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.
Analyze and optimize X (Twitter) posts for viral potential and reach using heuristics inspired by X's published open-source recommendation architecture.
$ npx skills add manojbajaj95/claude-gtm-plugin --skill x-impact-checker -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install manojbajaj95/claude-gtm-plugin x-impact-checker --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/manojbajaj95/claude-gtm-plugin.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/x-impact-checker .claude/skills/x-impact-checker && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "x-impact-checker" agent skill from https://github.com/manojbajaj95/claude-gtm-plugin/tree/main/skills/x-impact-checker into .claude/skills/x-impact-checker/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "x-impact-checker", 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.
$skill-installer install https://github.com/manojbajaj95/claude-gtm-plugin/tree/main/skills/x-impact-checkerType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add manojbajaj95/claude-gtm-plugin --skill x-impact-checker -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install manojbajaj95/claude-gtm-plugin x-impact-checker --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/manojbajaj95/claude-gtm-plugin.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/x-impact-checker .agents/skills/x-impact-checker && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "x-impact-checker" agent skill from https://github.com/manojbajaj95/claude-gtm-plugin/tree/main/skills/x-impact-checker into .agents/skills/x-impact-checker/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "x-impact-checker", 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 manojbajaj95/claude-gtm-plugin --skill x-impact-checker -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install manojbajaj95/claude-gtm-plugin x-impact-checker --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/manojbajaj95/claude-gtm-plugin.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/x-impact-checker .cursor/skills/x-impact-checker && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "x-impact-checker" agent skill from https://github.com/manojbajaj95/claude-gtm-plugin/tree/main/skills/x-impact-checker into .cursor/skills/x-impact-checker/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "x-impact-checker", 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.
$ gemini skills install https://github.com/manojbajaj95/claude-gtm-plugin.git --path skills/x-impact-checker--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add manojbajaj95/claude-gtm-plugin --skill x-impact-checker -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install manojbajaj95/claude-gtm-plugin x-impact-checker --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/manojbajaj95/claude-gtm-plugin.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/x-impact-checker .gemini/skills/x-impact-checker && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "x-impact-checker" agent skill from https://github.com/manojbajaj95/claude-gtm-plugin/tree/main/skills/x-impact-checker into .gemini/skills/x-impact-checker/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "x-impact-checker", 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 manojbajaj95/claude-gtm-plugin x-impact-checkerInstalls 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 manojbajaj95/claude-gtm-plugin --skill x-impact-checker -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/manojbajaj95/claude-gtm-plugin.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/x-impact-checker .github/skills/x-impact-checker && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "x-impact-checker" agent skill from https://github.com/manojbajaj95/claude-gtm-plugin/tree/main/skills/x-impact-checker into .github/skills/x-impact-checker/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "x-impact-checker", 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 manojbajaj95/claude-gtm-plugin --skill x-impact-checker -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install manojbajaj95/claude-gtm-plugin x-impact-checker --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/manojbajaj95/claude-gtm-plugin.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/x-impact-checker .opencode/skills/x-impact-checker && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "x-impact-checker" agent skill from https://github.com/manojbajaj95/claude-gtm-plugin/tree/main/skills/x-impact-checker into .opencode/skills/x-impact-checker/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "x-impact-checker", 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.
x-impact-checkerAnalyze and optimize X (Twitter) posts for viral potential and reach using heuristics inspired by X's published open-source recommendation architecture.
X Impact Checker is an agent skill from manojbajaj95/claude-gtm-plugin. Analyze and optimize X (Twitter) posts for viral potential and reach using heuristics inspired by X's published open-source recommendation architecture. Use when user wants to: (1) Check if a post will go viral, (2) Score a tweet for engagement potential, (3) Optimize or rewrite a tweet for algorithmic reach, (4) Understand why a tweet underperformed, (5) Build audience in a specific niche. Triggers: "Check if this will go viral", "Make this post buzz", "Will this tweet perform well?", "Optimize my tweet", "How…
Its SKILL.md is about 2.9k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/algorithm-weights.md`).
It sits in Writing & Content, covering Social media posts. It works with X (Twitter). The licence is AGPL-3.0.
