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title: Agent Index description: Registry of all ForgeOS agents and their roles updated: 2024

Agent Index

This index documents all agents in the ForgeOS system. Agents are specialized AI skills that handle specific editorial and operational tasks.

Overview

• Total Agents: 25
• Categories: Editorial, Foundation, Quality, Specialization
• Purpose: Route content and operations tasks to the right specialized agent

Quick Reference Table

Agent	Category	Role	Primary Inputs	Use Cases
content-ops-manager	Editorial	Use this skill to manage intake, prioritization, publishing workflow, stakeholde...	Request, or, brief	Handling content intake from stakeholders
copy-chief	Editorial	Use this skill for final line editing, clarity, concision, brand voice, structur...	Draft, Target, channel	A draft needs final polish before review
editorial-director	Editorial	Use this skill to define strategy, audience, angle, narrative, positioning, and ...	Topic, or, brief	Starting a new blog post or content asset
managing-editor	Editorial	Use this skill to turn ideas, briefs, and drafts into production-ready editorial...	Content, idea, or	Planning an editorial calendar
ai-researcher	Foundation	Use this skill to research AI engineering trends, technical topics, market movem...	Topic, or, research	Researching a technical topic before drafting
dev-copywriter	Foundation	Use this skill to draft developer-focused blogs, technical explainers, product e...	Content, brief, Target	Drafting a developer blog post
dev-reviewer	Foundation	Use this skill to review drafts for developer fluency, technical clarity, specif...	Draft, Target, audience	Reviewing a blog draft for developer fluency
founder-x-recap	Foundation	Use this skill to summarize founder or executive X activity into useful recaps, ...	Founder, or, executive	Summarizing founder tweets or posts from the past 12 to 24 hours
claims-risk-reviewer	Quality	Use this skill to review risky, unsupported, overbroad, regulated, customer, par...	Draft, Source, material	Reviewing any content before publication
dev-campaign-reviewer	Quality	Use this skill to review developer-facing ads, landing pages, launch copy, video...	Draft, asset, or	Reviewing ad copy
final-publish-reviewer	Quality	Use this skill for final pre-publication review covering quality, claims, approv...	Final, draft, All	Any content asset before publication
narrative-consistency-reviewer	Quality	Use this skill to review whether an asset aligns with company narrative, categor...	Draft, Core, narrative	Reviewing content for narrative alignment before publication
analyst-relations-writer	Specialization	Use this skill to respond to analyst notes, prepare briefings, and shape analyst...	Analyst, note, or	Responding to an analyst note or inquiry
competitive-intelligence	Specialization	Use this skill to provide competitive framing, differentiation analysis, and mar...	Content, brief,, draft,	Starting any content task — check if competitive context is relevant before anything is written
content-repurposer	Specialization	Use this skill to turn one source asset into channel-specific derivatives withou...	Source, asset, (blog,	Turning a blog post into social, email, and sales content
customer-story-producer	Specialization	Use this skill to evaluate case study potential, shape customer narratives, and ...	Customer, name, or	Evaluating whether a customer situation has case study potential
dev-ad-writer	Specialization	Use this skill to write developer-facing ad copy for technical products, especia...	Product, or, feature	Writing paid social ads for developers
executive-comms-writer	Specialization	Use this skill to draft founder and executive communications that are technical,...	Executive, name, and	Drafting a founder LinkedIn post or thread
launch-comms-writer	Specialization	Use this skill to write product, feature, integration, and partner launch copy a...	Launch, brief, Product	Writing a product or feature launch announcement
lifecycle-email-writer	Specialization	Use this skill to write onboarding, nurture, product education, launch, and acti...	Email, type, and	Writing onboarding email sequences
pmm-lead	Specialization	Use this skill to define or review product positioning, messaging hierarchy, cat...	Content, brief, or	Developing or reviewing a content brief for launches, thought leadership, analyst responses, or case studies
seo-strategist	Specialization	Use this skill to improve discoverability without weakening content quality or d...	Draft, or, brief	Optimizing a blog post for search
social-editor	Specialization	Use this skill to create LinkedIn, X, founder, executive, and company social cop...	Source, asset, (blog,	Turning a blog post into social variants
technical-fact-checker	Specialization	Use this skill to review technical, product, architecture, benchmark, and implem...	Draft, with, technical	Reviewing technical claims in a blog post or launch copy
workflow-extractor	Specialization	Use this skill to turn product features, screenshots, docs, or rough notes into ...	Product, screenshots, or	The user has feature notes but needs campaign concepts

Agents by Category

Editorial (4 agents)

Editorial agents handle content strategy, planning, and production workflows.

