Is cm-content-factory-fbee4e safe to install?

SaferSkills independently audited cm-content-factory-fbee4e (Agent Skill) and scored it 100/100 (green). The audit ran 55 deterministic rules across Security, Supply Chain, Maintenance, Transparency, and Community; it found 0 high-severity and 0 lower-severity findings. The full rule-by-rule trace and per-finding evidence are below. Free, methodology-open.

CategoryWeightCategory scoreContribution

Securityprompt, exec, net, exfil, eval

35%

100

35.0 pts

Supply chainhash, typosquat, maintainer, lockfile

20%

100

20.0 pts

Maintenancestaleness, pinning, CI

15%

100

15.0 pts

TransparencySKILL.md, perms, README

15%

100

15.0 pts

Communityinstalls, verify, response

15%

100

15.0 pts

Findings & checks · 0 flagged

Securityscore 100 · 0 findings

✓—All security checks passedNo findings in this category for the latest scan.pass

Supply chainscore 100 · 0 findings

✓—All supply chain checks passedNo findings in this category for the latest scan.pass

Maintenancescore 100 · 0 findings

✓—All maintenance checks passedNo findings in this category for the latest scan.pass

Transparencyscore 100 · 0 findings

✓—All transparency checks passedNo findings in this category for the latest scan.pass

Communityscore 100 · 0 findings

✓—All community checks passedNo findings in this category for the latest scan.pass

The primary manifest — the file an agent reads to learn what this artifact does.

skills/cm-content-factory/SKILL.md · 1 file

skills/cm-content-factory/SKILL.md15.0 KB · Markdown

name: cm-content-factory

description: "Self-learning SEO content pipeline: dashboard, multi-agent queue, token budgets, research → write → audit → publish. StoryBrand/Cialdini/JTBD-style frameworks; config-driven. Use for content factory, batch articles, or scaled publishing."

CM Content Factory v2.0 — AI Content Machine Platform

Config-driven, self-improving content factory with real-time dashboard, multi-agent independence, and token management. Gets smarter with use through memory + reward system.

Architecture

┌─────────────────────────────────────────────┐
│         🌐 DASHBOARD (localhost:5050)        │
│  Pipeline │ Tasks │ Tokens │ Logs │ Landing  │
└───────────┬─────────────────────────────────┘
            │ SSE / Polling
┌───────────┴─────────────────────────────────┐
│            🏭 PIPELINE ENGINE               │
│  ┌──────────┐ ┌──────────┐ ┌────────────┐  │
│  │  State   │ │  Token   │ │   Agent    │  │
│  │ Manager  │ │ Manager  │ │ Dispatcher │  │
│  └──────────┘ └──────────┘ └────────────┘  │
│                    │                         │
│  EXTRACT → PLAN → WRITE → AUDIT → SEO → PUB│
│                    │         │              │
│              📊 SCOREBOARD (reward/penalty)  │
│                    │                         │
│              🧠 MEMORY (3-layer learning)   │
└─────────────────────────────────────────────┘

Config file: content-factory.config.json at project root. Schema: config.schema.json.

🚀 Quick Start

# New project (interactive wizard)
python3 scripts/wizard.py

# Full pipeline WITH dashboard
python3 scripts/pipeline.py --dashboard

# Pipeline with budget limit
python3 scripts/pipeline.py --dashboard --budget 5.0

# Dashboard only (standalone)
python3 scripts/dashboard_server.py

Phase 0: Discovery (MANDATORY)

AI MUST ask 5 question groups in order:

#	Group	Key Questions
Q1	Niche Info	Industry, brand, address, phone, USP
Q2	Reference & Avoid	Reference websites, styles to avoid, tone
Q3	Data Sources	Existing files, URLs to extract, images
Q4	Content Goals	Number of articles, keywords, language, region
Q5	Deploy	Cloudflare account, domain, milestone

Phase 0.5: Confirm

Display summary table → WAIT for user OK → then proceed.

