Empirical Competitive Intelligence, Platform Mechanics, Real-Time Search Mining & High-Ticket Account Engineering Blueprint for Software and IT Services on Fiverr.
This repository is a fully portable, production-grade AI Agent Skill Suite and Deterministic CLI Toolkit. Drop this entire folder into any workspace, agent repository, or IDE (Google Antigravity, Claude Code, OpenAI Codex, Cursor, Windsurf, OpenCode, Aider), and AI agents will automatically discover, load, and execute these specialized skills.
- 100% Relative Paths: Completely portable. Run on any operating system (Windows, macOS, Linux, WSL) or directory path without hardcoded absolute paths or drive letters.
-
Zero Third-Party Pip Dependencies: All 10 deterministic CLI tools run on native standard library Python 3.8+ (
urllib,re,json,argparse,math,sys,pathlib). - Real-Time Live Search Mining: Connects live to autocomplete suggestion APIs over HTTPS to build L0–L5 Seed Ladders, filter commodity terms, and calculate 100-point Opportunity Scores in seconds.
- Competitor SERP & Price-Elasticity Benchmarking: Evaluates average Orders in Queue (OIQ), pricing bands across tiers, competitor flaws, and competitive counter-positioning wedges.
-
Portfolio-Wide Anti-Cannibalization Defense: Audits cross-gig search tag overlap to strictly enforce Fiverr's
$\le 2$ shared tags limit and prevent deduplication penalties. - Programmatic 1280x769 Thumbnail Generator: Renders pixel-perfect dark-mode vector SVG slides (Cover Hero, System Architecture Flowchart, and Scope Matrix) with zero graphics software needed.
- Real-Time ToS & Communication Shield: Proactively scans message drafts for off-platform contact leaks, payment circumvention, and review coercion, offering safe drop-in sanitized text.
-
100% Anti-AI Footprint: Enforces strict sentence burstiness and eliminates 26 banned AI cliches (
delve,testament,seamless,cutting-edge,revolutionize). - First-Party Platform Indexing Priority: Aligns copy to Fiverr's internal weighting hierarchy: Title Text FIRST ➔ 5 Search Tags SECOND ➔ Description Body THIRD.
- High-Ticket Engineering Focus: Replaces sub-$50 commodity micro-tasks with enterprise milestone engagements ($1,500–$12,000+).
- Success Score (1–10) Protection: Proactively guards against private review degradation, revision traps, and cancellation risks.
All files, scripts, and documentation use relative paths from the repository root:
./
├── README.md # Master overview, complete usage guide & architecture
├── AGENTS.md # Global agent routing matrix & autonomous protocols
├── scripts/ # Deterministic validation & real-time search CLI tools
│ ├── search_keywords.py # Real-time search mining, L0-L5 seed ladder & opp. scorer
│ ├── score_keyword.py # 5-factor mathematical Strategic Keyword Scorer
│ ├── score_title.py # 80-char title algorithmic & front-loading scorer
│ ├── validate_gig.py # 11-stage conversion linter, tag counter & anti-AI checker
│ ├── validate_profile.py # 6-stage bio validator, 20-skill taxonomy & anti-hype linter
│ ├── calculate_margins.py # 20% platform fee, milestone escrow & buffer calculator
│ ├── audit_portfolio.py # Portfolio anti-cannibalization & tag collision validator
│ ├── analyze_competitors.py # Competitor SERP benchmarker & price elasticity modeler
│ ├── generate_thumbnail.py # 1280x769 dark-mode vector SVG thumbnail & card generator
│ └── tos_shield.py # Real-time communication ToS scanner & message sanitizer
├── skills/ # The 8 Specialized Agent Skills
│ ├── fiverr-strategy-orchestrator/ # Account strategy, 90-day roadmap & Model E architecture
│ ├── fiverr-keyword-intelligence/ # Live keyword mining, 6 dimensions, L0-L5 ladder & 5 tags
│ ├── fiverr-profile-architect/ # Profile Engine: authority positioning, bio & 20 skills
│ ├── fiverr-gig-engine/ # Gig Engine: title linguistics & 11-stage descriptions
│ ├── fiverr-package-pricing-strategist/ # 3-tier architecture, milestone contracts & fee margins
│ ├── fiverr-client-conversion/ # Inbound lead triage, consultation scripts & closing
│ ├── fiverr-success-score-guardian/ # Success Score (1-10) protection & dispute defense
│ └── fiverr-portfolio-proof-engineer/ # Thumbnails (1280x769), sandboxes & video demos
├── .agents/skills/ # Mirrored skills directory for native agent auto-discovery
├── thumbnails/ # Generated 1280x769 vector SVG gallery assets
└── templates/ # Ready-to-Deploy Assets & Dynamic Generators
├── profile-templates.md # Storefront templates (Enterprise Architect / SaaS Engineer)
├── gig-1-erp-crm-operations.md # Pillar 1: Custom ERP, CRM & Business Systems
├── gig-2-saas-mvp-launchpad.md # Pillar 2: Scalable B2B SaaS Application & MVP
├── gig-3-ai-agents-automation.md # Pillar 3: Autonomous AI Agents & AI SaaS
├── gig-4-admin-dashboard-portal.md # Pillar 4: Admin Dashboards & Client Portals
├── gig-5-api-integrations-webhooks.md # Pillar 5: API Integrations & n8n Automations
└── dynamic-it-gig-generator.md # Universal Blueprint for ANY technical service
This repository supports two operating modes: Autonomous AI Agent Mode (pair-programming with an LLM agent) and Human / Manual CLI Mode (freelancers, agencies, and developers running tools directly).
