Geo Fundamentals
wasp-lang/wasp
Generative Engine Optimization for AI search engines (ChatGPT, Claude, Perplexity).
A skill your agent uses when a teammate wants to find companies similar to a known account, asks "find lookalikes for [domain]", "companies like [client]", "similar to [domain]", "competitors of…
Install Predictleads Lookalikes
$ npx skills add Othmane-Khadri/YALC-the-GTM-operating-system --skill predictleads-lookalikes -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Othmane-Khadri/YALC-the-GTM-operating-system predictleads-lookalikes --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/Othmane-Khadri/YALC-the-GTM-operating-system.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/predictleads-lookalikes .claude/skills/predictleads-lookalikes && 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 "predictleads-lookalikes" agent skill from https://github.com/Othmane-Khadri/YALC-the-GTM-operating-system/tree/main/.claude/skills/predictleads-lookalikes into .claude/skills/predictleads-lookalikes/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "predictleads-lookalikes", 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/Othmane-Khadri/YALC-the-GTM-operating-system/tree/main/.claude/skills/predictleads-lookalikesType 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 Othmane-Khadri/YALC-the-GTM-operating-system --skill predictleads-lookalikes -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Othmane-Khadri/YALC-the-GTM-operating-system predictleads-lookalikes --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Othmane-Khadri/YALC-the-GTM-operating-system.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.claude/skills/predictleads-lookalikes .agents/skills/predictleads-lookalikes && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "predictleads-lookalikes" agent skill from https://github.com/Othmane-Khadri/YALC-the-GTM-operating-system/tree/main/.claude/skills/predictleads-lookalikes into .agents/skills/predictleads-lookalikes/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "predictleads-lookalikes", 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 Othmane-Khadri/YALC-the-GTM-operating-system --skill predictleads-lookalikes -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Othmane-Khadri/YALC-the-GTM-operating-system predictleads-lookalikes --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Othmane-Khadri/YALC-the-GTM-operating-system.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.claude/skills/predictleads-lookalikes .cursor/skills/predictleads-lookalikes && 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 "predictleads-lookalikes" agent skill from https://github.com/Othmane-Khadri/YALC-the-GTM-operating-system/tree/main/.claude/skills/predictleads-lookalikes into .cursor/skills/predictleads-lookalikes/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "predictleads-lookalikes", 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/Othmane-Khadri/YALC-the-GTM-operating-system.git --path .claude/skills/predictleads-lookalikes--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 Othmane-Khadri/YALC-the-GTM-operating-system --skill predictleads-lookalikes -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Othmane-Khadri/YALC-the-GTM-operating-system predictleads-lookalikes --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Othmane-Khadri/YALC-the-GTM-operating-system.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.claude/skills/predictleads-lookalikes .gemini/skills/predictleads-lookalikes && 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 "predictleads-lookalikes" agent skill from https://github.com/Othmane-Khadri/YALC-the-GTM-operating-system/tree/main/.claude/skills/predictleads-lookalikes into .gemini/skills/predictleads-lookalikes/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "predictleads-lookalikes", 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 Othmane-Khadri/YALC-the-GTM-operating-system predictleads-lookalikesInstalls 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 Othmane-Khadri/YALC-the-GTM-operating-system --skill predictleads-lookalikes -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/Othmane-Khadri/YALC-the-GTM-operating-system.git skills-src && mkdir -p .github/skills && cp -r skills-src/.claude/skills/predictleads-lookalikes .github/skills/predictleads-lookalikes && 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 "predictleads-lookalikes" agent skill from https://github.com/Othmane-Khadri/YALC-the-GTM-operating-system/tree/main/.claude/skills/predictleads-lookalikes into .github/skills/predictleads-lookalikes/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "predictleads-lookalikes", 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 Othmane-Khadri/YALC-the-GTM-operating-system --skill predictleads-lookalikes -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install Othmane-Khadri/YALC-the-GTM-operating-system predictleads-lookalikes --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Othmane-Khadri/YALC-the-GTM-operating-system.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.claude/skills/predictleads-lookalikes .opencode/skills/predictleads-lookalikes && 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 "predictleads-lookalikes" agent skill from https://github.com/Othmane-Khadri/YALC-the-GTM-operating-system/tree/main/.claude/skills/predictleads-lookalikes into .opencode/skills/predictleads-lookalikes/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "predictleads-lookalikes", 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
predictleads-lookalikes- GitHub stars
- 318
- Token cost
- ~683 tokens
- SKILL.md length
- 253 words
- Files
- 1
- Skills in repo
- 57
- Repo updated
- First seen
- Licence
- MIT
At a glance
A skill your agent uses when a teammate wants to find companies similar to a known account, asks "find lookalikes for [domain]", "companies like [client]", "similar to [domain]", "competitors of…
- A teammate wants to find companies similar to a known account
- SKILL.md covers When to use, Quick reference, Cost and Output shape, plus 2 more sections
- Calls npx; needs PREDICTLEADS_API_KEY and PREDICTLEADS_API_TOKEN
- Asks find lookalikes for [domain]
What it does
Predictleads Lookalikes is an agent skill from Othmane-Khadri/YALC-the-GTM-operating-system. Use when a teammate wants to find companies similar to a known account, asks "find lookalikes for [domain]", "companies like [client]", "similar to [domain]", "competitors of [company]", or "expand the target list from [client]". Pure account discovery — no outreach drafting, no CMO finding.