Operating Modes (12)

Mode	Script	Purpose
📦 EXTRACT	`extract.py`	Source docs → JSON knowledge-base
📋 PLAN	`plan.py`	Knowledge → topic queue
✍️ WRITE	`write.py`	AI content generation (batch/single)
🔍 AUDIT	`audit.py`	Quality check + auto-fix
🔎 SEO	`seo.py`	Metadata optimization
🚀 PUBLISH	`publish.py`	Build + deploy
🧠 LEARN	`scoreboard.py` + `memory.py`	Extract patterns from feedback
🔬 RESEARCH	`research.py`	Auto-research new topics
💰 REVIEW	`monetize.py`	Monetization scoring
🏭 PIPELINE	`pipeline.py`	Full automated A→Z
📊 DASHBOARD	`dashboard_server.py`	Real-time web dashboard
🎯 LANDING	`landing_generator.py`	Persona-based landing pages

All scripts: python3 scripts/<script> --config content-factory.config.json

Dashboard (NEW in v2.0)

Real-time web dashboard at http://localhost:5050:

Pipeline Progress: Visual 6-phase timeline with progress bars
Task Queue: Active/queued/completed/failed task cards
Token Tracker: Cost by provider, budget progress bar
Event Log: Filterable real-time log viewer
Error Panel: Highlighted error details

# Auto-start with pipeline
python3 scripts/pipeline.py --dashboard --dashboard-port 5050

# Standalone
python3 scripts/dashboard_server.py --port 5050

Multi-Agent Support (NEW in v2.0)

Multiple agents can work independently on the same pipeline via file-based task queue.

from agent_dispatcher import AgentDispatcher
d = AgentDispatcher()

# Enqueue tasks
d.enqueue("write-article-1", "write", {"topic": "SEO Tips"}, priority=3)
d.enqueue_batch([{"id": "w-2", "type": "write"}, {"id": "w-3", "type": "write"}])

# Agent claims next task
task = d.claim_next("gemini-agent-1")
d.heartbeat("gemini-agent-1", task["id"])  # Keep alive

# Complete or fail
d.complete(task["id"], "gemini-agent-1", {"result": "ok"})
d.fail(task["id"], "gemini-agent-1", "API timeout")  # Auto-retry up to 3x

Features: priority ordering, stale lock detection (10min), auto-retry (3x), heartbeat.

Token Management (NEW in v2.0)

Track token usage, costs, rate limits, and budget across all providers.

from token_manager import TokenManager
tm = TokenManager(budget_usd=5.0)

# Record usage
tm.record_usage("gemini", input_tokens=1000, output_tokens=500, task_id="w-1")

# Check budget
if not tm.check_budget():
    print("Budget exceeded!")

# Rate limiting
tm.wait_if_rate_limited("gemini")

# Circuit breaker (auto-stop after 5 consecutive failures)
if tm.is_circuit_open("gemini"):
    print("Provider down, switching...")

python3 scripts/token_manager.py status

Landing Pages (NEW in v2.0)

Generate persona-based landing pages using Content Mastery SB7 framework.

Add personas array to config:

{
  "personas": [{
    "name": "Economic Buyer",
    "headline": "Save 50% on Marketing Costs",
    "subheadline": "AI creates professional content, 10x faster",
    "pain_points": ["High marketing costs", "Lack of content staff"],
    "benefits": [{"title": "Cost Savings", "description": "Reduce costs by 50%"}],
    "social_proof": [{"number": "2,347", "label": "Businesses trust us"}],
    "steps": [{"title": "Configure", "description": "Enter your business information"}],
    "cta_text": "Try It Free"
  }]
}

python3 scripts/landing_generator.py --config content-factory.config.json
python3 scripts/landing_generator.py --config content-factory.config.json --list

Pipeline Execution

1. INIT     → wizard.py + scaffold.py → Astro project + config
2. RESEARCH → pipeline:research → 30+ topics
3. EXPAND   → expand-topics.py → 30 → target (100/200/...)
4. WRITE    → pipeline:write → 3 workers, 8s sleep, ~3 articles/min
5. MILESTONE → audit → build → deploy (at 50%/100%)
6. SHIP     → Final audit → deploy → notify user

🛡️ Golden Rules (Score 95+)

Performance: Font preload, critical CSS inline, preconnect, img width/height, GTM defer
Accessibility: WCAG AA contrast (#555+ on white), semantic HTML, h1-h3 hierarchy
Security: CSP/HSTS/XFO headers via public/_headers, cache immutable for /_astro/*
SEO: robots.txt → sitemap, proper meta tags

Self-Learning System

Memory (3 layers)

Layer	Path	Purpose
Semantic	`memory/semantic/`	Long-term patterns, style, SEO rules
Episodic	`memory/episodic/`	Per-session experiences + outcomes
Working	`memory/working/`	Current session context

