analyze_content
Analyze Content
Analyze content using all 4 COS frameworks in parallel.
Returns comprehensive analysis with:
- Overall scores (0-10) for each framework
- Dimension breakdowns with weights
- Specific recommendations for improvement
- Cross-framework insights
输入参数content必填platformtarget_audience
analyze_framework
Analyze Framework
Analyze content using a single specific framework.
Faster than full analysis when you only need one perspective.
Frameworks:
- hape: Engagement Analysis (novelty, relevance, emotional valence)
- big_five: Personality Analysis using OCEAN model (openness, conscientiousness, extraversion, agreeableness, neuroticism)
- strategic_clarity: Business message clarity (value prop, differentiation, CTA)
- framing_strategy: Cognitive frames and power positioning
输入参数content必填platformframework必填temperaturetarget_audience
get_templates
Get Templates
List available analysis templates.
Templates are pre-configured analysis scenarios for common use cases:
- Email outreach optimization
- LinkedIn post analysis
- Sales pitch review
- Content marketing assessment
输入参数searchcategory
execute_template
Execute Template
Execute a specific template with provided variables.
Templates guide the analysis with pre-defined prompts and variable placeholders.
First use get_templates to find available templates and their required variables.
输入参数platformvariables必填template_id必填
Have a conversation with the COS analysis agent.
The agent can help you:
- Analyze content interactively
- Get recommendations for improvement
- Understand framework scores
- Configure analysis settings
输入参数message必填conversation_id
get_template_details
Get Template Details
Get detailed information about a specific template.
Returns the template's:
- Name and description
- Required and optional variables with types
- Categories and tags
- Scoring dimensions and weights
输入参数template_id必填
analyze_persuasion
Analyze Persuasion
Analyze content using domain-specific persuasion frameworks.
Each domain has specialized scoring dimensions:
- business: B2B/B2C messaging, ROI framing, objection handling
- politics: Political messaging, polarization awareness, coalition building
- health: Medical accuracy, safety messaging, behavior change (CRITICAL domain)
- masculinity: Identity messaging, status signaling, tribe alignment
- comedy: Humor mechanics, timing, callback patterns
输入参数domaincontent必填platformtemperaturetarget_audience
analyze_platform
Analyze Platform
Analyze content for platform-specific optimization.
Evaluates content against platform constraints and algorithm preferences:
- Character limits and formatting rules
- Algorithm optimization signals
- Engagement pattern recommendations
- Platform-specific best practices
Supported platforms: twitter, linkedin, email, youtube, tiktok, instagram,
facebook, medium, substack, podcast, newsletter, slack, discord
输入参数content必填platformtarget_audience
analyze_quality
Analyze Quality
Analyze content quality across 5 dimensions.
Quality dimensions evaluated:
- Clarity: Is the message easy to understand?
- Coherence: Does the content flow logically?
- Correctness: Grammar, spelling, factual accuracy
- Completeness: Are all necessary elements present?
- Conciseness: Is the content appropriately tight?
输入参数content必填platformtarget_audience
analyze_full_comms
Analyze Full Comms
Run all 7 COS frameworks in parallel for comprehensive analysis.
This is the most thorough analysis option, running:
- Core 4: HAPE, Big Five, Strategic Clarity, Sovereign Mind
- Extended 3: Persuasion (domain-specific), Platform, Quality
Use this when you need complete analysis across all dimensions.
Takes longer but provides the most comprehensive view.
输入参数domaincontent必填platformtarget_audience
profile_agent
Profile Agent
Profile an agent's personality from their writing samples.
Analyzes 1-10 writing samples (3-5 recommended) to infer the author's
Big Five (OCEAN) personality traits, communication style, strengths,
blind spots, and persuasion profile.
This is the inverse of content analysis — instead of "is this content effective?",
it answers "who is this writer based on how they communicate?"
输入参数samples必填agent_name
audience_profile
Audience Profile
Infer OCEAN personality profile from an audience description.
Maps a free-text target audience description into a structured psychological
profile suitable for personalized outreach (cold email, ads, sales messaging).
Returns:
- OCEAN scores (openness, conscientiousness, extraversion, agreeableness, neuroticism)
- ocean_confidence (0.0-1.0) — low when signals are weak
- elm_route ("central" | "peripheral" | "mixed") — how the audience processes persuasion
- dominant_traits + trait_rationale
- dominant_moral_foundations (Moral Foundations Theory)
- vulnerability_flags — audiences requiring careful ethics review
- recommended_persuasion_principle (Cialdini) + persuasion_rationale
Common use: feed a CRM Person/Account description (title, industry, recent
signals) to get a psychology-grounded targeting profile for that prospect.
输入参数domaincampaign_objectiveaudience_description必填
optimize_email_for_prospect
Optimize Email For Prospect
Generate or refine a personalized cold email for a CRM prospect.
Composite tool: combines audience profiling (OCEAN + Cialdini),
optional agent profiling from writing samples, draft generation
(if no draft is supplied), and persuasion + platform scoring in
a single call. Designed for CRM integrations like Clarify, HubSpot,
Salesforce — pass a Person/Account context, get back a draft + scoring.
Returns:
- audience_profile: OCEAN scores, ELM route, Cialdini principle
- agent_profile: prospect's writing style (if samples provided)
- draft: generated or echoed email body
- draft_was_generated: bool — whether COS generated the draft
- persuasion + platform: full scoring breakdowns
- rewrites: prioritized rewrite suggestions
- one_thing: the single most important next step
- cialdini_principle: recommended influence principle
输入参数namedrafttitledomainintentcompanyindustryrecent_signalssender_contextinclude_scoringwriting_samplesaudience_description必填