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 Marketing & SEO. The repository describes itself as: YALC 1.0, the open-source Clay alternative. MIT, CLI-first, self-hosted, runs in Claude Code. Yalc today is an intelligent orchestration layer that runs pre configured GTM agents…. The licence is MIT.
When your agent uses it
- A teammate wants to find companies similar to a known account
- Asks find lookalikes for [domain]
- Companies like [client]
- Similar to [domain]
Example prompts
- “find lookalikes for [domain]”
- “companies like [client]”
- “similar to [domain]”
- “/predictleads-lookalikes”
Requirements
- Node.js
- A credential in PREDICTLEADS_API_KEY
- A credential in PREDICTLEADS_API_TOKEN
What it can do on your machine
Read from SKILL.md and the folder at commit 5686d1f. 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:
npx
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use npx, which can reach the network depending on how they are called.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names these keys or tokens, usually read from environment variables:
PREDICTLEADS_API_KEYPREDICTLEADS_API_TOKEN
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Predictleads Lookalikes loads about 683 tokens when it runs. Until then it costs about 79 tokens; SKILL.md has 253 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: notes
The automated check noted patterns worth knowing about, such as sudo or a known installer.
- NoteMentions a .env fileSKILL.md:56
+ `PREDICTLEADS_API_TOKEN` in `~/.gtm-os/.env`. See `TEAM_SETUP.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 Othmane-Khadri/YALC-the-GTM-operating-system at commit 5686d1f, republished under its MIT licence (© Othmane-Khadri). 253 words, ~683 tokens.
Download SKILL.mdSave it as
.claude/skills/predictleads-lookalikes/SKILL.md (or your agent's skills folder).- name
- predictleads-lookalikes
- description
- Use when a teammate wants to find companies similar to a known account, asks "find lookalikes for [domain]", "companies like [client]", "similar to [domain]", "competitors of [company]", or "expand the target list from [client]". Pure account discovery — no outreach drafting, no CMO finding.
PredictLeads Lookalikes (account discovery)
Pulls up to 50 companies similar to a seed domain via PredictLeads' similar_companies endpoint. Returns ranked results with a similarity score (0–1) and (when available) a sentence explaining why each is similar. Cheapest possible discovery: 1 credit per seed domain.
When to use
- Expanding a target list from a known anchor account ("find more like Stripe")
- Sanity-checking that a prospect fits an existing client's pattern
- Building a watchlist of competitors for monitoring
- First step of
prospect-discovery-pipeline(but use that skill if outreach is downstream)
Don't use when: you need contacts/CMOs at the lookalikes (use prospect-discovery-pipeline); you want signal data on a single known company (use predictleads-signals).
Quick reference
# 50 lookalikes from a seed domain (1 credit)
npx tsx src/cli/index.ts signals:similar --domain stripe.com --limit 50
# Tighter list (still 1 credit per call)
npx tsx src/cli/index.ts signals:similar --domain linear.app --limit 20
# Read back from local SQLite (no API call)
npx tsx src/cli/index.ts signals:show --domain stripe.com --type similarCost
Always 1 credit per seed domain regardless of --limit. Result rows land in company_signals with signal_type='similar_company' and stay cached for 7 days.
Output shape
Each result is a domain + score + reason:
deel.com (score=0.85)
remote.com (score=0.849)
oysterhr.com (score=0.848) — Both provide global EOR services for distributed teams.Reasons are populated for some seed domains and not others (PredictLeads inconsistent). Score above 0.80 typically means strong match in their model.
Common pitfalls
- Megacaps in results: PredictLeads returns market peers including SAP, Microsoft, Google for many B2B SaaS seeds. Filter by hand or via Crustdata
company_identifybefore going further. - Multiple seed merge: if you run two seeds (
stripe.comandlinear.app), results are stored separately by source domain. Dedupe in code or useprospect-discovery-pipelinewhich handles the merge. similar_companyrows have no event date: they're a lookup, not an event. Don't sort by event_date; sort by score (in payload) or position.