Scoreboard

Event	Points
User praise	+10
Engagement (share/bookmark)	+5
Article passes audit first try	+3
User edits article	-5
User deletes article	-10
Audit fail	-3

Scripts Reference

Core Pipeline

Script	Purpose
`pipeline.py`	Master orchestrator (6-phase) + dashboard integration
`extract.py`	Source extraction
`plan.py`	Topic planning
`write.py`	AI content writer
`audit.py`	Quality audit + fixer
`seo.py`	SEO optimization
`validate.py`	Content validation
`publish.py`	Build + deploy
`deploy.py`	Multi-platform deploy

Platform Layer (NEW v2.0)

Script	Purpose
`state_manager.py`	Central state management (JSON + JSONL events)
`token_manager.py`	Token tracking, cost, rate limits, circuit breaker
`dashboard_server.py`	HTTP server + SSE for dashboard
`agent_dispatcher.py`	Multi-agent task queue with file locking
`landing_generator.py`	Persona → Landing page generator

Intelligence Layer

Script	Purpose
`memory.py`	3-layer memory engine
`scoreboard.py`	Reward/penalty system
`research.py`	Auto-research engine
`monetize.py`	Monetization scoring

Setup

Script	Purpose
`wizard.py`	Interactive project setup
`scaffold.py`	Website scaffolding (Astro)

⚠️ Rules

ALWAYS ask before doing — Phase 0 Discovery is mandatory
ALWAYS confirm — Display summary, wait for user OK
ALWAYS notify milestones — At 50%, deploy milestone, completion
NEVER deploy without audit — Always audit before deploy
NEVER skip questions — If user doesn't provide info, use default + confirm
ALWAYS use dashboard — When running pipeline, add --dashboard

Content Mastery Framework — High-Conversion Content Writing

Unified content writing system. Synthesized from 8+ frameworks: StoryBrand (SB7), SUCCESs, Cialdini (7 Principles), STEPPS, Hook Model, JTBD, CRO, Grand Slam Offers.

Core Principle: Excellent content is not art — it is systematic science. Every word guides the reader: "unaware" → "interested" → "desire" → "action".

Phase 0: Persona & JTBD

User Persona Canvas (complete BEFORE writing):

Dimension	Questions
Demographics	Age, gender, occupation, income
Pain Points	3-5 most urgent problems
Goals & Dreams	Dream Outcome — in their own language
Fears & Objections	What concerns do they have when buying?
Decision Triggers	What makes them BUY NOW?
Language	Voice of Customer — words they use to describe problems

Buyer Persona: Economic (ROI) | User (UX) | Technical (specs) | Coach (case studies)

Job Statement (JTBD): When [situation], I want [outcome], so that [end result]

3 dimensions: Functional + Emotional + Social
4 forces: Push + Pull > Habit + Anxiety

Phase 1: Hook — 12 Formulas

#	Hook Type	Formula
1	Contrarian	"[What everyone believes] is actually wrong..."
2	Curiosity Gap	"How [person/competitor] [achieved result] without [surprise]"
3	Data Shock	"[Shocking statistic] — here's what you need to know"
4	Before/After	"Before: [pain]. After: [dream]. In [timeframe]"
5	Question	"[Question that hits deepest pain point]?"
6	Story Open	"At [moment], [character] discovered..."
7	Authority	"[Credential] + [surprising insight]"
8	FOMO	"[X people] have [achieved result]. Are you missing out?"
9	Pain Agitation	"If you're experiencing [specific pain], keep reading..."
10	Promise	"You'll [result] in [timeframe], even if [obstacle]"
11	Villain	"[Enemy] is [doing harm] — here's how to fight back"
12	Insider Secret	"What [experts] don't want you to know..."

Rule: 1 hook = 1 message. Test 3-5 hooks for each important piece of content.

Phase 2: SB7 Narrative

1. Hero (Customer) → has ONE desire
2. Problem → Villain + External + Internal + Philosophical
3. Guide (You) → Empathy + Authority
4. Plan → 3 simple steps
5. CTA → Direct + Transitional
6. Failure → consequences of inaction
7. Success → the picture of success

Golden Rule: Customer = HERO. You = GUIDE. Never make the brand the main character.

