Suede Social

Suede Organic Social

Suede Social turns verified product context and live platform evidence into

organic posts, threads, carousels, short-form scripts, listening briefs, and

content calendars. It distinguishes creation from account action and keeps every

publish or engagement step behind exact-content approval.

Before Creating Content

Check for product marketing context first:

If .agents/product-marketing.md exists (or .claude/product-marketing.md, or the legacy product-marketing-context.md filename, in older setups), read it before asking questions. Use that context and only ask for information not already covered or specific to this task.

Gather this context (ask if not provided):

1. Goals

• What's the primary objective? (Brand awareness, leads, traffic, community)
• What action do you want people to take?
• Are you building personal brand, company brand, or both?

2. Audience

• Who are you trying to reach?
• What platforms are they most active on?
• What content do they engage with?

3. Brand Voice

• What's your tone? (Professional, casual, witty, authoritative)
• Any topics to avoid?
• Any specific terminology or style guidelines?

4. Resources

• How much time can you dedicate to social?
• Do you have existing content to repurpose?
• Can you create video content?

Platform Quick Reference

Treat these as format hypotheses, not universal reach or frequency rules.

Before setting cadence, read current official platform guidance plus the

account's last 30–90 days of impressions, retention, saves, replies, follows,

and production capacity. Start with the lowest cadence that can sustain quality,

then change one variable at a time.

| Platform | Common Fit Hypothesis | Formats to Test |

|----------|-----------------------|-----------------|

| LinkedIn | B2B, professional expertise | Text posts, documents, stories |

| Twitter/X | Real-time expertise and community | Short posts, threads, replies |

| Instagram | Visual brands and creator narratives | Reels, carousels, Stories |

| TikTok | Native short-form storytelling | Vertical video, series, replies |

| Facebook | Communities and local audiences | Groups, posts, native video |

For detailed platform strategies: See references/platforms.md

For hashtag limits and character counts: See references/platform-limits.md

Content Pillars Framework

Start with 3–5 pillars only when that range fits the account's expertise,

audience coverage, and production capacity. Merge or expand after the first

review cycle based on current results.

Example for a SaaS Founder

| Pillar | Starting Share Hypothesis | Topics |

|--------|---------------------------|--------|

| Industry insights | 20–30% | Trends, data, predictions |

| Behind-the-scenes | 20–30% | Building the company, lessons learned |

| Educational | 20–30% | How-tos, frameworks, tips |

| Personal | 10–20% | Stories, values, informed opinions |

| Promotional | 0–10% | Product updates, offers |

These ranges are a first content-mix test, not a universal formula. Reallocate

from qualified audience response and business outcomes.

Pillar Development Questions

For each pillar, ask:

• What unique perspective do you have?
• What questions does your audience ask?
• What content has performed well before?
• What can you create consistently?
• What aligns with business goals?

Hook Formulas

The first line determines whether anyone reads the rest.

Curiosity Hooks

• "I was wrong about [common belief]."
• "The real reason [outcome] happens isn't what you think."
• "[Impressive result] — and it only took [surprisingly short time]."

Story Hooks

• "Last week, [unexpected thing] happened."
• "I almost [big mistake/failure]."
• "3 years ago, I [past state]. Today, [current state]."

Value Hooks

• "How to [desirable outcome] (without [common pain]):"
• "[Number] [things] that [outcome]:"
• "Stop [common mistake]. Do this instead:"

Contrarian Hooks

• "Unpopular opinion: [bold statement]"
• "[Common advice] is wrong. Here's why:"
• "I stopped [common practice] and [positive result]."

For post templates and more hooks: See references/post-templates.md

For carousels (Instagram carousels, LinkedIn document posts): See references/carousel-frameworks.md — five slide-by-slide narrative architectures (Value-Stack, Problem-Proof, Hack List, Rant Callout, Demo Walkthrough) with framework selection guidance, per-slide copy slots, platform notes, and a production checklist. Pick the framework before writing slides.

