Loop Factory
JuliusBrussee/skills
Run a spec-driven agent loop where coding tasks live as markdown specs that move through inbox → active → archive, get implemented by Claude Code or Codex, and pass a review gate before they count…
Draft and approve Reddit comments from scouted opportunities with a hard human-in-the-loop gate.
Install Reddit Engage
$ npx skills add shawnla90/gtm-coding-agent --skill reddit-engage -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install shawnla90/gtm-coding-agent reddit-engage --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/shawnla90/gtm-coding-agent.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/reddit-engage .claude/skills/reddit-engage && 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 "reddit-engage" agent skill from https://github.com/shawnla90/gtm-coding-agent/tree/main/skills/reddit-engage into .claude/skills/reddit-engage/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "reddit-engage", 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/shawnla90/gtm-coding-agent/tree/main/skills/reddit-engageType 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 shawnla90/gtm-coding-agent --skill reddit-engage -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install shawnla90/gtm-coding-agent reddit-engage --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/shawnla90/gtm-coding-agent.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/reddit-engage .agents/skills/reddit-engage && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "reddit-engage" agent skill from https://github.com/shawnla90/gtm-coding-agent/tree/main/skills/reddit-engage into .agents/skills/reddit-engage/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "reddit-engage", 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 shawnla90/gtm-coding-agent --skill reddit-engage -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install shawnla90/gtm-coding-agent reddit-engage --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/shawnla90/gtm-coding-agent.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/reddit-engage .cursor/skills/reddit-engage && 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 "reddit-engage" agent skill from https://github.com/shawnla90/gtm-coding-agent/tree/main/skills/reddit-engage into .cursor/skills/reddit-engage/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "reddit-engage", 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/shawnla90/gtm-coding-agent.git --path skills/reddit-engage--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 shawnla90/gtm-coding-agent --skill reddit-engage -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install shawnla90/gtm-coding-agent reddit-engage --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/shawnla90/gtm-coding-agent.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/reddit-engage .gemini/skills/reddit-engage && 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 "reddit-engage" agent skill from https://github.com/shawnla90/gtm-coding-agent/tree/main/skills/reddit-engage into .gemini/skills/reddit-engage/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "reddit-engage", 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 shawnla90/gtm-coding-agent reddit-engageInstalls 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 shawnla90/gtm-coding-agent --skill reddit-engage -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/shawnla90/gtm-coding-agent.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/reddit-engage .github/skills/reddit-engage && 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 "reddit-engage" agent skill from https://github.com/shawnla90/gtm-coding-agent/tree/main/skills/reddit-engage into .github/skills/reddit-engage/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "reddit-engage", 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 shawnla90/gtm-coding-agent --skill reddit-engage -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install shawnla90/gtm-coding-agent reddit-engage --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/shawnla90/gtm-coding-agent.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/reddit-engage .opencode/skills/reddit-engage && 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 "reddit-engage" agent skill from https://github.com/shawnla90/gtm-coding-agent/tree/main/skills/reddit-engage into .opencode/skills/reddit-engage/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "reddit-engage", 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
reddit-engage- GitHub stars
- 155
- Token cost
- ~794 tokens
- SKILL.md length
- 386 words
- Files
- 1
- Skills in repo
- 7
- Repo updated
- First seen
- Licence
- MIT
At a glance
Draft and approve Reddit comments from scouted opportunities with a hard human-in-the-loop gate.
- Works in 5 steps: Load the queue and show the counts by… → Present each opportunity: subreddit,… → Draft a comment per item. Read the post… → …
- The user types /reddit-engage
- SKILL.md covers The queue, Voice rules (what keeps an…, Steps and Rules, plus 1 more section
- Reaches github.com
What it does
Reddit Engage is an agent skill from shawnla90/gtm-coding-agent. Draft and approve Reddit comments from scouted opportunities with a hard human-in-the-loop gate. Reads an opportunity queue (a Clearbox inbox export or your own scout output), drafts voice-matched comments that add real value, and collects approve/edit/reject decisions one by one. Nothing posts without explicit approval. Use when the user types "/reddit-engage" or says "draft Reddit replies", "engage on Reddit".
