Question 1

How does the 'Viral Creative Consigliere' ensure my content doesn't sound like a typical AI bot?

Accepted Answer

The skill eliminates the "generic AI bot" tone through a 4-tier deterministic architecture rather than relying on standard LLM prompts:

1. Reverse-Engineered Empirical Cadence (Zero Generic Surveys):
Instead of asking vague questions ("What is your tone?"), `profile_extractor.py` scans your actual past transcripts to extract mathematical speech metrics: median sentence length (e.g., 8.2 words vs. typical AI's 20+ words), period density, rhetorical question ratios, and specific opening rhythms. The generated draft is physically constrained to your speech cadence.

2. Hard-Coded AI Cliché Eliminator:
Our `persona_auditor.py` applies strict regex filtering against known corporate AI clichés that instantly trigger viewer bounce: phrases like "In today's fast-paced world", "Delve into", "A testament to", "Game changer", "Dive right in", "Needless to say", and "In conclusion" are strictly flagged and eradicated.

3. "Electric Fence" Banned Words Enforcement:
Your private SQLite profile maintains a customizable "Electric Fence" dictionary of words, jargon, and stylistic traits you personally despise. Any draft that breaches this fence is flagged with precise line-by-line violation reports.

4. Multi-Dimension Post-Generation Audit:
Every script must pass an objective 4-dimension consistency audit (Cadence Adherence, Cliché Count, Banned Words, and Platform-Native CTA) before it reaches you, returning an empirical score (e.g., 96.5/100). If the score drops below 85, the engine flags exactly which sentences broke character.

Question 2

Can I use this skill to repurpose a single content idea across multiple social media platforms?

Accepted Answer

Yes, absolutely. The skill is specifically architected for cross-platform content adaptation across TikTok, YouTube (Shorts & Long-form), and X (Twitter):

- Platform-Native Funnel Adaptation: Rather than blindly copy-pasting text, the engine recalculates the structural hooks based on distinct platform mechanics:
  • TikTok: Optimized for high Share/View ratios, dynamic visual pattern interrupts, and 15–45s rapid retention pacing.
  • YouTube Shorts & Long-Form: Structured around P25–P75 sweet-spot duration formulas, CTR hook packaging, and narrative retention curves.
  • X (Twitter): Tailored for high Bookmark-Rate contrarian opening hooks, concise scannable line breaks, and conversation-generating CTA closings.
- Unified Persona Consistency: Ensures your core voice, cadence, and boundary rules remain 100% identical and instantly recognizable across all three networks.

Question 3

What specific files and tools are included in the purchase?

Accepted Answer

You receive a fully self-contained, production-grade package with zero external dependencies:

1. Core Directives:
   • `SKILL.md`: Standard AgentSkills/Agensi specification defining the 3-phase execution SOP.

2. Python Standard Library Tool Suite (`scripts/`):
   • `analytics.py`: 6 deterministic algorithms (1of10 Outlier Multiplier, Sweet Spot Duration, Platform Funnels, Trend Velocity).
   • `profile_extractor.py`: Reverse-extracts voice cadence, punctuation density, and sentence limits from raw transcripts.
   • `persona_auditor.py`: Post-generation 4-dimension audit (banned words, cadence length, AI cliché detection).
   • `vault.py`: Local private SQLite storage manager (`~/.consigliere/vault.db`) for profile and topic history.

3. Engineering References & Specs (`references/`):
   • `algorithms_spec.md`: Complete mathematical definitions, baseline tables, and edge-case handling.
   • `audit_rubric.md`: Scoring thresholds, deduction weights, and remediation protocols.
   • `hotspot_guide.md`: Trend ingestion, velocity phases, and blue ocean supply-demand matrix.
   • `persona_spec.md`: 6-slot persona parameter definitions and voice guardrail rules.

4. Schemas, Tests & Assets:
   • `templates/persona_schema.json`: Validated JSON schema for custom persona configurations.
   • `tests/test_preflight.py`: Preflight verification test suite (8/8 passing).
   • `assets/`: 512×512 high-resolution logo in both PNG and lossless SVG formats.

Question 4

What are the technical requirements for running this skill in my existing workflow?

