Social Media Intelligence
HKUDS/Vibe-Trading
Social media intelligence: financial signal extraction from Twitter/X, Telegram, Discord, and Reddit for sentiment-driven trading strategies.
Build and grow online communities across all platforms and contexts — from developer/B2B communities (Discord, Slack, Circle, Discourse) to social communities (Twitter/X, Reddit, Farcaster) to…
$ npx skills add manojbajaj95/claude-gtm-plugin --skill community-building -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install manojbajaj95/claude-gtm-plugin community-building --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/community-building .claude/skills/community-building && 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 "community-building" agent skill from https://github.com/manojbajaj95/claude-gtm-plugin/tree/main/skills/community-building into .claude/skills/community-building/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "community-building", 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/community-buildingType 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 community-building -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install manojbajaj95/claude-gtm-plugin community-building --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/community-building .agents/skills/community-building && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "community-building" agent skill from https://github.com/manojbajaj95/claude-gtm-plugin/tree/main/skills/community-building into .agents/skills/community-building/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "community-building", 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 community-building -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install manojbajaj95/claude-gtm-plugin community-building --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/community-building .cursor/skills/community-building && 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 "community-building" agent skill from https://github.com/manojbajaj95/claude-gtm-plugin/tree/main/skills/community-building into .cursor/skills/community-building/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "community-building", 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/community-building--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 community-building -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install manojbajaj95/claude-gtm-plugin community-building --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/community-building .gemini/skills/community-building && 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 "community-building" agent skill from https://github.com/manojbajaj95/claude-gtm-plugin/tree/main/skills/community-building into .gemini/skills/community-building/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "community-building", 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 community-buildingInstalls 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 community-building -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/community-building .github/skills/community-building && 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 "community-building" agent skill from https://github.com/manojbajaj95/claude-gtm-plugin/tree/main/skills/community-building into .github/skills/community-building/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "community-building", 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 community-building -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 community-building --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/community-building .opencode/skills/community-building && 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 "community-building" agent skill from https://github.com/manojbajaj95/claude-gtm-plugin/tree/main/skills/community-building into .opencode/skills/community-building/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "community-building", 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.
community-buildingBuild and grow online communities across all platforms and contexts — from developer/B2B communities (Discord, Slack, Circle, Discourse) to social communities (Twitter/X, Reddit, Farcaster) to…
Community Building is an agent skill from manojbajaj95/claude-gtm-plugin. Build and grow online communities across all platforms and contexts — from developer/B2B communities (Discord, Slack, Circle, Discourse) to social communities (Twitter/X, Reddit, Farcaster) to crypto/holder communities (Telegram). Covers strategy, platform selection, channel architecture, member journey mapping, onboarding, engagement rituals, ambassador/champions programs, moderation, governance, growth, retention, crisis management, and metrics. Use for: community-led growth, community strategy, developer…
Its SKILL.md is about 4.5k tokens, which your agent loads only when the skill is triggered. The skill folder holds 9 other files, including reference files (for example `references/CHECKLISTS.md`, `references/EXAMPLES.md` and `references/INTAKE.md`).
It sits in Development, covering Open source maintenance and Customer journey mapping. It works with Discord, Slack, Telegram and Reddit. The licence is MIT.
8 steps, taken from the step headings 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.
Community Building loads about 4.5k tokens when it runs, and up to ~9.1k if it reads all its reference files. Until then it costs about 182 tokens; SKILL.md has 1,683 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 MIT licence (© manojbajaj95). 1,683 words, ~4,503 tokens.
.claude/skills/community-building/SKILL.md (or your agent's skills folder). This skill also uses 8 other files; 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.
Build communities that turn members into believers and believers into advocates.
Covers
When NOT to use
brand-messaging-and-positioning first)Great communities are built on three pillars:
| Dimension | Audience | Community |
|---|---|---|
| Direction | One to many | Many to many |
| Value | From creator | From each other |
| Ownership | Creator owns | Members co-own |
| Content | Creator produces | Members produce |
| Retention | Content-dependent | Relationship-dependent |
| Scalability | Linear | Network effects |
┌─────────────────────────────────────────────────────────────┐
│ │
│ ┌──────────┐ ┌──────────┐ ┌──────────┐ │
│ │ ATTRACT │───▶│ ACTIVATE │───▶│ ENGAGE │ │
│ │ (Reach) │ │ (Value) │ │ (Habit) │ │
│ └──────────┘ └──────────┘ └──────────┘ │
│ ▲ │ │
│ │ ┌──────────┐ │ │
│ │ │ ADVOCATE │ │ │
│ └──────────│ (Amplify)│◀─────────┘ │
│ └──────────┘ │
└─────────────────────────────────────────────────────────────┘| Stage | Size | Characteristics | Focus |
|---|---|---|---|
| Nascent | <100 | Founder-led | 1:1 conversations, manual everything |
| Growing | 100–1,000 | Early champions emerge | Systems, rituals, first programs |
| Scaling | 1,000–10,000 | Self-sustaining activity | Governance, moderation, delegation |
| Mature | 10,000+ | Community-led initiatives | Sub-communities, ecosystem |
Goal: Move people up the engagement ladder, not force everyone to create.