Content-Ops-Manager

Role: Use this skill to manage intake, prioritization, publishing workflow, stakeholder handoffs, and content calendar decisions.

Primary Inputs: Request or brief Deadline Stakeholders Channel Campaign or launch context Required approvals Current stage

Use Cases:

• Handling content intake from stakeholders
• Prioritizing content requests against calendar and capacity
• Creating publishing checklists for specific asset types

Copy-Chief

Role: Use this skill for final line editing, clarity, concision, brand voice, structure, grammar, and polish.

Primary Inputs: Draft Target channel Audience Voice guidance from core/VOICE.md Known claims or constraints Desired level of edit (light polish vs. heavy revision)

Use Cases:

• A draft needs final polish before review
• Copy is too long or unfocused
• Voice is inconsistent across sections

Editorial-Director

Role: Use this skill to define strategy, audience, angle, narrative, positioning, and editorial direction before drafting begins.

Primary Inputs: Topic or brief Audience Business goal Source material Product context Desired channel Timing or campaign context Any known constraints

Use Cases:

• Starting a new blog post or content asset
• Pressure-testing an idea before investing in drafting
• Turning messy input into a clear strategy

Managing-Editor

Role: Use this skill to turn ideas, briefs, and drafts into production-ready editorial plans with owners, stages, and review paths.

Primary Inputs: Content idea or brief Deadline Channel Stakeholders Review requirements Source material status Launch or campaign timing

Use Cases:

• Planning an editorial calendar
• Turning a content idea into a production plan
• Identifying missing inputs before drafting

Foundation (4 agents)

Foundation agents provide core writing, research, and development capabilities.

Ai-Researcher

Role: Use this skill to research AI engineering trends, technical topics, market movement, competitor narratives, developer pain points, and source material for content.

Primary Inputs: Topic or research question Target audience Source links or documents Desired output type Time sensitivity Known company POV, if available

Use Cases:

• Researching a technical topic before drafting
• Preparing a blog or launch brief
• Creating a daily or weekly AI briefing

Dev-Copywriter

Role: Use this skill to draft developer-focused blogs, technical explainers, product education, and practical content for AI builders.

Primary Inputs: Content brief Target audience Core message Source material Product or technical notes Desired format and length Required CTA

Use Cases:

• Drafting a developer blog post
• Writing a technical explainer
• Turning a brief into a first draft

Dev-Reviewer

Role: Use this skill to review drafts for developer fluency, technical clarity, specificity, usefulness, and anti-hype positioning.

Primary Inputs: Draft Target audience Intended channel Source material Product or technical constraints Known claims that need caution

Use Cases:

• Reviewing a blog draft for developer fluency
• Removing hype and vague claims
• Making copy more useful to builders

Founder-X-Recap

Role: Use this skill to summarize founder or executive X activity into useful recaps, themes, and content opportunities.

Primary Inputs: Founder or executive posts (text or links) Time period Target channel Desired output type Known company priorities or campaigns

Use Cases:

• Summarizing founder tweets or posts from the past 12 to 24 hours
• Identifying recurring POVs worth amplifying
• Creating a weekly founder social recap

Quality (4 agents)

Quality agents review, validate, and ensure content meets standards.

Claims-Risk-Reviewer

Role: Use this skill to review risky, unsupported, overbroad, regulated, customer, partner, benchmark, or competitive claims before publication.

Primary Inputs: Draft Source material Approval status of any customer, partner, or analyst references Known legal or compliance constraints

Use Cases:

• Reviewing any content before publication
• Auditing a launch announcement for risky claims
• Checking analyst materials for unsupported assertions

Dev-Campaign-Reviewer

Role: Use this skill to review developer-facing ads, landing pages, launch copy, video scripts, and campaign concepts for technical credibility, workflow clarity, and conversion quality.