Accepted Answer

The skill is engineered to be as friction-free and lightweight as possible:

- Runtime: Python 3.8 or higher.
- Dependencies: Zero external `pip` packages required. Runs 100% on native Python standard libraries (`sqlite3`, `math`, `re`, `json`, `pathlib`, `argparse`, `collections`).
- Storage: Standard local disk write permission to create the private SQLite database at `~/.consigliere/`.
- Operating System: 100% cross-platform compatible (Windows 10/11 with PowerShell/CMD, macOS Apple Silicon/Intel, and Linux).
- Agent Harness: Works out-of-the-box with any standard agent runner or environment (Antigravity, Claude Desktop, Cursor, AgentSkills runners, or directly via CLI commands).

Question 5

Does the skill require direct access to my social media accounts or API keys to function?

Accepted Answer

No. Absolutely not.

The skill requires zero access to your social media accounts, zero login credentials, zero OAuth tokens, and zero paid API keys.

1. 100% Local & Offline Computation: All 6 quantitative algorithms (1of10 Outlier Multiplier, Sweet Spot Duration, Engagement Funnels) and the Persona Consistency Auditor execute entirely on your machine using Python standard library.
2. Zero Cloud Telemetry: Your creator voice specs, past transcripts, and topic records are stored exclusively in an offline local SQLite database (`~/.consigliere/vault.db`). No data is ever transmitted to external cloud servers.
3. Zero Account Risk: You interact with the skill simply by feeding raw transcripts or topic ideas into your AI agent's chat or workspace. There is zero risk of platform strikes, API rate limits, or account bans.

Metric / Dimension	Creator Baseline	Outlier Target	Engine Adjustment
Median Sentence Cadence	8.2 words/sentence	7.0–9.5 words/sentence	Maintained short punchy bursts; max limit 14 words
Punctuation Rhythm	High period density (71%)	Rapid stop cadence	Eliminated semicolons & complex nested clauses
Sweet Spot Duration	48s	45s–55s (P25–P75)	Locked script to exactly 132 spoken words (50s at 160 WPM)
Outlier Engagement Target	1.8% Share/View	> 3.5% Share/View (1of10)	Optimized for bookmarking & sharing via contrarian data hook

Timecode	Visual Direction & Framing	Audio & Sound Design (SFX)	Spoken Script (Creator Voice)
0:00 - 0:03	Fast punch-in to eye level; screen displays terminal closing abruptly.	Low sub-bass drop + muted keystroke stop.	Your computer science degree didn't prepare you for what just happened this morning.
0:03 - 0:12	B-roll split screen: GitHub commit graph flashing red vs autonomous agent log streaming at 120 lines/sec.	Rapid digital telemetry click.	Junior devs used to spend days writing unit tests and fixing merge conflicts. Now? Autonomous swarms do it before your morning espresso brews.
0:12 - 0:24	Creator steps to chalkboard or drawing tablet; highlights "Syntax" crossed out, replaced by "System Architecture".	Marker screech on glass; beat drop.	Companies aren't cutting headcount because they hate junior engineers. They're cutting headcount because syntax is now a solved commodity.
0:24 - 0:38	Clean terminal UI showing agent orchestration architecture; zero stock footage.	High-frequency riser building tension.	If your value was writing boilerplate React forms, you're in trouble. But if you can orchestrate multi-agent pipelines and audit edge cases? You just became a 10x lead engineer overnight.
0:38 - 0:50	Direct lock to lens; subtle background depth blur; native clean CTA banner.	Subtle vinyl stop; warm ambient pad.	Stop grinding syntax puzzles. Start architecting autonomous loops. Drop a comment below if you want my private audit framework for agentic codebases.

Dimension	Rule Constraint	Draft Measurement	Status
Banned Clichés	No "In today's fast-paced world", "Game changer", "Dive right in"	0 instances detected	PASSED
Cadence Adherence	Median 7–10 words/sentence; 0 run-on sentences (>16 words)	Median: 8.8 words; Max: 14 words	PASSED
Punctuation Balance	Exclamation mark ratio < 5%	0.0% (Clean declarative tone)	PASSED
Platform Alignment	Native CTA, high comment trigger	Value exchange + comment loop	PASSED

Viral Script Strategist