Content Repurposing System

Test whether one approved source can yield several useful, distinct assets

without stretching the evidence or repeating the same point.

Blog Post → Social Content

| Platform | Format |

|----------|--------|

| LinkedIn | Key insight with link placement tested against current guidance and account results |

| LinkedIn | Carousel of main points |

| Twitter/X | Thread of key takeaways |

| Instagram | Carousel with visuals |

| Instagram | Reel summarizing the post |

Podcast / Video → Social Content

Extract "content atoms" — self-contained moments from any long-form content that work on their own:

| Atom Type | What to Look For | Candidate Formats to Test |

|-----------|-----------------|---------------------------|

| Quotable moment | A bold claim, hot take, or memorable line (15-60 sec) | Twitter/X, LinkedIn, TikTok |

| Story arc | A complete mini-story with setup, conflict, resolution (60-90 sec) | Instagram Reels, TikTok, YouTube Shorts |

| Tactical tip | A specific how-to or framework explained clearly (30-60 sec) | LinkedIn, YouTube Shorts |

| Controversial take | A contrarian opinion that sparks debate | Twitter/X, LinkedIn |

| Data/stat callout | A surprising number or research finding | LinkedIn carousel, Twitter/X |

| Behind-the-scenes | Authentic, unpolished moments | Instagram Stories, TikTok |

Podcast repurposing workflow:

• Get transcript — use Whisper, Descript, or your podcast host's transcription
• Mark timestamps — flag the 5-10 best moments while listening or scanning transcript
• Extract clips — pull video/audio clips for each moment (Descript, Opus Clip, or manual)
• Write standalone captions — each clip needs context; don't assume the viewer heard the rest
• Add subtitles — make the clip accessible without assuming a universal

sound-off rate

• Plan a distribution test — choose timing from current cadence, source

volume, approval capacity, and account evidence

**Starting extraction hypothesis, only when the source supports enough distinct

moments and the team can review them:**

• 3-5 short video clips or audiograms (15-60 sec) for Reels/TikTok/Shorts
• 1-2 LinkedIn text posts from key insights
• 1 Twitter/X thread of takeaways
• 1 carousel summarizing the main framework or list
• 1 newsletter section or blog post from the best segment

Webinar / Live Event → Social Content

| Extract | Format |

|---------|--------|

| Key slides with commentary | LinkedIn carousel |

| Q&A highlights | Twitter/X thread |

| Speaker quotes | Quote graphics for Instagram/LinkedIn |

| Audience reactions/poll results | Engagement posts |

| Full recording → short clips | Reels, TikTok, Shorts |

Newsletter → Social Content

| Extract | Format |

|---------|--------|

| Main insight | LinkedIn post |

| Curated links with commentary | Twitter/X thread |

| Data or stat | Quote graphic |

| Hot take or opinion | Twitter/X post, LinkedIn |

Repurposing Workflow

• Create pillar content (blog, video, podcast, webinar, newsletter)
• Extract content atoms (5-10 per piece — quotes, stories, tips, data)
• Adapt to each platform (format, length, and tone)
• Write standalone captions (each post must work without context)
• Plan distribution from current cadence and approval capacity
• Test updates or reshares only when current relevance and account evidence

support them

X: Third-Party Video + Owned Article

When promoting an owned X Article with a relevant third-party video:

• Use only the video as native media, and only with a lawful basis to reuse it.

Preserve source attribution.

• Do not quote, repost, or inherit the third party's whole post, caption,

replies, or engagement context.

• Create a fresh post from the approved account with the exact approved copy,

then place the owned Article status URL at the end so X renders the owned

Article as the quoted card.

• Before publishing, verify the identity, native video, owned Article card,

exact text, audience, and reply settings.

• After publishing, verify the live post still contains both the native video

and owned Article card, then capture the permalink.

If X's Quote composer accepts the video but leaves publishing disabled, use the

fresh-post construction above or report the blocker. Never substitute a quote

of the third party's post.