4 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 0830a46. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
X Impact Checker loads about 2.9k tokens when it runs, and up to ~5.5k if it reads all its reference files. Until then it costs about 189 tokens; SKILL.md has 1,144 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.
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); files beside SKILL.md are not scanned.
The full file from manojbajaj95/claude-gtm-plugin at commit 0830a46, republished under its AGPL-3.0 licence (© manojbajaj95). 1,144 words, ~2,875 tokens.
.claude/skills/x-impact-checker/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.Read bootstrap context before asking questions: strategy/brand.md for brand, audience, offer, channels, tools, constraints, and metrics; about/me.md for personal voice; content/ideas.md and content/calendar.md for content planning. Use legacy product-marketing context files only as fallback. Save generated drafts to content/<platform>/drafts/YYYY-MM-DD_short-topic-slug.md, and route durable learnings back to strategy/brand.md, about/me.md, or content/ideas.md.
This skill is self-contained for its frontmatter scope: use its local instructions, references, scripts, and assets as the playbook; ask only for missing task-specific inputs; hand off to adjacent skills instead of expanding scope; and return an actionable artifact, decision, plan, draft, or diagnostic.
Analyze X posts for viral potential using a 19-element scoring system and heuristics inspired by X's published recommendation architecture.
| Factor | Max | Scoring Guide |
|---|---|---|
| Reply Potential | 22 | 22: Direct question/debatable claim, 12: Invites response, 4: Statement only |
| Retweet Potential | 16 | 16: Actionable insight/surprising fact, 8: Interesting but niche, 0: No share value |
| Favorite Potential | 12 | 12: Emotionally resonant/personal story, 6: Useful reference, 0: Low appeal |
| Quote Potential | 10 | 10: Strong opinion inviting commentary, 5: Thought-provoking, 0: No quote value |
| Factor | Max | Scoring Guide |
|---|---|---|
| Dwell Time | 6 | 6: Long-form/detailed content, 3: Medium depth, 0: Skimmable |
| Continuous Dwell Time | 4 | 4: Thread/story arc requiring sustained attention, 2: Medium complexity, 0: Quick read |
| Click Potential | 5 | 5: Compelling link with clear CTA, 3: Link with context, 1: Bare URL, 0: No link |
| Photo Expand Potential | 4 | 4: Multiple images/visual storytelling, 2: Single image reference, 0: No visual content |
| Video View Potential | 3 | 3: Long-form video with hook (>5s), 2: Short clip, 0: No video |
| Quoted Click Potential | 3 | 3: Bold claim inviting verification, 2: Interesting claim, 0: Self-contained |
| Factor | Max | Scoring Guide |
|---|---|---|
| Profile Click | 5 | 5: Creates author curiosity, 3: Shows expertise, 0: Generic voice |
| Follow Potential | 4 | 4: Demonstrates ongoing value, 2: Shows potential, 0: One-off content |
| Share Potential | 2 | 2: General sharing value, 1: Limited appeal, 0: No value |
| Share via DM | 2 | 2: Personal/relatable "send to friend" content, 1: Somewhat relatable, 0: Generic |
| Share via Copy Link | 2 | 2: Reference/bookmark worthy, 1: Useful but not evergreen, 0: Ephemeral |
| Risk | Range | Trigger |
|---|---|---|
| Not Interested | -5 to -15 | Clickbait, irrelevant content |
| Mute Risk | -5 to -15 | Repetitive, annoying patterns |
| Block Risk | -10 to -25 | Offensive, aggressive tone |
| Report Risk | -15 to -30 | Policy violations, spam signals |
| Score | Grade |
|---|---|
| 90-100 | S (Exceptional) |
| 75-89 | A (Strong) |
| 60-74 | B (Good) |
| 45-59 | C (Average) |
| 30-44 | D (Below average) |
| 0-29 | F (Low potential) |
Show analysis progress when the host environment supports task tracking:
Score: 🎯 XX/100 (Grade: X)
Breakdown Table:
| Category | Factor | Score | Max | Assessment |
|----------|--------|-------|-----|------------|
| **💬 Core Engagement** | | | 60 | |
| | 💭 Reply Potential | X/22 | 22 | [reason] |
| | 🔄 Retweet Potential | X/16 | 16 | [reason] |