When you open this folder in an AI-assisted environment (e.g. Google Antigravity IDE, Claude Code, Cursor, Windsurf, OpenAI Codex, OpenCode, Aider), the agent automatically reads AGENTS.md and discovers all skills in ./skills/ and ./.agents/skills/.
You can trigger complete multi-step engineering protocols using natural conversational prompts:
- What to say:
"Make a perfect profile for my enterprise software development agency."
or
"Optimize my Fiverr profile storefront using fiverr-profile-architect." - What the agent does autonomously:
- Phase 1 (Intake): Prompts you with 5 discovery questions (Name/Niche, Buyer Persona, Experience/Stack, Languages/Target, Credentials).
- Phase 2 (Authority Positioning): Eliminates hype words and crafts an executive title:
[Authoritative Identity] | [Primary Domain] & [Secondary Anchor]. - Phase 3 (Humanized Storefront): Generates a 6-part executive bio, 20-skill prioritized taxonomy, 3 pinned portfolio case studies, and a 45-second video intro script.
- Phase 4 (Audit): Runs
python scripts/validate_profile.pyand presents verified deterministic scores (100/100 benchmark).
-
What to say:
"Make a perfect gig for custom CRM software."
or
"Create a high-ticket Fiverr gig for B2B SaaS MVP development." -
What the agent does autonomously:
- Phase 1 (Discovery): Asks 5 discovery questions (Exact service, Target buyer, Core stack, Pricing targets, Proof assets).
-
Phase 2 (Live Search & Competitor Mining): Runs
python scripts/search_keywords.pyto pull live autocomplete completions andpython scripts/analyze_competitors.pyto evaluate competitor price elasticity and demand velocity. -
Phase 3 (Humanized Generation): Writes front-loaded
$\le 80$ -char title, 11-stage persuasive description, 3 complexity tiers, 5–6 objection-preempting FAQs, 5 intake questions, and a 1280x769 visual brief. -
Phase 4 (Verification): Runs
python scripts/score_title.pyandpython scripts/validate_gig.py, certifying 100/100 quality before presenting the copy.
- What to say:
"Audit my entire gig portfolio for keyword cannibalization and tag overlap using audit_portfolio.py."
- What the agent does: Ingests all active gigs, computes the pairwise tag overlap matrix, checks title hook uniqueness, validates Model E 5-pillar coverage, and scores portfolio synergy (0–100).
- What to say:
"Generate 1280x769 SVG thumbnail cards for Gig 1 using generate_thumbnail.py."
- What the agent does: Renders Slide 1 (Cover Hero), Slide 2 (System Architecture Diagram), and Slide 3 (Scope & Deliverables Matrix) into
./thumbnails/as upload-ready vector SVGs.
-
What to say:
"A buyer sent me this inquiry: '[paste message]'. Triage the lead, draft a consultation closing response, and verify ToS compliance."
-
What the agent does: Analyzes buyer type, drafts a 15-minute response, pitches a Paid Video Consultation ($50–$250) or Sprint 1 Discovery milestone ($350–$650), formats a binding scope brief, and sanitizes the message with
python scripts/tos_shield.py.
