Social Content
freekmurze/dotfiles
When the user wants help creating, scheduling, or optimizing social media content for LinkedIn, Twitter/X, Instagram, TikTok, Facebook, or other platforms.
A specialized skill for the sns-strategist and visual-planner agents covering platform algorithms.
Install Platform Algorithms
$ npx skills add revfactory/harness-100 --skill platform-algorithms -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install revfactory/harness-100 platform-algorithms --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/revfactory/harness-100.git skills-src && mkdir -p .claude/skills && cp -r skills-src/en/10-social-media-manager/.claude/skills/platform-algorithms .claude/skills/platform-algorithms && 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 "platform-algorithms" agent skill from https://github.com/revfactory/harness-100/tree/main/en/10-social-media-manager/.claude/skills/platform-algorithms into .claude/skills/platform-algorithms/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "platform-algorithms", 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/revfactory/harness-100/tree/main/en/10-social-media-manager/.claude/skills/platform-algorithmsType 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 revfactory/harness-100 --skill platform-algorithms -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install revfactory/harness-100 platform-algorithms --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/revfactory/harness-100.git skills-src && mkdir -p .agents/skills && cp -r skills-src/en/10-social-media-manager/.claude/skills/platform-algorithms .agents/skills/platform-algorithms && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "platform-algorithms" agent skill from https://github.com/revfactory/harness-100/tree/main/en/10-social-media-manager/.claude/skills/platform-algorithms into .agents/skills/platform-algorithms/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "platform-algorithms", 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 revfactory/harness-100 --skill platform-algorithms -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install revfactory/harness-100 platform-algorithms --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/revfactory/harness-100.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/en/10-social-media-manager/.claude/skills/platform-algorithms .cursor/skills/platform-algorithms && 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 "platform-algorithms" agent skill from https://github.com/revfactory/harness-100/tree/main/en/10-social-media-manager/.claude/skills/platform-algorithms into .cursor/skills/platform-algorithms/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "platform-algorithms", 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/revfactory/harness-100.git --path en/10-social-media-manager/.claude/skills/platform-algorithms--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 revfactory/harness-100 --skill platform-algorithms -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install revfactory/harness-100 platform-algorithms --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/revfactory/harness-100.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/en/10-social-media-manager/.claude/skills/platform-algorithms .gemini/skills/platform-algorithms && 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 "platform-algorithms" agent skill from https://github.com/revfactory/harness-100/tree/main/en/10-social-media-manager/.claude/skills/platform-algorithms into .gemini/skills/platform-algorithms/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "platform-algorithms", 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 revfactory/harness-100 platform-algorithmsInstalls 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 revfactory/harness-100 --skill platform-algorithms -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/revfactory/harness-100.git skills-src && mkdir -p .github/skills && cp -r skills-src/en/10-social-media-manager/.claude/skills/platform-algorithms .github/skills/platform-algorithms && 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 "platform-algorithms" agent skill from https://github.com/revfactory/harness-100/tree/main/en/10-social-media-manager/.claude/skills/platform-algorithms into .github/skills/platform-algorithms/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "platform-algorithms", 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 revfactory/harness-100 --skill platform-algorithms -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install revfactory/harness-100 platform-algorithms --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/revfactory/harness-100.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/en/10-social-media-manager/.claude/skills/platform-algorithms .opencode/skills/platform-algorithms && 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 "platform-algorithms" agent skill from https://github.com/revfactory/harness-100/tree/main/en/10-social-media-manager/.claude/skills/platform-algorithms into .opencode/skills/platform-algorithms/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "platform-algorithms", 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
platform-algorithms- GitHub stars
- 1.3k
- Token cost
- ~1.2k tokens
- SKILL.md length
- 468 words
- Files
- 1
- Skills in repo
- 464
- Repo updated
- First seen
- Licence
- Apache-2.0
At a glance
A specialized skill for the sns-strategist and visual-planner agents covering platform algorithms.
- Works in 5 steps: First 1 second is everything:… → 15-30 seconds optimal: Maximize… → Loop structure: End flowing into… → …
- Exposure optimization
- SKILL.md covers Why Understanding Algorithms…, Instagram Algorithm (2025…, TikTok Algorithm and LinkedIn Algorithm, plus 2 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Platform Algorithms is an agent skill from revfactory/harness-100. A specialized skill for the sns-strategist and visual-planner agents covering platform algorithms. Provides how recommendation algorithms work and reach optimization strategies for Instagram, TikTok, LinkedIn, and X. Use for 'algorithm,' 'reach rate,' 'exposure optimization,' 'feed algorithm,' and similar topics.
