.

**Platform hacks (21–40):** Reels first 3s · TT velocity test then optimize · X thread structure · LinkedIn >1300 chars · FB groups 5–10 · YT chapters · carousel hook/CTA · duets · Spaces · LinkedIn newsletter · Stories interactivity · stitch · FB Live · Shorts repurpose · X lists · LinkedIn articles · IG Guides · TT Q&A · FB Stories stickers · YT Community.

**Growth (41–60):** polls · giveaways · challenges · collabs · influencer shoutouts · guest posts · podcasts · webinars · ebooks · free mini-course · quizzes · surveys · AMA · takeovers · live Q&A · user spotlight · milestones · BTS series · day-in-life · myth series.

**Technical (61–80):** deterministic fingerprint · 30–60s session warm · Bézier · organic typing 50–120ms + typos · canvas noise · WebGL spoof · navigator override · mouse entropy · scroll deceleration · residential geo proxy · Fernet cookies · atomic writes · circuit breakers · checkpoints · exponential retry · state machines · screenshot verify · rate padding 20–30% · random spacing · daily behavior randomization.

**Anti-detect (81–100):** sticky IP per session · UA matches cookie browser · timezone/locale align · cookie refresh 3–7d · session persistence · rate padding · 30–120s action gaps · behavior vary · fingerprint consistency · original content · legit infra · human limits · **14–21d warmup** · mix manual actions · account isolation · device diversity · browser diversity · OS diversity · geo diversity.

### B4. Mastery setup phases (compressed)

```text
Day 1:   Ubuntu/macOS, Python 3.10+, ffmpeg, venv, project dirs, ENCRYPTION_KEY
Day 1–2: AI CLIs (Claude/Mistral/Grok) + Ollama local models
Day 2–3: Stealth infra + cookies export → encrypt → dry-run
Day 3–7: Single-platform publish dry-run → verify → shadowban canary
Week 2:  Multi-account routing, rate governors, first live under phase caps
Week 3–4: Monitoring cron, optional Docker, scale only winners
```

---

## Gap-fill C — Advanced overgrowth case studies + mechanics

### Case studies (ethical patterns to copy)

| Case | Pattern | Mechanism |
|------|---------|-----------|
| TikTok Sound Hunter | Use sound within 24h of trend + niche visual | Early trend × retention = FYP |
| IG Carousel Loop | Slide 1 hook → value → last CTA/save; design for loop | Saves/shares heavily weighted |
| YT Chapter Hack | Timestamp chapters + suggested-video packaging | Session time + suggested inventory |

### Psychological triggers (use honestly)

Curiosity gap · FOMO (real deadlines only) · social proof · reciprocity (real free value) · scarcity (honest inventory).

### Growth toolkit (2026 edition)

| Category | Tools |
|----------|--------|
| Schedule | Later, Buffer |
| Edit | CapCut, InShot |
| Tags | Display Purposes, All Hashtag |
| YT SEO | VidIQ, TubeBuddy |
| Analytics | Native insights, Social Blade |
| Compliant DM | ManyChat |
| Trends | TikTok Creative Center, Google Trends |

### 3-second hook formula (Advanced)

Shocking stat **or** bold statement **or** visual interrupt **or** hard question — in first 3s. Algorithm scores hard here.

---

## Gap-fill D — Ultimate stack: budgets + ranking

| Tool | RAM/instance | Speed | Cost/1k tasks |
|------|--------------|-------|---------------|
| browser-use OSS | ~400 MB | Slow | $0 + LLM |
| browser-use Cloud | ~0 MB | Fast | ~$0.05/task |
| Skyvern OSS | ~350 MB | Medium | $0 + LLM |
| CloakBrowser | ~200 MB | Fast | Free tier |
| nodriver | ~180 MB | Fast | $0 |
| patchright | ~200 MB | Medium | $0 |
| curl_cffi | ~20 MB | Fastest | $0 |

**Rank power+uniqueness (source):** browser-use → CloakBrowser → Skyvern → patchright → openbrowser.  
**VIP social default:** Hybrid stealth session + governors; optional browser-use only for unknown UI; **nodriver/Cloak as anti-bot fallback**; never vanilla Playwright on social.

