Find Hypertable Candidates
timescale/pg-aiguide
A skill your agent uses to analyze an existing PostgreSQL database and identify which tables should be converted to Timescale/TimescaleDB hypertables.
Projects your ROAS for the next 30, 60, and 90 days based on current performance trends, seasonality patterns from your historical data, and planned budget or campaign changes.
Install Roas Forecasting
$ npx skills add irinabuht12-oss/marketing-skills --skill roas-forecasting -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install irinabuht12-oss/marketing-skills roas-forecasting --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/irinabuht12-oss/marketing-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/roas-forecasting .claude/skills/roas-forecasting && 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 "roas-forecasting" agent skill from https://github.com/irinabuht12-oss/marketing-skills/tree/main/skills/roas-forecasting into .claude/skills/roas-forecasting/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "roas-forecasting", 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/irinabuht12-oss/marketing-skills/tree/main/skills/roas-forecastingType 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 irinabuht12-oss/marketing-skills --skill roas-forecasting -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install irinabuht12-oss/marketing-skills roas-forecasting --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/irinabuht12-oss/marketing-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/roas-forecasting .agents/skills/roas-forecasting && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "roas-forecasting" agent skill from https://github.com/irinabuht12-oss/marketing-skills/tree/main/skills/roas-forecasting into .agents/skills/roas-forecasting/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "roas-forecasting", 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 irinabuht12-oss/marketing-skills --skill roas-forecasting -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install irinabuht12-oss/marketing-skills roas-forecasting --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/irinabuht12-oss/marketing-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/roas-forecasting .cursor/skills/roas-forecasting && 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 "roas-forecasting" agent skill from https://github.com/irinabuht12-oss/marketing-skills/tree/main/skills/roas-forecasting into .cursor/skills/roas-forecasting/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "roas-forecasting", 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/irinabuht12-oss/marketing-skills.git --path skills/roas-forecasting--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 irinabuht12-oss/marketing-skills --skill roas-forecasting -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install irinabuht12-oss/marketing-skills roas-forecasting --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/irinabuht12-oss/marketing-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/roas-forecasting .gemini/skills/roas-forecasting && 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 "roas-forecasting" agent skill from https://github.com/irinabuht12-oss/marketing-skills/tree/main/skills/roas-forecasting into .gemini/skills/roas-forecasting/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "roas-forecasting", 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 irinabuht12-oss/marketing-skills roas-forecastingInstalls 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 irinabuht12-oss/marketing-skills --skill roas-forecasting -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/irinabuht12-oss/marketing-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/roas-forecasting .github/skills/roas-forecasting && 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 "roas-forecasting" agent skill from https://github.com/irinabuht12-oss/marketing-skills/tree/main/skills/roas-forecasting into .github/skills/roas-forecasting/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "roas-forecasting", 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 irinabuht12-oss/marketing-skills --skill roas-forecasting -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install irinabuht12-oss/marketing-skills roas-forecasting --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/irinabuht12-oss/marketing-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/roas-forecasting .opencode/skills/roas-forecasting && 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 "roas-forecasting" agent skill from https://github.com/irinabuht12-oss/marketing-skills/tree/main/skills/roas-forecasting into .opencode/skills/roas-forecasting/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "roas-forecasting", 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
roas-forecasting- GitHub stars
- 4.1k
- Token cost
- ~681 tokens
- SKILL.md length
- 328 words
- Files
- 1
- Skills in repo
- 48
- Repo updated
- First seen
- Licence
- None found
At a glance
Projects your ROAS for the next 30, 60, and 90 days based on current performance trends, seasonality patterns from your historical data, and planned budget or campaign changes.
- Tasks that involve Paid advertising
- SKILL.md covers What it does, How it works, Practical example and What you get back, plus 2 more sections
- Calls claude; reaches connector.get-ryze.ai
- Tasks that involve Forecasting and time series
What it does
Roas Forecasting is an agent skill from irinabuht12-oss/marketing-skills. Projects your ROAS for the next 30, 60, and 90 days based on current performance trends, seasonality patterns from your historical data, and planned budget or campaign changes. Gives you a range with confidence intervals, not a single number pretending to be precise. Platform: Google and Meta.
Its SKILL.md is about 680 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 Data & Analytics, covering Paid advertising and Forecasting and time series. It works with Model Context Protocol. The repository describes itself as: Claude skills for marketing: 49 free marketing skills for Claude Code and claude.ai (Google Ads, Meta Ads, SEO, AI visibility) + the Ryze Google Ads MCP / Meta Ads MCP: claude….
When your agent uses it
- Tasks that involve Paid advertising
- Tasks that involve Forecasting and time series
Example prompts
- “Use the roas-forecasting skill to project your ROAS for the next 30, 60, and 90 days based on current performance trends, seasonality patterns from…”
- “/roas-forecasting”
What it can do on your machine
Read from SKILL.md and the folder at commit 1bb135e. 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
Shell commands in SKILL.md call:
claude
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:
connector.get-ryze.ai
Also links to:
get-ryze.ai
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
Roas Forecasting loads about 681 tokens when it runs. Until then it costs about 78 tokens; SKILL.md has 328 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
Without a licence we can't republish the file, so here is its outline and opening line. It has 328 words (~681 tokens).