Aware → Join → Lurk → First Post → Regular Contributor → Champion → Ambassador| Stage | Goal | Key Metric |
|---|---|---|
| Lurker | First interaction | Post/reply count |
| Newcomer | Find value, connect | Retention D7 |
| Regular | Form habits, contribute | Weekly active |
| Champion | Lead initiatives | Content created |
| Ambassador | Represent externally | Referrals, reach |
Minimum required
Missing-info strategy
| Platform | Best For | Key Strength | Key Weakness |
|---|---|---|---|
| Discord | Gaming, dev, real-time | Rich features, free | Overwhelming UX |
| Slack | Professional, B2B | Familiar, searchable | Expensive at scale |
| Circle | Courses, creators | Clean UX, courses | Less real-time |
| Discourse | Long-form, async | SEO, knowledge base | Old-school feel |
| GitHub Discussions | Open source, devs | Code integration | Limited features |
| Public discovery | SEO, scale | Less control | |
| Telegram | Crypto/token holders | Real-time, bots | Limited moderation |
Discord (larger projects)
INFORMATION: #announcements #faq #roadmap #rules
COMMUNITY: #general #price-talk #memes #introductions
ALPHA (role-gated): #whale-chat #og-lounge #team-updates
SUPPORT: #help #report-scams #suggestions
VOICE: General VC, AMA StageTelegram (token/crypto communities)
[Main Group] — Public chat, price bot, welcome message, active mods
[Announcements] — One-way official updates only
[Alpha/Holders] — Token-gated, exclusive content, direct team access
[International] — CN/KR/JP with local mods (if needed)Essential Bots: Price bot, Buy bot (celebrate purchases), Holder verification, Anti-spam/scam, Welcome bot.
Twitter/X: Reach and real-time discussion. Twitter Spaces for live audio, threads for depth, quote tweets for community amplification.
Reddit: Long-form depth and discovery. Build a subreddit or participate in existing ones. SEO benefit from indexed discussions.
Farcaster: Crypto-native audience, frames for interactive content, native to web3 culture.
Forums (Discourse, etc.): Long-form async knowledge base, SEO-indexed, permanent resource for members.
Onboarding ritual (first 48 hours):
#introductionsWeekly engagement calendar:
| Day | Theme | Activities |
|---|---|---|
| Monday | Mission/Goals | Weekly goals, roadmap updates |
| Tuesday | Educational | Alpha sharing, tips, how-tos |
| Wednesday | Member Spotlight | Champion recognition, community wins |
| Thursday | Throwback/Story | Origin story, OG moments, milestones |
| Friday | Engagement | Partnership teasers, community events |
| Saturday | Growth | Community raids, meme contests, referrals |
| Sunday | Strategy | Market analysis, community AMAs |
Daily loop: Morning greeting + poll → Midday content + news → Evening recap + tomorrow's preview.
Recognition system:
Community rules (keep to 5–7):
Enforcement ladder: Warning → Temporary mute → Permanent ban.
Moderator responsibilities: Daily check-in (15 min), respond to reports within 24h, escalate edge cases to community lead.
| Level | Source | Response | Timeline |
|---|---|---|---|
| 1 — Minor | No-following account | Community handles; mods monitor | Hours |
| 2 — Moderate | Some-reach account | Mod statement + optional team clarification | 1–2 hours |
| 3 — Major | Major account or coordinated | Official team statement + pinned message | 30 min |
| 4 — Critical | Actual exploit or viral negative | All-hands, full transparency everywhere | Immediately |
TEAM STATEMENT: [Topic]
We're aware of [concern].
THE FACTS:
- [Fact 1]
- [Fact 2]
OUR RESPONSE: [What we're doing]
EVIDENCE: [Links to proof/data]
We remain committed to [mission]. Questions? We're here.General retention:
Token/holder community retention:
| Category | Metrics | Healthy Target |
|---|---|---|
| Growth | New members, referral rate, churn rate | — |
| Engagement | DAU/MAU, posts per member, response time | DAU/MAU >20% |
| Health | Sentiment, helpful answers, retention | Monthly retention >80% |
| Value | NPS, support deflection, product influence | NPS >50 |
Health signals:
COMMUNITY HEALTH REPORT | Period: [Week/Month]
GROWTH: Total Members [+/-X%] | New Joins | Departures
ENGAGEMENT: Messages (7d) | Unique Chatters | Peak Activity | Score [X/10]
SENTIMENT: Long-term Holders >30d [X%] | Toxicity Level [Low/Med/High]
MODERATION: Bans | Warnings | Scam Attempts Blocked
RECOMMENDATIONS:
1. [Action] 2. [Action] 3. [Action]
HEALTH SCORE: [X]/100| Motion | Description | Best For |
|---|---|---|
| Community-Assisted | Community supports product users | Support deflection |
| Community-Qualified | Leads emerge from community | B2B, enterprise |
| Community-Distributed | Growth through member networks | Viral products |
| Community-Created | Members build on platform | Platforms, APIs |
Produce in this order:
Templates: references/TEMPLATES.md Expanded guidance: references/WORKFLOW.md
Developer tool: "Use community-building. Product: observability SDK for TypeScript. ICP: senior full-stack engineers at startups. Goal: accelerate activation + word-of-mouth. Considering Discord. Resources: 1 community lead (8 hrs/week). Output: Community Building Pack with platform plan, 6-week programming calendar, ambassador program."
