Did the idea find relevant new people?
Evidence → editorial system → native distribution
KOL Content
Engine
A working newsroom for deciding what to say, turning one useful idea into platform-native atoms, and learning without inventing performance.
4content pillars
8priority ideas
5native atoms
0fabricated metrics
Skill 01
content-strategy
Four audience-led pillars connect the gallery’s product promise to searchable demand, shareable points of view, buyer stages, and a scored editorial backlog.
Hub and spoke
Own one useful question deeply.
The hub gives a complete answer; each spoke resolves a narrower intent and links back to the proof artifact.
How to evaluate
agent Skills
agent Skills
Source & provenance
Ground-up testing
Concept coverage
Safety & limits
Cross-agent portability
Priority topics
Score the work before producing it.
Editorial planning scores, not observed audience data: customer impact 40% + content-market fit 30% + search potential 20% + resource feasibility 10%.
Weekly review
Learn before scaling.
No historical social analytics were available, so this room defines a measurement contract and experiments rather than pretending to report results.
Did it create conversation or durable utility?
Did attention become artifact inspection?
Did hook, value, and CTA hold together?
Contrarian vs value-led
Hold the core lesson and format constant. Compare qualified comments and saves—not raw likes.
Text vs carousel
Use the same proof. Compare dwell, saves, and demo visits with source-tagged links in comments.
Repeat only after 5 posts
One result is a clue. Keep a pattern only when it repeats and still fits the audience promise.
Reverse-engineering boundaryMap patterns from 10–20 credible creators and 500+ posts before codifying a playbook; borrow structures, never someone else’s voice or claims.
Proof
Coverage ledger
The two publication decisions stay independent even though the strategy feeds the social system.
content-strategy8.8/10
9 of 10 concept families
- Read canonical product-marketing context first
- Balanced searchable and shareable content
- Built four product-, audience-, and search-led pillars
- Mapped a hub and five interlinked spokes
- Covered awareness through implementation stages
- Used customer research and repository evidence for ideation
- Scored impact, fit, search, and resource feasibility
- Specified title, type, keyword, stage, rationale, and product link
- Live keyword-volume and competitor-gap datasets were unavailable
social8.6/10
10 of 11 concept families
- Set goal, audience, voice, resources, and LinkedIn-first platform
- Balanced four content pillars
- Applied curiosity, story, value, and contrarian hooks
- Repurposed one pillar asset into five standalone atoms
- Adapted LinkedIn, X, carousel, and short-video formats
- Built a weekly batching and scheduling system
- Defined a 30-minute relationship routine
- Separated awareness, engagement, conversion, and video metrics
- Added hook, format, and five-post iteration rules
- Scripted visual, verbal, text, subtitle, and CTA hooks
- Live social listening and 500-post creator analysis require platform data
Both Skills are from coreyhaines31/marketingskills, 43,591 stars verified 13 Aug 2026.
social
One flagship field note becomes five standalone atoms, each adapted to the platform instead of pasted everywhere unchanged.
“Stars tell you what drew attention. A field test tells you what changed the work.”
Source material: the gallery’s review rubric, KOL Evidence Studio, and the visible artifact history. CTA: inspect the proof before adopting the method.
A sustainable LinkedIn-first cadence.
Answer every substantive comment while the post is fresh.
Add evidence or a useful counterpoint to 5 target conversations.
Reshare one relevant idea with added context and credit.
Send 2 thoughtful notes to new relationships—no pitch.