Content Calendar Structure

Illustrative Planning Grid

Use this only as a worksheet shape. Fill cells from the approved platform

hypotheses and production capacity; blank cells are valid.

| Slot | LinkedIn | Twitter/X | Instagram |

|-----|----------|-----------|-----------|

| 1 | Industry insight | Thread | Carousel |

| 2 | Behind-scenes | Reply draft | Story test |

| 3 | Educational | Short post | Reel test |

Batching Pilot

Set the timebox and output count from current capacity. A possible first pilot:

• Review content pillar topics.
• Draft one or two variants for each selected platform.
• Prepare only the approved asset concepts.
• Return the batch for exact-content review before scheduling or publishing.

Engagement Strategy

Participation test (15–30 minute starting estimate)

• Triage relevant comments on owned posts.
• Draft 2–5 substantive replies to approved target-account posts.
• Draft at most one share or quote post when it adds sourced context.
• Draft a direct message only when the relationship and platform norms support

it; never send without exact-content and identity approval.

Run this on 3–5 active days for two weeks only as a starting hypothesis. Compare

qualified replies, profile visits, follows, and time cost with the prior period.

For surfacing *which* posts may merit a comment draft (bounded ranked lists,

brand/competitor monitoring, intent-signal triage), see

references/listening.md.

Quality Comments

• Add new insight, not just "Great post!"
• Share a related experience
• Ask a thoughtful follow-up question
• Respectfully disagree with nuance

Building Relationships

• Build a bounded account set with explicit audience-fit reasons
• Participate only when the post is relevant and the visible identity is

approved

• Share their content with credit
• Eventually collaborate (podcasts, co-created content)

Analytics & Optimization

Metrics That Matter

Awareness: Impressions, Reach, Follower growth rate

Engagement: Engagement rate, comments, shares/reposts, saves; weight them

according to the campaign objective rather than a universal hierarchy

Conversion: Link clicks, Profile visits, DMs received, Leads attributed

Review Interval

• Choose an interval that contains enough comparable posts; weekly is only a

starting estimate for active accounts.

• Compare a higher- and lower-performing cohort and test why they differed.
• Follower growth trend
• Engagement rate trend
• Timing patterns from current account data, with sample size and timezone

Optimization Actions

If engagement is low:

• Test new hooks
• Post at different times
• Try different formats
• Test a bounded participation routine

If reach is declining:

• Compare link and no-link posts at similar account conditions
• Test one cadence change within production capacity
• Compare comments, text, document, image, and video formats against the account

baseline

Content Ideas by Situation

When You're Starting Out

• Document your journey
• Share what you're learning
• Curate and comment on industry content
• Test a capacity-bounded participation routine with relevant accounts

When You're Stuck

• Repurpose old high-performing content
• Ask your audience what they want
• Comment on industry news
• Share a failure or lesson learned

Scheduling Best Practices

When to Schedule vs. Post Live

Schedule: Core content posts, Threads, Carousels, Evergreen content

Post live: Real-time commentary, Responses to news/trends, Engagement with others

Queue Management

• Set queue depth from current news sensitivity, approval capacity, and account

cadence

• Review the queue before publication and whenever material context changes
• Leave gaps for spontaneous posts
• Adjust timing based on performance data

Evidence-Based Content Pattern Analysis

Instead of guessing, analyze a lawful, recent sample from comparable accounts:

• Define comparables — Similar audience, offer, account maturity, and

platform; record why each account belongs in the sample.

• Collect a bounded sample — Use only data the current platform and account

access lawfully expose. Set the count from available volume and stop when

another batch no longer changes the leading patterns.

• Analyze patterns — Compare hooks, formats, CTAs, reach, retention, saves,

and replies only where the platform exposes those measures.