---

## Gap-fill E — pro-mistral research agent extras

### Light zero-dep tools (when full stack unavailable)

```python
# tiny_http.py — stdlib GET
import socket, ssl
from urllib.parse import urlparse

def tiny_get(url, timeout=10):
    p = urlparse(url)
    host = p.hostname or p.netloc.split(":")[0]
    port = p.port or (443 if p.scheme == "https" else 80)
    s = socket.create_connection((host, port), timeout)
    if p.scheme == "https":
        s = ssl.create_default_context().wrap_socket(s, server_hostname=host)
    path = p.path or "/"
    if p.query:
        path += "?" + p.query
    s.sendall(f"GET {path} HTTP/1.1\r\nHost: {p.netloc}\r\nConnection: close\r\n\r\n".encode())
    r = b""
    while True:
        d = s.recv(4096)
        if not d:
            break
        r += d
    s.close()
    parts = r.split(b"\r\n\r\n", 1)
    if len(parts) == 2:
        h, b = parts
    else:
        h, b = parts[0], b""
    status_code = h.split(b" ")[1].decode() if b" " in h else "500"
    return {"status": status_code, "body": b.decode("utf-8", "ignore")}
```

### Multi-agent research roles (pattern)

```text
researcher.py  → gather sources (5-layer)
analyst.py     → score confidence / triangulation
writer.py      → draft captions/posts ONLY after CLEAR pass
pipeline: research_env + aiohttp + feedparser + Playwright fallback
NEVER feed raw HTML to LLM without sanitize_scraped()
```

### Concurrent URL processing rule

```python
# Process multiple URLs concurrently — cap concurrency (e.g. 5) + per-host rate limit
# Cache with TTL; prefer OmniMemory FTS before network
```

---

## Gap-fill F — Lead gen “unfair advantage” (kept ethical)

1. **G2/Capterra negative reviewers** = highest free B2B intent.  
2. **Telegram:** authority channel > scrape spam; if multi-account messaging, virtual numbers + residential + hard caps.  
3. **Social:** 2–5×/day consistency + reply influencers <60s + Read more hooks.  
4. **Meta:** Ad Library spy → 3-3-3 tests → scale ≤20%/72h.  
5. **90-day execution** beats 2-week quitters.

---

## Source completeness matrix (after Pass 2)

| Domain | Sources contributing | In unified? |
|--------|---------------------|-------------|
| Hard contract / ethics | Hybrid | Yes |
| Cookies / VPS / Mode C | Hybrid | Yes |
| Rate limits full table | Hybrid | Yes (A1) |
| first_60 + grow routine | Hybrid | Yes (A2) |
| NSRE / Phoenix / framemd5 / health | Hybrid | Yes (A3) |
| Humanization Bezier/Poisson | Hybrid | Yes |
| Shadowban + L1–L3 | Hybrid | Yes |
| Browser decision tree / budgets | Ultimate stack | Yes (+D) |
| Retention + hub-spoke + daily OS | social overgrowth | Yes |
| Hooks / case studies / toolkit | Advanced overgrowth | Yes (+C) |
| 11 lead methods + Meta | Lead generation | Yes (+F) |
| 100 pro notes + 14d warmup + top7 | Mastery | Yes (+B) |
| 5-layer + triangulation + light tools | pro-mistral | Yes (+E) |
| Full Hybrid class bodies (~5kL) | Hybrid | **By reference** → open `new-hybrid-4.7.md` for line-complete modules |
| Full Mastery 7kL code dump | Mastery | **By reference** → open Mastery for 10 full implementations / Dockerfiles |

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## What “read all” means here

| Claim | Status |
|-------|--------|
| Every source **file opened and fully loaded** (Pass 2) | **YES** |
| Every **header** inventoried | **YES** (688) |
| Every **best-practice concept** merged or gap-filled | **YES** (this audit) |
| Every **line of prose** rewritten into unified | **NO** — intentional; would produce unmaintainable 15k-line dump |
| Every **implementation module** copied verbatim | **NO** — Hybrid remains SoT for full code bodies |

*Audit complete. Unified spec version effectively **1.1** with Full Source Scan Audit.*