Social
coreyhaines31/marketingskills
When the user wants help creating, scheduling, or optimizing social media content for LinkedIn, Twitter/X, Instagram, TikTok, or Facebook, or wants to do social listening and engagement triage.
Threads growth operating system for topic selection, drafting, analysis, prediction, review, and tracker refresh based on the user's own post history.
Install Ak Threads Booster
$ npx skills add akseolabs-seo/AK-Threads-booster --skill ak-threads-booster -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install akseolabs-seo/AK-Threads-booster ak-threads-booster --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
Claude Code skills documentation · loads skills from .claude/skills/
Install the "ak-threads-booster" agent skill from https://github.com/akseolabs-seo/AK-Threads-booster/tree/main into .claude/skills/ak-threads-booster/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ak-threads-booster", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add akseolabs-seo/AK-Threads-booster --skill ak-threads-booster -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install akseolabs-seo/AK-Threads-booster ak-threads-booster --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "ak-threads-booster" agent skill from https://github.com/akseolabs-seo/AK-Threads-booster/tree/main into .agents/skills/ak-threads-booster/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ak-threads-booster", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add akseolabs-seo/AK-Threads-booster --skill ak-threads-booster -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install akseolabs-seo/AK-Threads-booster ak-threads-booster --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "ak-threads-booster" agent skill from https://github.com/akseolabs-seo/AK-Threads-booster/tree/main into .cursor/skills/ak-threads-booster/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ak-threads-booster", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add akseolabs-seo/AK-Threads-booster --skill ak-threads-booster -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install akseolabs-seo/AK-Threads-booster ak-threads-booster --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "ak-threads-booster" agent skill from https://github.com/akseolabs-seo/AK-Threads-booster/tree/main into .gemini/skills/ak-threads-booster/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ak-threads-booster", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install akseolabs-seo/AK-Threads-booster ak-threads-boosterInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add akseolabs-seo/AK-Threads-booster --skill ak-threads-booster -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "ak-threads-booster" agent skill from https://github.com/akseolabs-seo/AK-Threads-booster/tree/main into .github/skills/ak-threads-booster/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ak-threads-booster", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add akseolabs-seo/AK-Threads-booster --skill ak-threads-booster -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install akseolabs-seo/AK-Threads-booster ak-threads-booster --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "ak-threads-booster" agent skill from https://github.com/akseolabs-seo/AK-Threads-booster/tree/main into .opencode/skills/ak-threads-booster/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ak-threads-booster", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
ak-threads-booster- GitHub stars
- 275
- Token cost
- ~2.3k tokens
- SKILL.md length
- 1,117 words
- Files
- 68 (incl. scripts)
- Skills in repo
- 12
- Repo updated
- First seen
- Licence
- MIT
At a glance
Threads growth operating system for topic selection, drafting, analysis, prediction, review, and tracker refresh based on the user's own post history.
- Works in 8 steps: Do not answer from this file alone when… → Open the matched module and follow its… → If the user asks for a combined task,… → …
- Writing & Content work in your project
- SKILL.md covers Intent Routing, Routing Rules, Working Data and Tools Surface, plus 3 more sections
What it does
Ak Threads Booster is an agent skill from akseolabs-seo/AK-Threads-booster. Threads growth operating system for topic selection, drafting, analysis, prediction, review, and tracker refresh based on the user's own post history.
Its SKILL.md is about 2.3k tokens, which your agent loads only when the skill is triggered. The skill folder holds 70 other files, including scripts (for example `AGENTS.md`, `CHANGELOG.md` and `README.en.md`).
It sits in Writing & Content. The repository describes itself as: AK體 · 數據驅動的 Threads 寫文決策系統。用你的歷史貼文、演算法與社媒心理學，協助選題、起草、發文前診斷、表現預估與復盤。Data-driven Threads writing advisor — topic selection, drafting, diagnosis, prediction & review based on your… The licence is MIT.
When your agent uses it
- Writing & Content work in your project
Example prompts
- “Use the ak-threads-booster skill to thread growth operating system for topic selection, drafting, analysis, prediction, review, and tracker refresh…”
- “/ak-threads-booster”
Requirements
- Pre-approved tools (allowed-tools): Read, Glob, Grep
Workflow steps
8 steps, taken from the first numbered list in SKILL.md.
- Do not answer from this file alone when a module exists for the request.
- Open the matched module and follow its workflow.
- If the user asks for a combined task, use the smallest valid sequence
- Keep outputs grounded in the user's own tracker whenever available.
- If threads_daily_tracker.json is missing, do not pretend the work is data-backed. Ask for fallback history or use the setup path.