| | ❤️ Favorite Potential | X/12 | 12 | [reason] |
| | 💬 Quote Potential | X/10 | 10 | [reason] |
| **⏱️ Extended Engagement** | | | 25 | |
| | 👀 Dwell Time | X/6 | 6 | [reason] |
| | ⏳ Continuous Dwell Time | X/4 | 4 | [reason] |
| | 🔗 Click Potential | X/5 | 5 | [reason] |
| | 🖼️ Photo Expand | X/4 | 4 | [reason] |
| | 🎥 Video View | X/3 | 3 | [reason] |
| | 🔍 Quoted Click | X/3 | 3 | [reason] |
| **🤝 Relationship Building** | | | 15 | |
| | 👤 Profile Click | X/5 | 5 | [reason] |
| | ➕ Follow Potential | X/4 | 4 | [reason] |
| | 📤 Share Potential | X/2 | 2 | [reason] |
| | 💌 Share via DM | X/2 | 2 | [reason] |
| | 📋 Share via Link | X/2 | 2 | [reason] |
| **⚠️ Negative Signals** | | | | |
| | 😐 Not Interested Risk | -X | 0 to -15 | [reason] |
| | 🔇 Mute Risk | -X | 0 to -15 | [reason] |
| | 🚫 Block Risk | -X | 0 to -25 | [reason] |
| | 🚨 Report Risk | -X | 0 to -30 | [reason] |
| **🏆 TOTAL** | | **XX/100** | | **Grade: X** |📈 Top 5 Priority Improvements: Specific, actionable suggestions across different categories
✨ Optimized Version: Rewritten post with improvements applied (in original language)
Understanding the underlying models helps explain why the scoring works.
Real-graph — Predicts interaction likelihood between users
SimClusters — Community detection with sparse embeddings
TwHIN — Knowledge graph embeddings mapping users and content topics
Tweepcred — User reputation/authority scoring
Explicit (high weight): Likes, replies, retweets, quote tweets
Implicit (also weighted): Profile visits, link clicks, dwell time, saves/bookmarks
Negative: Block/report (heavily penalized), mute/unfollow, quick scroll-past
| Layer | Strategy |
|---|---|
| Real-graph | Ask questions; create debate; post when followers are active |
| SimClusters | One clear topic; use community language; provide niche value |
| TwHIN | Lead with domain expertise; stay consistent; build topical authority |
| Tweepcred | Reply to quality accounts; avoid engagement bait; engage deeply |
Final Score = Base Score (0-100) + Penalties (-75 to 0)
Normalized Score = max(0, min(100, Final Score))Penalty capping: total penalties > -20 causes gradual dampening; hard cap at -75.
This skill performs heuristic text-based analysis, not ML prediction. It cannot detect actual media presence, real engagement metrics, author follower count, or network graph relationships. Best used for pre-publishing optimization, not post-hoc analytics.
Detect input language. Respond in same language. Keep optimized version in original language.
When input is in Japanese, display Category and Factor names as: 日本語訳(English Original)
Japanese translations:
See references/algorithm-weights.md for complete weight details from X's open-source algorithm (19-element system).
© manojbajaj95, AGPL-3.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 1 other file (references) in skills/x-impact-checker of manojbajaj95/claude-gtm-plugin.
Open the folder on GitHubat commit 0830a46
X Impact Checker 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 |
|---|---|---|---|---|---|---|
| X Impact Checker this skillmanojbajaj95/claude-gtm-plugin | 105 | — | ~2.9k | Automated safety check: Pass | AGPL-3.0 | |
| Socialcoreyhaines31/marketingskills | 54k | 4 repos | ~4.5k | Automated safety check: Pass | MIT | |
| Social Contentfreekmurze/dotfiles | 1k | 23 repos | ~2.1k | Automated safety check: Pass | None | |
| Typefullyfreekmurze/dotfiles | 1k | 1 repos | ~3.4k | Automated safety check: Notes | None | |
| Changelog Social RecapFlorianBruniaux/claude-code-ultimate-guide | 6.1k | — | ~1.8k | Automated safety check: Notes | CC-BY-SA-4.0 | |
| X Mastery Mentoralchaincyf/x-mentor-skill | 1.2k | — | ~2.3k | Automated safety check: Pass | MIT |
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.
freekmurze/dotfiles
When the user wants help creating, scheduling, or optimizing social media content for LinkedIn, Twitter/X, Instagram, TikTok, Facebook, or other platforms.
freekmurze/dotfiles
Create, schedule, and manage social media posts via Typefully.
