YALC The GTM Operating System
AI-native GTM operating system. CLI-first. Open source Clay alternative.
Supply asset profile
Marketing and growth automation
SEO, content operations, lead generation, CRM, email automation, analytics, and growth workflows.
Scenario
Sales and CRM
I need my agent to enrich leads, update CRM records, and prepare sales follow-ups.
Agent fit
Claude Code + Browser agents + CLI
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add Othmane-Khadri/YALC-the-GTM-operating-system
Maintenance
fresh
14d since push
Risk
Needs review
Permission surface may require sandboxing
GitHub quality
238
81/100 quality · 75/100 trust
Coverage tags
Review notes
Permission surface may require sandboxing · Quality score needs review
Agent adoption scorecard
Trust, audit, and install readiness at a glance
These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.
Quality
StrongSolid option that is likely worth shortlisting for production workflows.
Trust
Sandbox onlyUseful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
Audit
Needs reviewInstall readiness, security metadata, maintenance, and adoption risk.
Trust Score v5
Human review before install
Run only in a sandbox and compare close alternatives before using it for real work.
Stars
238 GitHub stars
Repo activity
238 stars, 84 forks
Maintenance
14d since push
License
MIT
Install
npx skills add Othmane-Khadri/YALC-the-GTM-operating-system
Install safety
standard package or runtime install path
Permission surface
shell or command execution, filesystem or document access
Agent outcomes
No agent outcome data yet
Docs
Usable metadata, review docs
Risk summary
Review before production
- Quality score needs review
- Permission surface needs review: shell or command execution, filesystem or document access
- Permission surface: shell or command execution, filesystem or document access
Install readiness
Install path available
- Install path is available
- Repository evidence is available
- License is declared
- No Agent Proven outcome evidence yet
Agent-readable metadata
Machine-readable decision data for this skill.
Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.
Suited tasks
- Sales and CRM workflows
- Claude Code teams
- builders willing to evaluate younger projects
- Research accounts
Suited agents
Install decision
- Command
- npx skills add Othmane-Khadri/YALC-the-GTM-operating-system
- Policy
- review
- Human review
- yes
Trust and risk
- Trust
- 67/100
- Audit
- 83/100
- Risk level
- Needs review
Outcome loop
- Endpoint
- /api/agent/outcome
- Event ID
- resolve
- Outcomes
- 5
Install command
npx skills add Othmane-Khadri/YALC-the-GTM-operating-systemDo not use when
- teams that need a vendor-supported SLA
- high-compliance environments without internal security review
- No major risk signals from current metadata
- High-risk permission hints: Shell or command execution
- Permission surface may require sandboxing
Alternative
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Alternative
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180 stars
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Alternative
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Agent safety v2
51/100 · Avoid automatic install
Sparse or mixed signals. Useful for discovery, but not for autonomous installation.
Test manually in an isolated workspace and compare against safer alternatives.
high
Shell or command execution
Skill metadata references terminal, CLI, shell, subprocess, or command execution workflows.
medium
Browser automation
Skill may drive a browser or interact with web pages.
medium
Network access
Skill likely fetches remote pages, APIs, repositories, or external services.
medium
Filesystem access
Skill may read or write project files, documents, generated artifacts, or local workspace state.
- High-risk permission hints: Shell or command execution
- Permission surface may require sandboxing
Install targets
Install this skill in your agent workflow
Copy the registry command or an agent-specific install prompt for Codex, Claude Code, and Cursor.
OpenAgentSkill CLI
Use the registry command when your workflow supports the OpenAgentSkill installer.
$ npx skills add Othmane-Khadri/YALC-the-GTM-operating-systemAgent resolve plan
Let an agent verify fit before installing.
The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.
Resolve JSON
/api/agent/resolve?task=Use%20YALC%20The%20GTM%20Operating%20System%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20YALC%20The%20GTM%20Operating%20System%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/othmane-khadri-yalc-the-gtm-operating-system/install
Agent should check
- Task fit and alternatives from Resolve API.