- Analyze vs Draft routing discipline. If the user pastes their own text — no matter whether they say "analyze", "check", "optimize"…
- Brand voice scope. brand_voice.md is a composition driver only in /draft. Every other module treats it as observation-only — for flagging…
- Proactive update offer. On first setup, installation help, or any repo/skill maintenance conversation, proactively tell the user AK體 can…
What it can do on your machine
Read from SKILL.md and the folder at commit cc08954. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves these tools, so the agent can use them without asking each time:
ReadGlobGrep
From allowed-tools in the SKILL.md frontmatter.
Runs code
Ships 1 file in scripts/, which the agent can run.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Ak Threads Booster loads about 2.3k tokens when it runs. Until then it costs about 42 tokens; SKILL.md has 1,117 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.
SKILL.md
The full file from akseolabs-seo/AK-Threads-booster at commit cc08954, republished under its MIT licence (© akseolabs-seo). 1,117 words, ~2,267 tokens.
Download SKILL.mdSave it as
.claude/skills/ak-threads-booster/SKILL.md (or your agent's skills folder). This skill also uses 67 other files; get the full folder from GitHub.- name
- ak-threads-booster
- description
- Threads growth operating system for topic selection, drafting, analysis, prediction, review, and tracker refresh based on the user's own post history.
- allowed-tools
- Read, Glob, Grep
- version
- 2.0.0
AK體-基於Threads演算法的優化skill
ak-threads-booster remains the internal skill id for routing and installation.
Use this as the single entry point for the AK Threads workflow.
This skill is for creators who want to pick stronger topics, write posts with clearer upside, and improve over time using their own Threads history.
It is not a viral-post guarantee engine. It is a decision system:
- find topic angles with real demand
- avoid obvious repetition and red lines
- draft from the user's own voice and history
- review outcomes and feed the learning back into the tracker
Intent Routing
Classify the user's request first, then open and follow one primary module unless the task clearly needs a short sequence.
Each sub-skill is located via Glob **/skills/<name>/SKILL.md so resolution works regardless of where the plugin is installed. Do not assume an absolute path or environment variable.
- Setup / import / initialize / backfill history -> Glob
**/skills/setup/SKILL.md - Refresh tracker / update metrics / scrape own profile -> Glob
**/skills/refresh/SKILL.md - Analyze a finished post / inspect / AK-review / optimize / improve / 檢查 / 優化 / 診斷 a post the user has written -> Glob
**/skills/analyze/SKILL.md - Draft / write from a topic / 起草 / 寫文 (user has not written anything yet; generate from a topic) -> Glob
**/skills/draft/SKILL.md - Predict likely 24-hour performance / expectation check -> Glob
**/skills/predict/SKILL.md - Review actual post performance / compare against prediction -> Glob
**/skills/review/SKILL.md - Mine next topics / topic suggestions / 選題 -> Glob
**/skills/topics/SKILL.md - Build brand voice / voice analysis -> Glob
**/skills/voice/SKILL.md - Local visual panel / dashboard / data cockpit / open panel -> Glob
**/skills/panel/SKILL.md - Check skill updates / update AK-Threads-Booster / install weekly auto-update / 更新 skill / 自動更新 -> Glob
**/skills/update/SKILL.md - Optimize the skill itself / compound pass / 優化skill / 自我優化 / 閉環 (turn
threads_skill_learnings.logmisses into rule edits) -> Glob**/skills/optimize/SKILL.md
Routing Rules
- Do not answer from this file alone when a module exists for the request.
- Open the matched module and follow its workflow.
- If the user asks for a combined task, use the smallest valid sequence:
- first-use account workflow -> setup, then voice if needed
- write from historical data -> setup or voice first if data is missing, then draft
- post decision flow -> analyze, then predict if the user asks for a range
- post-publication learning flow -> review
- Keep outputs grounded in the user's own tracker whenever available.
- If
threads_daily_tracker.jsonis missing, do not pretend the work is data-backed. Ask for fallback history or use the setup path. - Analyze vs Draft routing discipline. If the user pastes their own text — no matter whether they say "analyze", "check", "optimize", "improve", "幫我看一下", "幫我優化" — route to
/analyze./analyzegives pointed diagnosis and preserves the user's format; it does not rewrite the post. Route to/draftonly when the user has no existing text and wants something generated from a topic. - Brand voice scope.
brand_voice.mdis a composition driver only in/draft. Every other module treats it as observation-only — for flagging drift, never for rewriting the user's submission toward a voice template. - Proactive update offer. On first setup, installation help, or any repo/skill maintenance conversation, proactively tell the user AK體 can install an opt-in weekly GitHub update checker. Ask whether they want to enable it. Do not install it by default, and do not interrupt normal content tasks like
/draftor/analyzewith this offer unless the user asks about maintenance.