- What to say:
"Structure a $5,000 SaaS MVP milestone proposal and calculate net margins using fiverr-package-pricing-strategist."
- What the agent does: Runs
python scripts/calculate_margins.py 5000 --model 4-stage-saas, splits the contract into 4 funded escrow tranches, computes the 20% platform commission, and adds mandatory 30% delivery buffers.
- What to say:
"A client requested out-of-scope changes on an active order. Use fiverr-success-score-guardian to draft a revision defense."
- What the agent does: Applies the Scope Friction Protocol, isolates the deliverable against the initial requirements brief, caps formal revisions, and preserves your private rating metrics.
All scripts are executable directly in PowerShell, Bash, or Zsh using relative paths from the repository root:
Discover live commercial queries buyers are actively typing into search boxes:
# General commercial search mining:
python scripts/search_keywords.py --query "custom crm"
# Target a specific vertical industry:
python scripts/search_keywords.py --query "saas mvp" --industry "real estate"
# Output raw JSON for programmatic workflows:
python scripts/search_keywords.py --query "ai agent" --jsonOutput includes: L0–L5 Seed Ladder, Top Ranked Queries with 100-Point Opportunity Scores, Recommended Front-Loaded Title, 5 Algorithmic Search Tags (2-2-1 quota,
Extract price elasticity bands, orders in queue demand, and counter-positioning wedges before pricing your packages:
python scripts/analyze_competitors.py --query "custom crm"
python scripts/analyze_competitors.py --query "saas mvp" --jsonEnsure your title passes algorithmic length, "I will" prefix, front-loading, and anti-commodity checks:
python scripts/score_title.py "I will develop custom ERP, CRM, or business management software"Run the 11-stage conversion linter, ToS hazard scanner, and burstiness analyzer against any gig markdown file:
python scripts/validate_gig.py --file templates/gig-1-erp-crm-operations.mdChecks performed:
- Title character length (
$\le 80$ chars) and commercial keyword front-loading (chars 1–45). - Search tag count (5 tags) and individual character limits (
$\le 20$ chars). - 11-stage persuasive conversion structure completeness (100%).
- Platform ToS compliance (flags off-platform communication leaks).
- Negative keyword commodity defense (flags cheap traps like "bug fix $5").
- Anti-AI footprint: Zero banned words (
delve,seamless,cutting-edge) and healthy sentence length variance.
Audit your active 5-gig catalog to ensure zero keyword deduplication penalties and balanced pricing:
# Ingest all active gigs and verify cross-gig tag overlap (<= 2 shared tags rule):
python scripts/audit_portfolio.py --dir templatesAudit your profile tagline, 6-part executive bio, and 20-skill taxonomy:
python scripts/validate_profile.py --file templates/profile-templates.md --tagline "Enterprise Software Architect | Custom ERP & B2B SaaS Systems"Determine exact net realizations, escrow allocations, and delivery schedules:
# 4-Stage SaaS milestone model for a $5,000 contract with 70 estimated hours:
python scripts/calculate_margins.py 5000 --model 4-stage-saas --hours 70
# 3-Stage ERP milestone model for an $8,500 enterprise project:
python scripts/calculate_margins.py 8500 --model 3-stage-erp --hours 120Render upload-ready vector SVG cards for the hero cover, system architecture, and feature matrix:
# Slide 1: Primary Authority Cover
python scripts/generate_thumbnail.py --preset gig-1 --type cover --output thumbnails/gig1_cover.svg
# Slide 2: System Architecture Diagram Flowchart
python scripts/generate_thumbnail.py --preset gig-1 --type architecture --output thumbnails/gig1_arch.svg
# Slide 3: 3-Tier Deliverables & Scope Matrix
python scripts/generate_thumbnail.py --preset gig-1 --type features --output thumbnails/gig1_features.svgFilter client communications, custom offer briefs, and consultation replies before sending to prevent account warnings:
# Scan a message draft and generate a compliant, sanitized version:
python scripts/tos_shield.py "Can we talk on Telegram or WhatsApp? We can settle via PayPal." --sanitizeAll scripts reside in scripts/ and require only standard Python 3.8+:
| Script | Purpose | Key Arguments | Example Command |
|---|---|---|---|
search_keywords.py |