“Projects your ROAS for the next 30, 60, and 90 days based on current performance trends, seasonality patterns from your historical data, and planned budget or campaign changes. Gives you a range with confidence intervals, not a single number pretending…”
- name
- roas-forecasting
- metadata
- platform: Google and Meta
Files
Just SKILL.md in skills/roas-forecasting of irinabuht12-oss/marketing-skills.
Open the folder on GitHubat commit 1bb135e
Compare with similar skills
Roas Forecasting 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 |
|---|---|---|---|---|---|---|
| Roas Forecasting this skillirinabuht12-oss/marketing-skills | 4.1k | — | ~681 | Automated safety check: Pass | None | |
| Find Hypertable Candidatestimescale/pg-aiguide | 1.9k | 1 repos | ~2.6k | Automated safety check: Pass | Apache-2.0 | |
| Setup Timescaledb Hypertablestimescale/pg-aiguide | 1.9k | — | ~4.7k | Automated safety check: Pass | Apache-2.0 | |
| Apex Azure Kustojonathan-vella/apex | 217 | — | ~984 | Automated safety check: Pass | MIT | |
| Cja Dimension Analysisadobe/skills | 197 | — | ~3.3k | Automated safety check: Pass | Apache-2.0 | |
| Cjms Empirical Validationbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~783 | Automated safety check: Pass | MIT |
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ANALYSIS SKILL — Query and analyze data in Azure Data Explorer (Kusto/ADX) using KQL.
Cja Dimension Analysis
adobe/skills
Comprehensive dimension analysis and reporting for CJA. An agent skill from adobe/skills.
Cjms Empirical Validation
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when designing the real-data validation of a 《中国管理科学》 (Chinese Journal of Management Science) manuscript — forecasting and financial-engineering strands: data provenance…
Sealeap Hundun Amazon Blue Ocean Filter Differentiation
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Narrow blue-ocean product candidates using a combined filter of search-demand floor, competing-listing count ceiling, minimum price floor, non-seasonality, click-concentration ceiling and an ad-cost…
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Related
Works with
Categories
Questions about Roas Forecasting
What does Roas Forecasting do?
Projects your ROAS for the next 30, 60, and 90 days based on current performance trends, seasonality patterns from your historical data, and planned budget or campaign changes. Roas Forecasting is an agent skill from irinabuht12-oss/marketing-skills. Projects your ROAS for the next 30, 60, and 90 days based on current performance trends, seasonality patterns from your historical data, and planned budget or campaign changes.
When should I use Roas Forecasting?
Roas Forecasting fits situations like: tasks that involve Paid advertising; tasks that involve Forecasting and time series.
How do I install Roas Forecasting in Claude Code?
Run `npx skills add irinabuht12-oss/marketing-skills --skill roas-forecasting -a claude-code`. Or copy the skill folder (skills/roas-forecasting in irinabuht12-oss/marketing-skills) into .claude/skills/roas-forecasting in your project. Claude Code loads it when a task matches its description.
How do I install Roas Forecasting in Codex?
Run `npx skills add irinabuht12-oss/marketing-skills --skill roas-forecasting -a codex`. Or copy the skill folder (skills/roas-forecasting in irinabuht12-oss/marketing-skills) into .agents/skills/roas-forecasting in your project. Codex loads it when a task matches its description.
Can I use Roas Forecasting 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 irinabuht12-oss/marketing-skills --skill roas-forecasting -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/roas-forecasting, .gemini/skills/roas-forecasting, .github/skills/roas-forecasting and .opencode/skills/roas-forecasting in your project.
What does Roas Forecasting need to run?
Going by SKILL.md and its folder, Roas Forecasting needs the command-line tools its instructions call (claude).
Does Roas Forecasting access the network?
SKILL.md names 2 domains. In commands or code: connector.get-ryze.ai; the agent is likely to contact it when it follows the instructions. As links in the text: get-ryze.ai. This is read from the text; nothing was executed.
Is Roas Forecasting 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 Roas Forecasting use?
No licence was found for Roas Forecasting or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Roas Forecasting use?
About 681 tokens (SKILL.md is roughly 2.7k 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 Roas Forecasting?
Skills that share tags, products or a category with Roas Forecasting: Find Hypertable Candidates (timescale/pg-aiguide, 1.9k stars), Setup Timescaledb Hypertables (timescale/pg-aiguide, 1.9k stars), Apex Azure Kusto (jonathan-vella/apex, 217 stars) and Cja Dimension Analysis (adobe/skills, 197 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Roas Forecasting?
irinabuht12-oss (a GitHub user) maintains it in irinabuht12-oss/marketing-skills, which has 4,053 GitHub stars. The repository holds 48 skills in this directory. The repository was last updated on September 24, 2026.
Source: irinabuht12-oss/marketing-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.