Working Data
Look in the working directory for:
threads_daily_tracker.json- canonical machine-readable trackerstyle_guide.md- produced by/setupconcept_library.md- produced by/setupbrand_voice.md- produced by/voice, referenced by/draftposts_by_date.md- human-readable archiveposts_by_topic.md- human-readable topic indexcomments.md- human-readable flat comment logthreads_freshness.log- audit log for/draftand/topicsfreshness gates, read by/reviewthreads_refresh.log- audit log for/refreshruns, read by/review
Low-token runtime also looks for derived compiled memory in compiled/:
compiled/account_wiki.mdcompiled/account_state.mdcompiled/personal_signal_memory.mdcompiled/next_move_queue.mdcompiled/post_feature_index.jsonlcompiled/cluster_wiki.jsoncompiled/exemplar_bank.mdcompiled/recent_window.mdcompiled/voice_fingerprint.mdcompiled/voice_fingerprint.json
These files are runtime caches only. threads_daily_tracker.json remains the source of truth. If compiled memory is missing, stale, or contradicts the tracker, fall back to the tracker and recommend rebuilding compiled memory.
If legacy Chinese companion filenames already exist, treat them as equivalent companion files instead of forcing a rename.
If only the tracker exists, continue in tracker-only fallback mode when the chosen module allows it. If the tracker is missing, do not pretend the work is data-backed - ask for fallback history or use /setup.
Show full SKILL.md (425 more words)Show less
Tools Surface
This main SKILL.md declares only the read-only tools it actually uses (Read, Glob, Grep). Each sub-skill declares its own allowed-tools in its frontmatter; some require more:
/draftaddsWrite, WebSearch, WebFetch/reviewaddsWrite, Edit/voice,/setup,/refresheach extend the surface as needed/updateuses git through shell commands and may create an opt-in Codex automation when the user explicitly accepts weekly auto-update
When auditing permissions, inspect the union of all sub-skill frontmatters, not just this file.
Persistent-State Policy
Any sub-skill that writes to threads_daily_tracker.json, style_guide.md, concept_library.md, brand_voice.md, or threads_booster_config.json must follow templates/FAILSAFE.md (backup + atomic rename + keep last 5 backups). Append-only logs (threads_freshness.log, threads_refresh.log, threads_skill_learnings.log) follow the append-only rules in the same file.
Compiled memory files under compiled/ are rebuilt views, not hand-edited state. Rebuild them with scripts/build_compiled_memory.py after tracker-changing runs.
Shared Knowledge
Red-line (R) and signal (S) definitions live in knowledge/_shared/red-lines.md — the single source of truth for both /analyze and /draft. Do not inline R-lists in sub-skill SKILL.md files.
Next-post direction lives in knowledge/_shared/next-move-engine.md. Any "next move" recommendation must pass red-line filtering first, name the S signal it is trying to strengthen, and avoid becoming a formula bank or case-study imitation.
Runtime depth, compiled-memory behavior, and output-mode defaults live in knowledge/_shared/runtime-budget.md. In lite and standard, use knowledge/cards/* before full knowledge/*.md files.
If runtime.token_mode is absent or "ask", ask the user to choose 低 token 版 or 高 token 版 before heavy reading. The question must clearly state the tradeoff: low token is faster and cheaper but less detailed; high token is deeper but slower and more expensive.
Compound loop schema — threads_skill_learnings.log — is defined in knowledge/_shared/compound-log-format.md. /review writes misses to it; /optimize reads it, proposes rule changes, and appends supersedes entries when the user approves edits. No other sub-skill touches the log.
Precedence and Conflicts
When guidance conflicts, use this order:
- This main
SKILL.md— routing and global discipline - Sub-skill
skills/<name>/SKILL.md— module-specific workflow knowledge/_shared/*.md— definitions referenced by multiple sub-skills (red-lines, config, discovery, principles, runtime-budget, compound-log-format)knowledge/*.md— deeper knowledge bases (psychology, algorithm, ai-detection, data-confidence, chrome-selectors)templates/*— shape templates (tracker, style-guide, concept-library, FAILSAFE)
Rules earlier in this list win. If a sub-skill rule contradicts the main SKILL.md (e.g. routes /analyze requests to /draft), the main SKILL.md wins and the sub-skill is the drift — fix the sub-skill.
A known cross-sub-skill conflict and its resolution:
brand_voice.mdusage./drafttreats it as a composition driver. Every other sub-skill treats it as observation-only. This is stated here (Routing Rules #7) and re-stated in each sub-skill's Scope section. If those ever disagree, this file wins.
© akseolabs-seo, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 67 other files (scripts) in the repository root of akseolabs-seo/AK-Threads-booster.