FlorianBruniaux/claude-code-ultimate-guide
Turns CHANGELOG.md entries for a release or a week into LinkedIn, Twitter/X, newsletter and Slack posts in French and English.
alchaincyf/x-mentor-skill
$10K/hr级X/Twitter运营导师。基于Nicolas Cole、Dickie Bush、Sahil Bloom、Justin Welsh、 Dan Koe、Alex Hormozi六位顶级创作者的方法论 + X开源算法深度分析 + AI/科技赛道专精策略, 提炼6个核心心智模型、10条决策启发式、完整的选题-写作-增长操作手册。
charlie947/social-media-skills
Build a personalised voice profile inside a Codex or Claude project from a short interview plus 3 to 5 sample pieces of writing.
manojbajaj95/claude-gtm-plugin
A skill your agent uses when optimizing app store listings, researching keywords, or tracking mobile app performance on Apple App Store and Google Play Store.
manojbajaj95/claude-gtm-plugin
Comprehensive market research and analysis skill. An agent skill from manojbajaj95/claude-gtm-plugin.
manojbajaj95/claude-gtm-plugin
Create professional investor pitch decks with structured content and visual design.
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manojbajaj95/claude-gtm-plugin
SEO, AEO (Answer Engine Optimization), and GEO strategy for search engines and AI visibility.
manojbajaj95/claude-gtm-plugin
LinkedIn profile optimization and content creation. An agent skill from manojbajaj95/claude-gtm-plugin.
Works with
Categories
Analyze and optimize X (Twitter) posts for viral potential and reach using heuristics inspired by X's published open-source recommendation architecture. X Impact Checker is an agent skill from manojbajaj95/claude-gtm-plugin. Analyze and optimize X (Twitter) posts for viral potential and reach using heuristics inspired by X's published open-source recommendation architecture.
X Impact Checker fits situations like: check if a post will go viral; score a tweet for engagement potential; rewrite a tweet for algorithmic reach; understand why a tweet underperformed.
Run `npx skills add manojbajaj95/claude-gtm-plugin --skill x-impact-checker -a claude-code`. Or copy the skill folder (skills/x-impact-checker in manojbajaj95/claude-gtm-plugin) into .claude/skills/x-impact-checker in your project. Claude Code loads it when a task matches its description.
Run `npx skills add manojbajaj95/claude-gtm-plugin --skill x-impact-checker -a codex`. Or copy the skill folder (skills/x-impact-checker in manojbajaj95/claude-gtm-plugin) into .agents/skills/x-impact-checker in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add manojbajaj95/claude-gtm-plugin --skill x-impact-checker -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/x-impact-checker, .gemini/skills/x-impact-checker, .github/skills/x-impact-checker and .opencode/skills/x-impact-checker in your project.
SKILL.md names no scripts, command-line tools or credentials: X Impact Checker is instructions for the agent only.
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.
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. Review the folder before installing.
X Impact Checker is published under the AGPL-3.0 licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.9k tokens (SKILL.md is roughly 12k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 2.6k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with X Impact Checker: Social (coreyhaines31/marketingskills, 54k stars), Social Content (freekmurze/dotfiles, 1k stars), Typefully (freekmurze/dotfiles, 1k stars) and Changelog Social Recap (FlorianBruniaux/claude-code-ultimate-guide, 6.1k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
manojbajaj95 (a GitHub user) maintains it in manojbajaj95/claude-gtm-plugin, which has 105 GitHub stars. The repository holds 52 skills in this directory. The repository was last updated on September 18, 2026.
Source: manojbajaj95/claude-gtm-plugin on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.