Its SKILL.md is about 790 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Agent Workflows, covering Human-in-the-loop approvals and Email management. It works with Reddit. The repository describes itself as: Build your go-to-market engine with coding agents instead of a $2K/mo tool stack. 21 chapters, nine forkable starters, four installable skills, GTM-OS skeleton, and Python… The licence is MIT.
When your agent uses it
- The user types /reddit-engage
- Says draft Reddit replies
- Engage on Reddit
Example prompts
- “/reddit-engage”
- “draft Reddit replies”
- “engage on Reddit”
- “/reddit-engage”
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- Load the queue and show the counts by status.
- Present each opportunity: subreddit, title, score, why it matched, URL.
- Draft a comment per item. Read the post first. The reply must add genuine value on its own: a tip, a "here's what worked for me", a…
- Collect decisions one at a time: approve / edit (user supplies the text) / reject (record the reason). Save the queue after every…
- Summarize: approved / rejected / skipped, and what happens next.
What it can do on your machine
Read from SKILL.md and the folder at commit 072c185. It shows what the files ask for, not the result of running them.
Tool permissions
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.
Runs code
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.
Network
Hosts in commands or code, which the agent is likely to contact:
github.com
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
Reddit Engage loads about 794 tokens when it runs. Until then it costs about 107 tokens; SKILL.md has 386 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); files beside SKILL.md are not scanned.
SKILL.md
The full file from shawnla90/gtm-coding-agent at commit 072c185, republished under its MIT licence (© shawnla90). 386 words, ~794 tokens.
Download SKILL.mdSave it as
.claude/skills/reddit-engage/SKILL.md (or your agent's skills folder).- name
- reddit-engage
- description
- Draft and approve Reddit comments from scouted opportunities with a hard human-in-the-loop gate. Reads an opportunity queue (a Clearbox inbox export or your own scout output), drafts voice-matched comments that add real value, and collects approve/edit/reject decisions one by one. Nothing posts without explicit approval. Use when the user types "/reddit-engage" or says "draft Reddit replies", "engage on Reddit".
- version
- 1.0.0
reddit-engage
Draft voice-matched Reddit comments from scouted opportunities, get approval, then (and only then) post.
The queue
Input is a queue of scouted opportunities — a Clearbox opportunity inbox export, or the output of your own scout script. Each item carries: subreddit, post title, URL, why it surfaced, and a score. Track status per item: scouted → drafted → approved | rejected → posted.
Count and report the queue state before drafting anything. If nothing is scouted, say so and stop.
Voice rules (what keeps an account alive)
- Write like a builder sharing what they learned, not a marketer promoting.
- Casual, direct, no corporate speak. No em-dashes as filler.
- Self-deprecating humor is fine; "as an expert" framing is not.
- No emojis unless the sub's culture uses them heavily.
- No hard CTAs and no links to your stuff in comments. The profile bio does that work.
- Match the energy of the thread: technical threads get technical replies.
- Reference your real experience, not your brand. Share what happened, never drop the product name unprompted.
Steps
- Load the queue and show the counts by status.
- Present each opportunity: subreddit, title, score, why it matched, URL.
- Draft a comment per item. Read the post first. The reply must add genuine value on its own: a tip, a "here's what worked for me", a relevant experience. 2–5 sentences for comments; longer only if the post warrants depth. If you can't draft something genuine, skip it and say why.
- Collect decisions one at a time: approve / edit (user supplies the text) / reject (record the reason). Save the queue after every decision, not at the end — progress is never lost.
- Summarize: approved / rejected / skipped, and what happens next.
Show full SKILL.md (105 more words)Show less
Rules
- Human-in-the-loop always — nothing posts without explicit per-item approval.
- Save after each decision — write the queue incrementally.
- Voice compliance — run every draft through the slop filter: no "game-changer", "revolutionize", "unlock", "level up", "deep dive".
- No self-promotion in comments — share experiences, not links.