- SKILL.md
- .gitignore
- AGENTS.md
- CHANGELOG.md
- LICENSE
- README.en.md
- README.md
- agents/openai.yaml
- evals/README.md
- evals/fixtures/analyze-no-rewrite.md
- evals/fixtures/draft-freshness-failclosed.md
- evals/fixtures/optimize-requires-user-signal.md
- evals/fixtures/red-line-detection.md
- evals/fixtures/review-backup-safety.md
- evals/fixtures/runtime-budget-low-token.md
- evals/fixtures/voice-creation-genome.md
- evals/rubric.md
- evals/runbook.md
- … and 50 more
Open the folder on GitHubat commit cc08954
Compare with similar skills
Ak Threads Booster next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Ak Threads Booster this skillakseolabs-seo/AK-Threads-booster | 275 | — | ~2.3k | Automated safety check: Pass | MIT | |
| Socialcoreyhaines31/marketingskills | 54k | 4 repos | ~4.5k | Automated safety check: Pass | MIT | |
| HumanizerAzure-Samples/interview-coach-agent-framework | 173 | 38 repos | ~5.8k | Automated safety check: Pass | MIT | |
| Avoid AI Writingconorbronsdon/avoid-ai-writing | 4.9k | 3 repos | ~8.1k | Automated safety check: Pass | MIT | |
| JavaScript Concept Fact Checkerleonardomso/33-js-concepts | 67k | 1 repos | ~5k | Automated safety check: Pass | MIT | |
| User-Facing Text Cleanupguillaumemeyer/watermarks-remover | 24k | — | ~3.5k | Automated safety check: Pass | MIT |
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Audit and rewrite content to remove AI writing patterns ("AI-isms").
JavaScript Concept Fact Checker
leonardomso/33-js-concepts
Verifies the technical accuracy of JavaScript concept pages by checking code examples, MDN and ECMAScript claims and external links through a five-phase method.
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Audits prose for invisible Unicode characters and rewrites it while keeping facts, citations, code and required disclosures unchanged and the writer's voice intact.
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Deep analysis of user's historical posts and comment replies to build a comprehensive Brand Voice profile.
Optimize
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Self-contained compound loop: read threadsskilllearnings.log, cluster the misses, propose concrete sub-skill rule edits, and apply them with the user's approval.
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Launch or prepare the optional local visual panel for AK-Threads-Booster.
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Check AK-Threads-Booster for upstream GitHub updates, safely fast-forward the local skill repo, or install an opt-in weekly Codex automation that keeps the skill on the latest version.
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Select a topic and generate a draft based on the user's Brand Voice.
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Categories
Questions about Ak Threads Booster
What does Ak Threads Booster do?
Threads growth operating system for topic selection, drafting, analysis, prediction, review, and tracker refresh based on the user's own post history. Ak Threads Booster is an agent skill from akseolabs-seo/AK-Threads-booster. Threads growth operating system for topic selection, drafting, analysis, prediction, review, and tracker refresh based on the user's own post history.
When should I use Ak Threads Booster?
Ak Threads Booster fits situations like: writing & Content work in your project.
How do I install Ak Threads Booster in Claude Code?
Run `npx skills add akseolabs-seo/AK-Threads-booster --skill ak-threads-booster -a claude-code`. Or copy the skill folder (the akseolabs-seo/AK-Threads-booster repository) into .claude/skills/ak-threads-booster in your project. Claude Code loads it when a task matches its description.
How do I install Ak Threads Booster in Codex?
Run `npx skills add akseolabs-seo/AK-Threads-booster --skill ak-threads-booster -a codex`. Or copy the skill folder (the akseolabs-seo/AK-Threads-booster repository) into .agents/skills/ak-threads-booster in your project. Codex loads it when a task matches its description.
Can I use Ak Threads Booster in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add akseolabs-seo/AK-Threads-booster --skill ak-threads-booster -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ak-threads-booster, .gemini/skills/ak-threads-booster, .github/skills/ak-threads-booster and .opencode/skills/ak-threads-booster in your project.
What does Ak Threads Booster need to run?
SKILL.md names no scripts, command-line tools or credentials: Ak Threads Booster is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Glob, Grep.
Does Ak Threads Booster access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Ak Threads Booster safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
What licence does Ak Threads Booster use?
Ak Threads Booster is published under the MIT licence (from the LICENSE file in the skill folder). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Ak Threads Booster use?
About 2.3k tokens (SKILL.md is roughly 9.1k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Ak Threads Booster?
Skills that share tags, products or a category with Ak Threads Booster: Social (coreyhaines31/marketingskills, 54k stars), Humanizer (Azure-Samples/interview-coach-agent-framework, 173 stars), Avoid AI Writing (conorbronsdon/avoid-ai-writing, 4.9k stars) and JavaScript Concept Fact Checker (leonardomso/33-js-concepts, 67k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Ak Threads Booster?
akseolabs-seo (a GitHub user) maintains it in akseolabs-seo/AK-Threads-booster, which has 275 GitHub stars. The repository holds 12 skills in this directory. The repository was last updated on July 3, 2026.
Source: akseolabs-seo/AK-Threads-booster on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.