- Audit score, trust score, and safety policy warnings.
- Install target compatibility for Codex, Claude Code, Cursor, or CLI.
Copy prompt
Task: Use YALC The GTM Operating System in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20YALC%20The%20GTM%20Operating%20System%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/othmane-khadri-yalc-the-gtm-operating-system/install
Install command: npx skills add Othmane-Khadri/YALC-the-GTM-operating-system
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.Agent handoff
Give an agent the install path, not another directory page.
Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.
Install handoff
/api/skills/othmane-khadri-yalc-the-gtm-operating-system/install
LLM text format
/api/skills/othmane-khadri-yalc-the-gtm-operating-system/install?format=text
Find alternatives
/api/skills/search?q=YALC%20The%20GTM%20Operating%20System&limit=3
Agent prompt
Use YALC The GTM Operating System for this task. Review https://www.openagentskill.com/api/skills/othmane-khadri-yalc-the-gtm-operating-system/install, then install with: npx skills add Othmane-Khadri/YALC-the-GTM-operating-systemRegistry metadata
Agent-readable profile for automatic skill selection.
This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.
Manifest
/api/registry/manifest/othmane-khadri-yalc-the-gtm-operating-system
LLM text
/api/registry/manifest/othmane-khadri-yalc-the-gtm-operating-system?format=text
Install alias
/api/registry/install/othmane-khadri-yalc-the-gtm-operating-system
Recommend
/api/registry/recommend?task=Use%20YALC%20The%20GTM%20Operating%20System%20in%20an%20agent%20workflow&limit=3
Agent fit
Sales and CRM
Use-case tags
Platforms
TypeScript, Sales Automation, Claude Code, Browser agents
Audit report
Needs review · 83/100
Review install readiness, maintenance, trust, quality, and metadata warnings before adding this skill to an agent workflow.
Agent decision cockpit
Companion skill for Sales and CRM
Shortlist this skill and compare it with close alternatives before production adoption.
Role in stack
Companion skill
Primary fit
Sales and CRM
Trust label
Strong shortlist
Install path
Command ready
Use when
- Sales and CRM workflows
- Claude Code teams
- builders willing to evaluate younger projects
Evidence
- recent repository activity
- install command or GitHub repo available
- 81/100 quality profile
- 4 OpenAgentSkill engagement events
Review first
- No major risk signals from current metadata
Implementation path
- 1Install it in a sandbox agent and run one Sales and CRM task end to end.
- 2Compare output quality, latency, and failure behavior against at least one alternative.
- 3Promote it into production only after reviewing repository permissions, license, and maintenance signals.
Trust profile
Sandbox only
Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
GitHub adoption
INFO238 GitHub stars
Stars/forks activity
INFO238 stars, 84 forks; issue activity unavailable in current metadata
Recent maintenance
PASS14d since push
License clarity
PASSMIT
Good signals
- AI review approved
- Install path is available
- Repository evidence is available
- Recently maintained repository
- Install command has no obvious high-risk pattern
- Outcome loop is ready but needs first real agent run
Review before install
- Quality score needs review
- Permission surface needs review: shell or command execution, filesystem or document access
- Permission surface: shell or command execution, filesystem or document access
- No real agent outcome reports yet
- Human review required before unattended installation
Recommended action
Run only in a sandbox and compare close alternatives before using it for real work.
Quality profile
Strong candidate for agent workflows
Solid option that is likely worth shortlisting for production workflows.
Workflow fit
Use this skill in these scenarios
Manage pipeline work
Sales and CRM
I need my agent to enrich leads, update CRM records, and prepare sales follow-ups.
Build and ship code
Coding agents
I need a coding agent that can understand a repository, edit code, and review pull requests.