Live autocomplete search mining, L0–L5 ladder, tag generator | --query, --industry, --no-live, --json |
python scripts/search_keywords.py --query "custom crm" |
score_keyword.py |
5-Factor mathematical Strategic Keyword Scorer | --keyword, --intent, --aov, --cr, --fit, --comp, --list-presets |
python scripts/score_keyword.py --keyword "custom erp" |
score_title.py |
80-char title length, prefix & front-load auditor | "<title_string>" |
python scripts/score_title.py "I will develop custom ERP or CRM software" |
validate_gig.py |
11-stage conversion linter, ToS scanner & anti-AI checker | --file, --tags |
python scripts/validate_gig.py --file templates/gig-1-erp-crm-operations.md |
validate_profile.py |
6-part bio completeness, 20-skill taxonomy & anti-hype linter | --file, --tagline, --skills |
python scripts/validate_profile.py --file templates/profile-templates.md |
calculate_margins.py |
20% fee net realization, milestone splits & 30% buffers | <gross_amount>, --model, --hours |
python scripts/calculate_margins.py 5000 --model 4-stage-saas --hours 70 |
audit_portfolio.py |
Portfolio anti-cannibalization & tag collision matrix validator | --dir, --files, --json |
python scripts/audit_portfolio.py --dir templates |
analyze_competitors.py |
Competitor SERP price elasticity, demand velocity & wedges | --query, --json |
python scripts/analyze_competitors.py --query "custom crm" |
generate_thumbnail.py |
Programmatic 1280x769 dark-mode vector SVG card generator | --preset, --type, --title, --output |
python scripts/generate_thumbnail.py --preset gig-1 --type cover --output thumbnails/gig1_cover.svg |
tos_shield.py |
Real-time communication ToS scanner & message sanitizer | "<text>", --file, --sanitize, --json |
python scripts/tos_shield.py "Can we talk on WhatsApp?" --sanitize |
Pre-engineered assets in templates/ that score 100/100 on deterministic linters:
-
templates/profile-templates.md: Storefront templates for Enterprise Software Architects and Full-Stack SaaS Engineers with 6-part bios, 20 skills, 3 pinned case studies, and video scripts. -
templates/gig-1-erp-crm-operations.md: Pillar 1 — Custom ERP, CRM & Business Management Systems ($450 / $1,600 / $4,200). -
templates/gig-2-saas-mvp-launchpad.md: Pillar 2 — Scalable B2B SaaS Application & MVP Launchpad ($400 / $1,500 / $3,800). -
templates/gig-3-ai-agents-automation.md: Pillar 3 — Autonomous AI Agents, RAG Pipelines & AI SaaS ($350 / $1,200 / $3,200). -
templates/gig-4-admin-dashboard-portal.md: Pillar 4 — Custom Admin Dashboards & Secure Client Portals ($300 / $950 / $2,400). -
templates/gig-5-api-integrations-webhooks.md: Pillar 5 — Custom API Integrations, Webhooks & n8n Workflows ($150 / $450 / $1,200). -
templates/dynamic-it-gig-generator.md: Universal modular formula for creating high-ticket gigs in Cloud/DevOps, Mobile Apps, Cybersecurity, Data Engineering, or Microservices.
- The 30-Day Testing Rule: Never modify gig titles or primary keywords daily. Platform search indexing requires a minimum 30-day window to stabilize and accumulate behavioral signals. Monitor Revenue Per Qualified Impression (RPQI) before adjusting.
-
Proactive Negative Keyword Defense: Exclude commodity terms (
cheap,quick fix,simple script,bug fix $5,jobs,salary,meaning) from all titles, tags, and packages. Attracting low-budget commodity traffic damages your private review metrics and triggers cancellations. - Platform Indexing Priority Hierarchy: Fiverr indexes gigs by: Title Text FIRST ➔ 5 Search Tags SECOND ➔ Description Body THIRD. Front-load your highest commercial query in characters 1–45 of the title.
-
Success Score (1–10) Protection: Maintain private satisfaction ratings
$\ge 90%$ . Cap revisions at 1–2 per tier, tie deliveries to objective initial criteria, and use milestone contracts to eliminate all-or-nothing cancellation risks. - Anti-AI Writing Standards: All client-facing copy must alternate sentence lengths (short 4-word punches mixed with 25-word technical explanations) and feature 0% banned AI cliches to ensure authentic human authority.
Created for software engineers, IT agencies, and autonomous AI agents competing at the highest echelon of the digital services marketplace. Free to use, adapt, and integrate into any commercial workflow.