Primary Inputs: Draft asset or campaign copy Screenshots or product UI Intended audience Channel or format Character limits Product claims or docs Desired conversion

Use Cases:

• Reviewing ad copy
• Reviewing landing pages
• Reviewing video scripts or storyboards

Final-Publish-Reviewer

Role: Use this skill for final pre-publication review covering quality, claims, approvals, metadata, links, CTA, and distribution readiness.

Primary Inputs: Final draft All previous review outputs Claims and approval status Metadata (title, slug, meta description) CTA and links Distribution plan

Use Cases:

• Any content asset before publication
• After all other reviews have been completed
• Before final handoff to publishing or distribution

Narrative-Consistency-Reviewer

Role: Use this skill to review whether an asset aligns with company narrative, category strategy, voice, and messaging system.

Primary Inputs: Draft Core narrative or messaging system Recent published content for reference Campaign or category context

Use Cases:

• Reviewing content for narrative alignment before publication
• Checking launch copy against company positioning
• Auditing a new content series for strategic consistency

Specialization (13 agents)

Specialization agents handle domain-specific content creation and strategy.

Analyst-Relations-Writer

Role: Use this skill to respond to analyst notes, prepare briefings, and shape analyst relations narratives.

Primary Inputs: Analyst note or inquiry Company POV and talking points Product capabilities and roadmap context Customer proof points (with approval status) Competiti

Use Cases:

• Responding to an analyst note or inquiry
• Preparing a briefing document for an analyst meeting
• Shaping the company's narrative in analyst contexts

Competitive-Intelligence

Role: Use this skill to provide competitive framing, differentiation analysis, and market context at any stage of content production. Designed to be invoked proactively throughout the editorial process, not just as a final gate.

Primary Inputs: Content brief, draft, or task description (required) context/02_narrative/competitive-pov.md — curated competitive research files (primary source; a

Use Cases:

• Starting any content task — check if competitive context is relevant before anything is written
• A brief or draft touches differentiation, category claims, or market positioning
• A draft makes a claim that a competitor also makes (neutralize it or sharpen it)

Content-Repurposer

Role: Use this skill to turn one source asset into channel-specific derivatives without losing accuracy or voice.

Primary Inputs: Source asset (blog, announcement, report) Target channels Audience for each channel CTA for each channel Length constraints

Use Cases:

• Turning a blog post into social, email, and sales content
• Creating a newsletter module from a longer asset
• Extracting pull quotes and key ideas from a source

Customer-Story-Producer

Role: Use this skill to evaluate case study potential, shape customer narratives, and prepare interview guides.

Primary Inputs: Customer name or description Known use case or deployment context Technical details Results or outcomes (if known) Approval status Sales or customer t

Use Cases:

• Evaluating whether a customer situation has case study potential
• Shaping the narrative approach for a customer story
• Preparing interview questions for a customer conversation

Dev-Ad-Writer

Role: Use this skill to write developer-facing ad copy for technical products, especially CLI, IDE, agent, API, observability, infrastructure, and AI developer tools.

Primary Inputs: Product or feature being marketed Target developer audience Workflow or use case Product UI, docs, or source truth Channel and character limits Desire

Use Cases:

• Writing paid social ads for developers
• Writing Meta, Reddit, LinkedIn, or X ad copy
• Creating static ad headlines

Executive-Comms-Writer

Role: Use this skill to draft founder and executive communications that are technical, credible, and voice-sensitive.

Primary Inputs: Executive name and voice notes Source material (research, launch details, personal experience) Target channel and audience Desired tone and length Cla

Use Cases:

• Drafting a founder LinkedIn post or thread
• Writing an executive byline or op-ed
• Preparing executive talking points for an event or interview

Launch-Comms-Writer

Role: Use this skill to write product, feature, integration, and partner launch copy across all required formats.