• Codify playbook — Document repeatable patterns
• Layer your voice — Apply patterns with authenticity
• Convert — Bridge attention to business results

For the complete framework: See references/reverse-engineering.md

Short-Form Video (TikTok, Reels, Shorts)

Short-form video may be a useful discovery format when current platform

guidance and account-level results support it. Verify that premise for the

specific account before prioritizing it; the frameworks below organize a test,

not a guaranteed reach outcome.

Platform test specs

Verify current official upload requirements and the authenticated composer

before production. If account evidence is unavailable, use these as first-test

ranges, not optimal lengths:

| Platform | Starting Length Test | Starting Canvas | Evidence to Read |

|----------|----------------------|-----------------|------------------|

| TikTok | 15–60 seconds | 9:16 | Retention, completion, qualified actions |

| Reels | 15–45 seconds | 9:16 | Retention, saves, shares, qualified actions |

| Shorts | 20–60 seconds | 9:16 | Retention, rewatches, search and channel actions |

Opening-hook hypothesis

Test whether the first 1–3 seconds establish enough visual, verbal, or text

context to retain the intended viewer. Use one or more hook modes as the concept

requires; do not require all three without account evidence:

[VISUAL HOOK] + [VERBAL HOOK] + [TEXT OVERLAY]

Compare opening variants against the account's comparable-format retention

baseline before standardizing the pattern.

Video Structures

Problem-Solution (15-30 sec):

[0-3s]  Hook: State the problem
[3-10s] Agitate: Why it matters
[10-25s] Solution: Your method/product/tip
[25-30s] CTA: What to do next

List Format (30-60 sec):

[0-3s]  Hook: "X things that [outcome]"
[3-50s] Items: One every 5-8 seconds
[50-60s] CTA

Tutorial (30-60 sec):

[0-3s]  Hook: Show the end result first
[3-8s]  Overview: "Here's how..."
[8-50s] Steps: Quick, clear instructions
[50-60s] Result + CTA

Caption & Subtitle Best Practices

Use captions as an accessibility and comprehension default. Treat any watch-time

lift or sound-off viewing rate as account-specific: verify it with current

retention and audio metrics where the platform exposes them.

• MAX 2 lines on screen at once
• 3-5 words per line
• Bold, sans-serif font with black outline
• Highlight key words in a different color
• Match timing to speech exactly

Tools: CapCut (free), Descript, Captions.ai, Premiere Pro

Content Ideas by Type

| Business Type | Video Ideas |

|---------------|-------------|

| SaaS | Feature demos (show outcome first), before/after, "Watch me do X in Y seconds" |

| E-commerce | Unboxing, comparisons, how it's made, customer reviews |

| Services | Process reveals, client transformations, myth-busting |

| Personal brand | Lessons learned, controversial takes, day-in-the-life |

Common Mistakes

• Unclear opening — test whether the premise is understood in the first

1–3 seconds

• No accessible captions — provide captions independent of sound-off-rate

assumptions

• Unusable audio — verify speech intelligibility on target devices
• Unsupported length — compare length bands against retention and the idea
• Missing next step — include a CTA only when the objective needs one
• Unreviewed comments — choose response priority from relevance and account

evidence, not a universal first-hour rule

For video hook formulas and scripting templates: See references/short-form-video.md

Task-Specific Questions

• What platform(s) are you focusing on?
• What's your current posting frequency?
• Do you have existing content to repurpose?
• What content has performed well in the past?
• How much time can you dedicate weekly?
• Are you building personal brand, company brand, or both?

Boundaries

• Do not publish, schedule, reply, follow, message, like, repost, or otherwise

act as an account without explicit approval of the exact content and visible

identity.

• Do not invent performance, trends, quotes, audience sentiment, or account

access; distinguish observed platform evidence from hypotheses.

• Do not impersonate people, scrape private spaces, evade platform rules, or

turn sensitive personal data into engagement material.

Routing

• Use suede-content-strategy for the broader editorial system.
• Use suede-video for full video generation and production.
• Use suede-ad-creative for paid social concepts and variants.
• Use suede-analytics for channel measurement and performance readback.