- Skip gracefully — 3 good comments beat 10 mid ones. If a post doesn't warrant a genuine reply, skip.
- Read the room — contentious threads or threads outside your real expertise get skipped.
Related
https://github.com/shawnla90/ClearboxGTM/blob/main/playbooks/how-to-win-on-reddit.md— why the no-links, value-first rules exist../../starters/reddit-buyer-signals/— the scout/score pipeline that fills the queue../../starters/reddit-buyer-signals/content.py— batch draft generation the approval loop can start from
© shawnla90, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in skills/reddit-engage of shawnla90/gtm-coding-agent.
Open the folder on GitHubat commit 072c185
Compare with similar skills
Reddit Engage 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 |
|---|---|---|---|---|---|---|
| Reddit Engage this skillshawnla90/gtm-coding-agent | 155 | — | ~794 | Automated safety check: Pass | MIT | |
| Loop FactoryJuliusBrussee/skills | 162 | — | ~2k | Automated safety check: Pass | MIT | |
| Crisis And Moderationsocial-media-skills/skills | 134 | — | ~1.7k | Automated safety check: Pass | MIT | |
| Video To Gifcognyai/claude-code-marketing-skills | 104 | — | ~2k | Automated safety check: Notes | None | |
| Show Me Your Work Decision Logcursor/plugins | 11k | 8 repos | ~1.6k | Automated safety check: Pass | None | |
| Darwin Skill Optimizeralchaincyf/darwin-skill | 6.2k | 1 repos | ~4.7k | Automated safety check: Pass | MIT |
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Questions about Reddit Engage
What does Reddit Engage do?
Draft and approve Reddit comments from scouted opportunities with a hard human-in-the-loop gate. Reddit Engage is an agent skill from shawnla90/gtm-coding-agent. Draft and approve Reddit comments from scouted opportunities with a hard human-in-the-loop gate.
When should I use Reddit Engage?
Reddit Engage fits situations like: the user types /reddit-engage; says draft Reddit replies; engage on Reddit.
How do I install Reddit Engage in Claude Code?
Run `npx skills add shawnla90/gtm-coding-agent --skill reddit-engage -a claude-code`. Or copy the skill folder (skills/reddit-engage in shawnla90/gtm-coding-agent) into .claude/skills/reddit-engage in your project. Claude Code loads it when a task matches its description.
How do I install Reddit Engage in Codex?
Run `npx skills add shawnla90/gtm-coding-agent --skill reddit-engage -a codex`. Or copy the skill folder (skills/reddit-engage in shawnla90/gtm-coding-agent) into .agents/skills/reddit-engage in your project. Codex loads it when a task matches its description.
Can I use Reddit Engage 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 shawnla90/gtm-coding-agent --skill reddit-engage -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/reddit-engage, .gemini/skills/reddit-engage, .github/skills/reddit-engage and .opencode/skills/reddit-engage in your project.
What does Reddit Engage need to run?
SKILL.md names no scripts, command-line tools or credentials: Reddit Engage is instructions for the agent only.
Does Reddit Engage access the network?
SKILL.md names 1 domain. In commands or code: github.com; the agent is likely to contact it when it follows the instructions. This is read from the text; nothing was executed.
Is Reddit Engage 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. Review the folder before installing.
What licence does Reddit Engage use?
Reddit Engage is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Reddit Engage use?
About 794 tokens (SKILL.md is roughly 3.2k 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 Reddit Engage?
Skills that share tags, products or a category with Reddit Engage: Loop Factory (JuliusBrussee/skills, 162 stars), Crisis And Moderation (social-media-skills/skills, 134 stars), Video To Gif (cognyai/claude-code-marketing-skills, 104 stars) and Show Me Your Work Decision Log (cursor/plugins, 11k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Reddit Engage?
shawnla90 (a GitHub user) maintains it in shawnla90/gtm-coding-agent, which has 155 GitHub stars. The repository holds 7 skills in this directory. The repository was last updated on September 2, 2026.
Source: shawnla90/gtm-coding-agent on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.