Required env
PREDICTLEADS_API_KEY + PREDICTLEADS_API_TOKEN in ~/.gtm-os/.env. See TEAM_SETUP.md.
© Othmane-Khadri, 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 .claude/skills/predictleads-lookalikes of Othmane-Khadri/YALC-the-GTM-operating-system.
Open the folder on GitHubat commit 5686d1f
Compare with similar skills
Predictleads Lookalikes 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 |
|---|---|---|---|---|---|---|
| Predictleads Lookalikes this skillOthmane-Khadri/YALC-the-GTM-operating-system | 318 | — | ~683 | Automated safety check: Notes | MIT | |
| Geo Fundamentalswasp-lang/wasp | 19k | 9 repos | ~861 | Automated safety check: Pass | MIT | |
| Ab Testingcoreyhaines31/marketingskills | 54k | 3 repos | ~3.1k | Automated safety check: Pass | MIT | |
| Hreflang and International SEOAgriciDaniel/claude-seo | 19k | 5 repos | ~3.4k | Automated safety check: Pass | MIT | |
| Referralscoreyhaines31/marketingskills | 54k | 2 repos | ~2.6k | Automated safety check: Pass | MIT | |
| SEO GeoReScienceLab/opc-skills | 1.8k | 4 repos | ~2.1k | Automated safety check: Pass | Apache-2.0 |
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Related
Categories
Questions about Predictleads Lookalikes
What does Predictleads Lookalikes do?
A skill your agent uses when a teammate wants to find companies similar to a known account, asks "find lookalikes for [domain]", "companies like [client]", "similar to [domain]", "competitors of…. Predictleads Lookalikes is an agent skill from Othmane-Khadri/YALC-the-GTM-operating-system. Use when a teammate wants to find companies similar to a known account, asks "find lookalikes for [domain]", "companies like [client]", "similar to [domain]", "competitors of [company]", or "expand the target list from [client]".
When should I use Predictleads Lookalikes?
Predictleads Lookalikes fits situations like: A teammate wants to find companies similar to a known account; asks find lookalikes for [domain]; companies like [client]; similar to [domain].
How do I install Predictleads Lookalikes in Claude Code?
Run `npx skills add Othmane-Khadri/YALC-the-GTM-operating-system --skill predictleads-lookalikes -a claude-code`. Or copy the skill folder (.claude/skills/predictleads-lookalikes in Othmane-Khadri/YALC-the-GTM-operating-system) into .claude/skills/predictleads-lookalikes in your project. Claude Code loads it when a task matches its description.
How do I install Predictleads Lookalikes in Codex?
Run `npx skills add Othmane-Khadri/YALC-the-GTM-operating-system --skill predictleads-lookalikes -a codex`. Or copy the skill folder (.claude/skills/predictleads-lookalikes in Othmane-Khadri/YALC-the-GTM-operating-system) into .agents/skills/predictleads-lookalikes in your project. Codex loads it when a task matches its description.
Can I use Predictleads Lookalikes 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 Othmane-Khadri/YALC-the-GTM-operating-system --skill predictleads-lookalikes -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/predictleads-lookalikes, .gemini/skills/predictleads-lookalikes, .github/skills/predictleads-lookalikes and .opencode/skills/predictleads-lookalikes in your project.
What does Predictleads Lookalikes need to run?
Going by SKILL.md and its folder, Predictleads Lookalikes needs the command-line tools its instructions call (npx) and credentials named PREDICTLEADS_API_KEY and PREDICTLEADS_API_TOKEN. Our summary lists: Node.js; A credential in PREDICTLEADS_API_KEY; A credential in PREDICTLEADS_API_TOKEN.
Does Predictleads Lookalikes access the network?
SKILL.md contains no URLs. Its commands use npx, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Is Predictleads Lookalikes safe to install?
Our automated static check of SKILL.md found notes only (mentions a .env file), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.
What licence does Predictleads Lookalikes use?
Predictleads Lookalikes 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 Predictleads Lookalikes use?
About 683 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 Predictleads Lookalikes?
Skills that share tags, products or a category with Predictleads Lookalikes: Geo Fundamentals (wasp-lang/wasp, 19k stars), Ab Testing (coreyhaines31/marketingskills, 54k stars), Hreflang and International SEO (AgriciDaniel/claude-seo, 19k stars) and Referrals (coreyhaines31/marketingskills, 54k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Predictleads Lookalikes?
Othmane-Khadri (a GitHub user) maintains it in Othmane-Khadri/YALC-the-GTM-operating-system, which has 318 GitHub stars. The repository holds 57 skills in this directory. The repository was last updated on August 20, 2026.
Source: Othmane-Khadri/YALC-the-GTM-operating-system on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.