Its SKILL.md is about 1.2k 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 Writing & Content. It works with Instagram, LinkedIn and TikTok. The licence is Apache-2.0.
When your agent uses it
- Exposure optimization
Example prompts
- “algorithm,”
- “reach rate,”
- “exposure optimization,”
- “/platform-algorithms”
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- First 1 second is everything: Visual/text hook to stop scrolling
- 15-30 seconds optimal: Maximize completion rate (longer videos reduce completion)
- Loop structure: End flowing into beginning encourages re-watching
- Trending sounds: Using popular music/audio boosts exposure
- Text overlay: Subtitles essential for muted viewers
What it can do on your machine
Read from SKILL.md and the folder at commit 8e8d35c. 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
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
Platform Algorithms loads about 1.2k tokens when it runs. Until then it costs about 84 tokens; SKILL.md has 468 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 revfactory/harness-100 at commit 8e8d35c, republished under its Apache-2.0 licence (© revfactory). 468 words, ~1,182 tokens.
Download SKILL.mdSave it as
.claude/skills/platform-algorithms/SKILL.md (or your agent's skills folder).- name
- platform-algorithms
- description
- A specialized skill for the sns-strategist and visual-planner agents covering platform algorithms. Provides how recommendation algorithms work and reach optimization strategies for Instagram, TikTok, LinkedIn, and X. Use for 'algorithm,' 'reach rate,' 'exposure optimization,' 'feed algorithm,' and similar topics.
Platform Algorithms — Platform Algorithm Methodology
Specialized algorithm knowledge used by the sns-strategist and visual-planner agents when designing content strategy and visuals.
Why Understanding Algorithms Matters
Even great content can be shown to only 10% of followers by the algorithm. The algorithm is not the enemy — it is a tool to be leveraged.
Instagram Algorithm (2025 Baseline)
Feed Ranking Signals
| Signal | Weight | Description |
|---|---|---|
| Relationship | 30% | Frequency of prior interactions (likes, comments, DMs, tags) |
| Interest | 25% | History of consuming similar content |
| Timeliness | 20% | Time elapsed since posting (recent favored) |
| Session Frequency | 15% | More diverse content shown to frequent users |
| Following Count | 10% | More follows = lower individual content exposure probability |
Algorithm Differences by Format
| Format | Key Metric | Optimization Strategy |
|---|---|---|
| Feed Post | Save > Share > Comment > Like | Information-rich content worth saving |
| Reels | Completion Rate > Share > Replay | Hook within 3 sec, 15-30 sec optimal, loop structure |
| Carousel | Swipe Rate > Save > Share | Hook on first slide, CTA on last |
| Stories | Reply > Poll/Quiz Participation > Tap Speed | Interactive stickers, questions |
Instagram Golden Hours
| Audience | Optimal Posting Time |
|---|---|
| General | Tue-Fri 11:00-13:00, 19:00-21:00 |
| B2B | Tue-Thu 08:00-09:00 |
| Weekend Content | Sat 10:00-12:00 |
TikTok Algorithm
For You Page Ranking
| Signal | Weight | Description |
|---|---|---|
| Completion Rate | 35% | Watched to the end (most important) |
| Re-watch | 20% | Repeated viewing of same video |
| Share | 15% | DM/external sharing |
| Comments | 15% | Comment writing and length |
| Profile View | 10% | Visited profile after watching |
| Follow | 5% | Followed after watching |
TikTok Optimization Essentials
- First 1 second is everything: Visual/text hook to stop scrolling
- 15-30 seconds optimal: Maximize completion rate (longer videos reduce completion)
- Loop structure: End flowing into beginning encourages re-watching
- Trending sounds: Using popular music/audio boosts exposure
- Text overlay: Subtitles essential for muted viewers
LinkedIn Algorithm
Show full SKILL.md (190 more words)Show less
Content Classification and Reach
| Classification | Reach | Characteristics |
|---|---|---|
| Native Text | Highest | Text only, no external links |
| Image Post | High | Includes 1-3 images |
| Document/PDF | High | Slide-format document upload |
| Video | Medium | Native upload only (no YouTube links) |
| External Link | Low | Including external URLs reduces reach 40-50% |
LinkedIn Golden Hour
The first hour's reactions after posting determine overall reach:
- 10+ comments in the first hour -> Algorithm boost
- Strategy: After posting, request opinions from relevant connections via DM
X (Twitter) Algorithm
For You Feed Signals
| Signal | Effect |
|---|---|
| Retweet + Quote | Highest weight — virality signal |
| Reply Threads | Conversation creation = content value |
| Bookmark | Signal strengthened since 2023 |
| Dwell Time | Content read at length is favored |
| Image/Video | 1.5-2x reach vs text-only |
| External Link | 30-50% reach decrease (separate to self-reply) |
Cross-Platform Strategy
Content Calendar Optimization
| Day | Optimal Platform | Reason |
|---|---|---|
| Mon | Week start, work mode | |
| Tue-Wed | Instagram, X | Peak activity hours |
| Thu | TikTok | Weekend content consumption pattern begins |
| Fri | X, Instagram | Light content, weekend preview |
| Sat-Sun | Instagram, TikTok | Leisure time, entertainment |
Recommended Posting Frequency
| Platform | Minimum | Recommended | Maximum |
|---|---|---|---|
| Instagram Feed | 3x/week | 4-5x/week | 1x/day |
| Instagram Stories | 1x/day | 3-5x/day | 10x/day |
| TikTok | 3x/week | 1-2x/day | 3x/day |
| 2x/week | 3-4x/week | 1x/day | |
| X | 1x/day | 3-5x/day | 10x/day |
© revfactory, Apache-2.0. 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 en/10-social-media-manager/.claude/skills/platform-algorithms of revfactory/harness-100.