Phase 3: 7 Cialdini Weapons

Principle	Application	Copy Pattern
Reciprocity	Free guide/trial/tool	"Here's a gift for you..."
Commitment	Quiz, micro-actions	"You've completed step 1!"
Social Proof	Testimonials, logos	"2,347 businesses trust us..."
Authority	Credentials, data	"Research from Harvard..."
Liking	Friendly brand voice	"We've been there too..."
Scarcity/FOMO	Limited spots, deadline	"Only 5 spots remaining..."
Unity	Shared identity	"For those who are building..."

FOMO 5 layers: Time Scarcity → Quantity Scarcity → Exclusive Access → Social FOMO → Opportunity Cost

Ethical boundary: FOMO must be BASED ON TRUTH. Fake countdowns = permanent brand destruction.

Phase 4: SUCCESs + STEPPS

SUCCESs (Made to Stick) — ≥4/6: Simple, Unexpected, Concrete, Credible, Emotional, Stories

STEPPS (Viral Check): Social Currency, Triggers, Emotion (high-arousal), Public, Practical Value, Stories

Phase 5: Offer & CTA

Grand Slam Offer: Perceived Value = (Dream Outcome × Likelihood) / (Time Delay × Effort)

CTA Type	When to Use	Example
Direct	Primary conversion	"Sign Up Now — Free"
Transitional	Not ready to buy	"Download Free Checklist"
Urgency	Real scarcity	"Only 3 Spots Left — Before 23:59"

O/CO (Objection/Counter-Objection): Trust → Testimonials. Price → ROI calc. Fit → Case study. Timing → Deadline. Effort → "Done-for-you".

Phase 6: SEO Checklist

Title Tag ≤ 60 chars + primary keyword
Meta Description ≤ 155 chars + CTA
H1 × 1 + keyword. H2-H3 hierarchy + secondary keywords
First 100 words contain primary keyword
≥ 3 internal links + 2-5 external authoritative links
Schema Markup: FAQ, How-to, Article as appropriate

Phase 7: Cross-Audit 7 Dimensions (each /10)

Hook Power — Does the first 3 seconds retain attention?
Persona Fit — Correct VoC + pain + dream?
Persuasion Depth — ≥3 Cialdini + O/CO?
Narrative Flow — SB7 compliant?
Stickiness — ≥4/6 SUCCESs?
SEO Compliance — Title/Meta/H1/links?
CTA Clarity — 1 Direct CTA + repeat?

63-70: Exceptional | 49-62: Strong | 35-48: Average | <35: Fail — rewrite

Content Type Matrix

Type	Hook Focus	Persuasion	CTA
Landing Page	Contrarian/Data Shock	Social Proof + Scarcity	Direct
Blog Post	Curiosity Gap/Question	Authority + Value	Transitional
Email	Pain Agitation/Story	Reciprocity + Commitment	Direct
Social Media	Insider Secret/FOMO	Social Currency + Emotion	Mixed
Ad Copy	Villain/Question	Scarcity + Emotion	Direct

Ethical Boundaries

No fake scarcity (fake timers, fake "sold out")
No fabricated testimonials
No exploiting vulnerable groups
No promising undeliverable results
No hidden costs
No fear-mongering

Final test: "Would you be willing to apply this technique to your own family?"

cm-content-factory-fbee4e— agent skill

Is cm-content-factory-fbee4e safe to install?

CM Content Factory v2.0 — AI Content Machine Platform

Architecture

🚀 Quick Start

Phase 0: Discovery (MANDATORY)

Phase 0.5: Confirm

Operating Modes (12)

Dashboard (NEW in v2.0)

Multi-Agent Support (NEW in v2.0)

Token Management (NEW in v2.0)

Landing Pages (NEW in v2.0)

Pipeline Execution

🛡️ Golden Rules (Score 95+)

Self-Learning System

Memory (3 layers)

Scoreboard

Scripts Reference

Core Pipeline

Platform Layer (NEW v2.0)

Intelligence Layer

Setup

⚠️ Rules

Content Mastery Framework — High-Conversion Content Writing

Phase 0: Persona & JTBD

Phase 1: Hook — 12 Formulas

Phase 2: SB7 Narrative

Phase 3: 7 Cialdini Weapons

Phase 4: SUCCESs + STEPPS

Phase 5: Offer & CTA

Phase 6: SEO Checklist

Phase 7: Cross-Audit 7 Dimensions (each /10)

Content Type Matrix

Ethical Boundaries

Audit the pieces. Scan the whole. Decide.