B2B SaaS moving upmarket: "We sell a team knowledge base to 200–2000 person companies. We want community-led growth to reduce enterprise perceived risk. Design home base + outpost plan, seed cohort strategy, and 30/60/90 plan with metrics."
Token/crypto community: "Building a Telegram community for our token launch. Need holder psychology framework, weekly engagement calendar, crisis management protocol, and launch checklist."
Social community: "We want to build a Twitter/X and Reddit presence for our developer tool community. Design a cross-platform social community strategy with engagement rituals and growth playbook."
© manojbajaj95, MIT. 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 8 other files (references) in skills/community-building of manojbajaj95/claude-gtm-plugin.
Open the folder on GitHubat commit 0830a46
Community Building 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 |
|---|---|---|---|---|---|---|
| Community Building this skillmanojbajaj95/claude-gtm-plugin | 105 | — | ~4.5k | Automated safety check: Pass | MIT | |
| Social Media IntelligenceHKUDS/Vibe-Trading | 35k | — | ~10k | Automated safety check: Notes | MIT | |
| Buzz Communityjeremylongshore/tons-of-skills-marketplace | 2.8k | — | ~1.5k | Automated safety check: Notes | MIT | |
| Developer Listeningsickn33/agentic-awesome-skills | 47k | 1 repos | ~2.1k | Automated safety check: Pass | MIT | |
| OpenClaw to NanoClaw Migrationnanocoai/nanoclaw | 31k | — | ~6k | Automated safety check: Notes | MIT | |
| Chat SDKdatabuddy-analytics/Databuddy | 1.2k | — | ~2.6k | Automated safety check: Pass | AGPL-3.0 |
HKUDS/Vibe-Trading
Social media intelligence: financial signal extraction from Twitter/X, Telegram, Discord, and Reddit for sentiment-driven trading strategies.
jeremylongshore/tons-of-skills-marketplace
Build and manage open source community — Discord/Slack structure, contributor onboarding, ambassador program, community flywheel design, and GitHub community health.
sickn33/agentic-awesome-skills
Monitor what developers say about your brand, competitors, and the problems they're solving.
nanocoai/nanoclaw
Guides a conversational migration from an OpenClaw install to NanoClaw v2, carrying over identity, channel credentials, scheduled tasks and workspace files.
databuddy-analytics/Databuddy
Build multi-platform chat bots with Chat SDK (chat npm package).
dandaka/traul
Drives the traul CLI to sync, search and monitor messages from Slack, Telegram, Discord, Linear, Gmail, WhatsApp, Claude Code sessions and Markdown files.
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.
manojbajaj95/claude-gtm-plugin
Generate QR codes with URLs and UTM tracking. An agent skill from manojbajaj95/claude-gtm-plugin.
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
Build and grow online communities across all platforms and contexts — from developer/B2B communities (Discord, Slack, Circle, Discourse) to social communities (Twitter/X, Reddit, Farcaster) to…. Community Building is an agent skill from manojbajaj95/claude-gtm-plugin. Build and grow online communities across all platforms and contexts — from developer/B2B communities (Discord, Slack, Circle, Discourse) to social communities (Twitter/X, Reddit, Farcaster) to crypto/holder communities (Telegram).
Community Building fits situations like: : community-led growth; community strategy; developer community; discord/Slack/forum/Telegram setup.
Run `npx skills add manojbajaj95/claude-gtm-plugin --skill community-building -a claude-code`. Or copy the skill folder (skills/community-building in manojbajaj95/claude-gtm-plugin) into .claude/skills/community-building in your project. Claude Code loads it when a task matches its description.
Run `npx skills add manojbajaj95/claude-gtm-plugin --skill community-building -a codex`. Or copy the skill folder (skills/community-building in manojbajaj95/claude-gtm-plugin) into .agents/skills/community-building 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 community-building -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/community-building, .gemini/skills/community-building, .github/skills/community-building and .opencode/skills/community-building in your project.
SKILL.md names no scripts, command-line tools or credentials: Community Building 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.
Community Building is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 4.5k tokens (SKILL.md is roughly 18k 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 4.6k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Community Building: Social Media Intelligence (HKUDS/Vibe-Trading, 35k stars), Buzz Community (jeremylongshore/tons-of-skills-marketplace, 2.8k stars), Developer Listening (sickn33/agentic-awesome-skills, 47k stars) and OpenClaw to NanoClaw Migration (nanocoai/nanoclaw, 31k 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.