Open the folder on GitHubat commit 8e8d35c
Compare with similar skills
Platform Algorithms 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 |
|---|---|---|---|---|---|---|
| Platform Algorithms this skillrevfactory/harness-100 | 1.3k | — | ~1.2k | Automated safety check: Pass | Apache-2.0 | |
| Social Contentfreekmurze/dotfiles | 1k | 22 repos | ~2.1k | Automated safety check: Pass | None | |
| Postizgitroomhq/postiz-agent | 505 | 2 repos | ~7.9k | Automated safety check: Pass | AGPL-3.0 | |
| Social Contentalecs5am/ralphy | 136 | 3 repos | ~3.2k | Automated safety check: Pass | MIT | |
| Caption Writerstevenflanagan1/social-ai-team | 239 | — | ~2.9k | Automated safety check: Pass | None | |
| Content Calendarstevenflanagan1/social-ai-team | 239 | — | ~3.1k | Automated safety check: Pass | None |
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Related
Categories
Questions about Platform Algorithms
What does Platform Algorithms do?
A specialized skill for the sns-strategist and visual-planner agents covering platform algorithms. Platform Algorithms is an agent skill from revfactory/harness-100. A specialized skill for the sns-strategist and visual-planner agents covering platform algorithms.
When should I use Platform Algorithms?
Platform Algorithms fits situations like: exposure optimization.
How do I install Platform Algorithms in Claude Code?
Run `npx skills add revfactory/harness-100 --skill platform-algorithms -a claude-code`. Or copy the skill folder (en/10-social-media-manager/.claude/skills/platform-algorithms in revfactory/harness-100) into .claude/skills/platform-algorithms in your project. Claude Code loads it when a task matches its description.
How do I install Platform Algorithms in Codex?
Run `npx skills add revfactory/harness-100 --skill platform-algorithms -a codex`. Or copy the skill folder (en/10-social-media-manager/.claude/skills/platform-algorithms in revfactory/harness-100) into .agents/skills/platform-algorithms in your project. Codex loads it when a task matches its description.
Can I use Platform Algorithms 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 revfactory/harness-100 --skill platform-algorithms -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/platform-algorithms, .gemini/skills/platform-algorithms, .github/skills/platform-algorithms and .opencode/skills/platform-algorithms in your project.
What does Platform Algorithms need to run?
SKILL.md names no scripts, command-line tools or credentials: Platform Algorithms is instructions for the agent only.
Does Platform Algorithms 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 Platform Algorithms 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 Platform Algorithms use?
Platform Algorithms is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Platform Algorithms use?
About 1.2k tokens (SKILL.md is roughly 4.7k 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 Platform Algorithms?
Skills that share tags, products or a category with Platform Algorithms: Social Content (freekmurze/dotfiles, 1k stars), Postiz (gitroomhq/postiz-agent, 505 stars), Social Content (alecs5am/ralphy, 136 stars) and Caption Writer (stevenflanagan1/social-ai-team, 239 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Platform Algorithms?
revfactory (a GitHub user) maintains it in revfactory/harness-100, which has 1,290 GitHub stars. The repository holds 464 skills in this directory. The repository was last updated on March 22, 2026.
Source: revfactory/harness-100 on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.