Ai-toolkit darkseoking-post-optimizer

Use when writing, reviewing, or deciding what to post on Threads. Also triggers when planning post-viral strategy or checking posting timing. Runs pre-publish checks based on Meta algorithm patents.

install

source · Clone the upstream repo

git clone https://github.com/cablate/ai-toolkit

Claude Code · Install into ~/.claude/skills/

T=$(mktemp -d) && git clone --depth=1 https://github.com/cablate/ai-toolkit "$T" && mkdir -p ~/.claude/skills && cp -r "$T/domain-skills/darkseoking/darkseoking-post-optimizer" ~/.claude/skills/cablate-ai-toolkit-darkseoking-post-optimizer && rm -rf "$T"

manifest: domain-skills/darkseoking/darkseoking-post-optimizer/SKILL.md

source content

Threads Post Optimizer

Systematic pre-publish checks for Threads posts, based on algorithm patent knowledge from

darkseoking-mindset

How to Use

Receive draft → load optimization-checklist.md and run all checks
Rate each item PASS / WARN / FAIL with specific reasoning
If issues found → give concrete revision suggestions, re-check after edits
All PASS → ready to publish

Scenes

Scenario	Action
Have a draft to review	Run full checklist
Just went viral, planning next move	Run checklist #7 (Post-Viral Strategy)
Unsure if now is the right time to post	Run checklist #6 (Timing)
Don't know what to write	Run checklist #8 (Topic Suggestion)

References

optimization-checklist.md — 8 checks, each backed by patents

Viral post examples →

darkseoking-mindset/references/darkseoking-all-posts.csv

Deep algorithm knowledge →
```
darkseoking-mindset
```
skill