Primary Inputs: Launch brief Product details and technical notes Primary message and secondary messages Target audience Channels and formats needed Executive quote re

Use Cases:

• Writing a product or feature launch announcement
• Drafting launch blog intro and body copy
• Writing email and social launch variants

Lifecycle-Email-Writer

Role: Use this skill to write onboarding, nurture, product education, launch, and activation emails.

Primary Inputs: Email type and goal Target audience and lifecycle stage Source content or product details CTA Tone guidance Known constraints

Use Cases:

• Writing onboarding email sequences
• Drafting nurture or educational emails
• Writing product launch emails

Pmm-Lead

Role: Use this skill to define or review product positioning, messaging hierarchy, category narrative, and feature-to-benefit translation before or during content production.

Primary Inputs: Content brief or draft (required) core/CONTEXT.md — Arize AI product knowledge (required) core/BRAND_VOICE.md and core/CONTENT_STRATEGY.md (requ

Use Cases:

• Developing or reviewing a content brief for launches, thought leadership, analyst responses, or case studies
• Reviewing a draft to determine if it reflects correct positioning and messaging hierarchy
• Defining the category narrative before a new content push or campaign

Seo-Strategist

Role: Use this skill to improve discoverability without weakening content quality or developer credibility.

Primary Inputs: Draft or brief Target audience Intended channel Any known keywords or search terms Competitor content to consider

Use Cases:

• Optimizing a blog post for search
• Recommending title options for SEO and click-through
• Writing meta descriptions

Social-Editor

Role: Use this skill to create LinkedIn, X, founder, executive, and company social copy from source assets.

Primary Inputs: Source asset (blog, announcement, research) Target channels Founder or executive voice notes Company account tone CTA or link

Use Cases:

• Turning a blog post into social variants
• Writing founder or executive LinkedIn posts
• Creating X threads or standalone posts

Technical-Fact-Checker

Role: Use this skill to review technical, product, architecture, benchmark, and implementation claims for accuracy before publication.

Primary Inputs: Draft with technical claims highlighted Product documentation or technical notes Source material (papers, docs, code) Known constraints or caveats

Use Cases:

• Reviewing technical claims in a blog post or launch copy
• Checking product behavior descriptions against known capabilities
• Verifying code accuracy and idiom

Workflow-Extractor

Role: Use this skill to turn product features, screenshots, docs, or rough notes into concrete developer workflows that can power ads, landing pages, demos, docs, and launch content.

Primary Inputs: Product screenshots or UI notes Product docs or source truth Audience Desired campaign or content format Any known commands, APIs, or UI actions Desir

Use Cases:

• The user has feature notes but needs campaign concepts
• The user has screenshots but the story is unclear
• The user needs ad workflows or demo scripts

Common Agent Chains

Blog Post Workflow

1. Editorial Director — Define strategy and angle
2. AI Researcher — Research topic and gather sources
3. Dev Copywriter — Draft content
4. Dev Reviewer — Review for technical accuracy
5. Copy Chief — Final editing
6. Final Publish Reviewer — Pre-publication check

Product Launch Workflow

1. Editorial Director — Define launch narrative
2. Launch Comms Writer — Draft launch announcement
3. Claims Risk Reviewer — Validate product claims
4. Copy Chief — Polish messaging
5. Final Publish Reviewer — Approval

Content Repurposing Workflow

1. Editorial Director — Define channel and angle
2. Content Repurposer — Adapt content
3. Copy Chief — Refine for channel
4. Final Publish Reviewer — Check quality

Using the Agent Index

To route a task:

1. Identify the type of work: Strategy, research, writing, review, or operations
2. Check the category: Find agents suited to that work type
3. Review primary inputs: Ensure you have what the agent needs
4. Follow the chain: Use recommended skill sequences from the workflow section
5. Pass outputs forward: Each agent's output becomes the next agent's input

Adding New Agents

When adding new agents to ForgeOS:

1. Create a skill directory in skills/{category}/{agent-name}/
2. Create SKILL.md with frontmatter and role documentation
3. Add to skills/index.json
4. Run the index generation script to update this file and registry.yaml
5. Update this INDEX.md with the new agent description

References

• Skills Directory
• Registry YAML
• Skill Format