📱 X Trend-to-Draft Content Planner
Researches current topics for a defined audience and creates evidence-aware X post drafts for human review.
Teams that want a repeatable research-to-draft workflow for X posts.
Research task feeds one writing task through CrewAI context. Two tools are attached to separate specialist agents.
Requirements & deliverables
Prerequisites
- • OpenAI API key
- • Serper API key
- • Brand guideline TXT
Deliverables
- • Trend brief
- • 3 post drafts
100% Free
📰 Source-Grounded News Brief & Blog Draft
Builds a dated source dossier and converts it into a localized article draft with explicit citations and uncertainty notes.
Editors turning daily source material into localized SEO articles.
A collection agent gathers source pages, then a writer receives the research as task context and produces the article.
Requirements & deliverables
Prerequisites
- • OpenAI API key
- • Target news URLs
- • Output directory
Deliverables
- • Source digest
- • SEO blog draft
100% Free
🔍 Competitor Catalog Snapshot & Price Delta Review
Captures a point-in-time catalog snapshot and compares normalized products against a supplied baseline.
Commerce teams comparing competitor catalog and price changes.
Scraping produces a Pydantic-validated product matrix before the analysis task creates prioritized alerts.
Requirements & deliverables
Prerequisites
- • OpenAI API key
- • Competitor URLs
- • Historical baseline TXT
Deliverables
- • Validated product matrix
- • Change alert report
100% Free
📊 CSV Data Validator & Outreach Crew
Inspects CSV data for inconsistencies and automatically generates a validated English contact list for outreach.
Operations teams cleaning contact data before outreach.
A CSV validation task creates a clean subset that becomes context for the outreach-generation task.
Requirements & deliverables
Prerequisites
- • OpenAI API key
- • Input CSV
Deliverables
- • Validation report
- • Clean contact list
- • Outreach drafts
100% Free
💻 GitHub Repo Analyzer & Doc Gen
Analyzes GitHub repositories for code quality and automatically drafts comprehensive technical documentation.
Developers onboarding to a repository or refreshing technical documentation.
Repository analysis runs first; its findings are injected into a dedicated documentation task.
Requirements & deliverables
Prerequisites
- • OpenAI API key
- • GitHub token
- • Repository access
Deliverables
- • Architecture summary
- • README/documentation draft
100% Free
▶️ YouTube to Blog Post Converter
Extracts content from YouTube videos and restructures it into fully formatted, SEO-optimized blog articles.
Creators converting long-form videos into searchable written content.
Video retrieval and summarization complete before the writing agent receives the structured notes.
Requirements & deliverables
Prerequisites
- • OpenAI API key
- • YouTube URL or query
Deliverables
- • Video outline
- • SEO blog draft
100% Free
🌐 Parallel Evidence Research & Synthesis
Searches multiple sources concurrently and synthesizes findings into a single report.
Analysts who need independent research streams merged into one report.
Independent async tasks fan out from specialist agents; a final synthesis task waits for both contexts.
Requirements & deliverables
Prerequisites
- • OpenAI API key
- • Serper API key
- • Research topic
Deliverables
- • Independent findings
- • Synthesized research report
100% Free
💻 Manager-Led Feature Design & Review
A Manager AI oversees a Senior Developer and a QA Engineer to build robust software.
Teams experimenting with manager-led delegation across engineering roles.
CrewAI Process.hierarchical uses a manager LLM to allocate unassigned work across engineering agents.
Requirements & deliverables
Prerequisites
- • OpenAI API key
- • Clear product requirements
Deliverables
- • Implementation plan
- • Reviewed code proposal
100% Free
📣 Manager-Led Campaign Strategy & Copy Review
A Manager AI orchestrates a Market Analyst and a Copywriter to create a cohesive campaign.
Marketing teams coordinating research and creative work under one campaign manager.
A manager LLM delegates research and campaign creation while shared search tooling grounds decisions.
Requirements & deliverables
Prerequisites
- • OpenAI API key
- • Serper API key
- • Campaign brief
Deliverables
- • Market insight brief
- • Integrated campaign plan
100% Free
🛡️ Repository Red-Team Audit
Runs architecture, security, reliability, adversarial, and cost reviews before producing a release decision.
Engineering leaders preparing an evidence-based release readiness review.
Six specialists feed a dependency DAG. The release judge waits for five audit branches and emits validated JSON.
Requirements & deliverables
Prerequisites
- • OpenAI API key
- • Local repository path
- • Sandboxed read-only runtime
Deliverables
- • Risk registers
- • Adversarial test plan
- • Validated release decision JSON
100% Free