Search private knowledge
RAG and knowledge
I need my agent to build a RAG workflow over documents and retrieve reliable context.
Stack fit
Add it to a complete workflow
Turn skills into distribution
Content growth agent
A stack for turning newly indexed skills into SEO briefs, social drafts, comparison pages, and reusable publishing workflows.
Inspect, patch, and verify code
Coding review agent
A stack for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.
Ingest, retrieve, and cite
RAG knowledge base
A stack for document-heavy agents that ingest files, create searchable knowledge, retrieve relevant context, and answer with grounded sources.
Alternative shortlist
Compare before you install
Similar skills in this category, ranked with the same readiness and quality signals.
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Google Reviews API integration and scalable Google Reviews Scraper for extracting ratings, review text, and business insights from Google Maps using a structured Google Review API.
Overview
AI-native GTM operating system. CLI-first. Open source Clay alternative.
Imported by the skill-only GitHub discovery pipeline because it matches agent skill, automation, domain workflow, RAG, document-processing, data, finance, security, or developer-tool signals. Protocol-server projects are excluded from automated imports.
Platform Compatibility
Technical Details
- Version
- 1.0.0
- License
- MIT
- Last Updated
- 6/21/2026
- Published
- 6/21/2026
Frameworks & Tools
Decision snapshot
Companion skill
recent repository activity
Audit snapshot
Install review
Install and adoption review
- Security
- 80/100
- Maintenance
- 100/100
- Install
- 92/100
Agent-proven evidence
Agent Proven evidence
Outcome reports after resolve, review, install, and one narrow run.
- Success rate
- —
- Recent failure
- —
- Outcomes
- 0
- Output quality
- —
- Failed
- 0
- Not relevant
- 0
- Installs
- 0
- Risk blocked
- 0
- Setup needed
- 0
- Production
- 0
No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.
Install
Add to agent workflow
Free and open source. Review the audit before production use.
Growth loop
Share kit
Scenario-led draft for YALC The GTM Operating System, ready for a manual X post.
Most web agents fail in the boring part: messy pages, missing context, repeatable extraction. YALC The GTM Operating System gives agents a cleaner path to browse, ex... 238 stars https://www.openagentskill.com/skills/othmane-khadri-yalc-the-gtm-operating-system?ref=x #AIAgents
Optional reply with install command
Listing + install path for YALC The GTM Operating System: https://www.openagentskill.com/skills/othmane-khadri-yalc-the-gtm-operating-system?ref=x Install: npx skills add Othmane-Khadri/YALC-the-GTM-operating-system
Listing source
Community indexed
This listing was indexed from public sources and is not marked official until a maintainer claim is approved.
- Creator
- Othmane-Khadri
- Indexed by
- OpenAgentSkill community index
Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.
Claim this skillOwner claim
Claim this skill listing
This community indexed listing is attributed to Othmane-Khadri but is not marked official yet. Claim it to add a verified owner signal and make future launch, install, and audit updates easier to trust.
README badge
Add this badge to your GitHub README to show the listing, trust score, and install handoff.
[](https://www.openagentskill.com/skills/othmane-khadri-yalc-the-gtm-operating-system)Author
Othmane-Khadri
@othmane-khadri
Tags
Platform Fit
Health Signals
- GitHub stars
- 238
- Quality score
- 50/100
- Last GitHub push
- Jun 18, 2026
- Framework hints
- 2
- OpenAgentSkill views
- 4
- Install copies
- 0
- Outbound clicks
- 0
Community Signal
Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.
Trust & Safety
Sandbox only
- GitHub adoption238 GitHub starsINFO
- Stars/forks activity238 stars, 84 forks; issue activity unavailable in current metadataINFO
- Recent maintenance14d since pushPASS
- License clarityMITPASS
- README/SKILL.md completenessPublic metadata needs stronger README/SKILL.md contextINFO
- Dependency/runtime riskcommand execution surface, network or browser surfaceINFO
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