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signal-to-sequence

signal-to-sequence is a skill for Claude Code, Codex from KarlRaf/gtm-starter-kit. It costs 0 tokens per session (2,315 once invoked), scanned A, original, no licence file.

A campaign workflow that turns signals into sequences and saves the results in a dated campaign folder.

In plain words
What is it for?
Running campaigns and organising their output files by date and campaign name.
Why use it?
It gives campaign work a defined output location, but the description does not explain what signals or sequences it creates.

Skill for Claude CodeCodex

Which agent this was written for is unclear — body not stored (licence); the path alone says nothing.

not rated 215repo +2 changed 1mo ago A scan 0 tokens no licence

Good fit Running campaigns and organising their output files by date and campaign name.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/karlraf/gtm-starter-kit/signal-to-sequence
View source ↗ KarlRaf/gtm-starter-kit
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add KarlRaf/gtm-starter-kit --skill signal-to-sequence
Clone the repo
git clone --depth 1 https://github.com/KarlRaf/gtm-starter-kit

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for signal-to-sequence

README.md
[![agentmods](https://agentmods.dev/badge/skills/karlraf/gtm-starter-kit/signal-to-sequence/github.svg)](https://agentmods.dev/skills/karlraf/gtm-starter-kit/signal-to-sequence)
Your own site
<a href="https://agentmods.dev/skills/karlraf/gtm-starter-kit/signal-to-sequence"><img src="https://agentmods.dev/badge/skills/karlraf/gtm-starter-kit/signal-to-sequence/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for signal-to-sequence

Your own site · 80×15
<a href="https://agentmods.dev/skills/karlraf/gtm-starter-kit/signal-to-sequence"><img src="https://agentmods.dev/badge/skills/karlraf/gtm-starter-kit/signal-to-sequence.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 0 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,315 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin unknown No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00000 $0.02315
Opus 5.5 $0.00000 $0.00926
Sonnet 5.5 $0.00000 $0.00463
Haiku 4.5 $0.00000 $0.00231

Measured 1mo ago against content hash 4d11d30f556e, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

signal-to-sequence scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/signal-to-sequence/SKILL.md · 291 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 1mo ago Changed · +33 lines 4d11d30f556e
  2. 2mo ago First seen · 258 lines · 0 tokens per session scan A 8d91ef490c51

Subscribe to this mod's changes

signal-to-sequence is a skill published in the GitHub repository KarlRaf/gtm-starter-kit (215 stars, last pushed 23d ago), with no licence file. It costs nothing until one of its globs matches a file; then it loads 2,315 tokens. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

Marketing and SEOPlanning
Related

signal-to-sequence compared with skills from other repositories

signal-to-sequence next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
signal-to-sequenceKarlRaf/gtm-starter-kitSkill21523d agononeA0Claude Code, Codex
imagegenopenai/codexSkill134ktodayApache-2.0A113Codex
local-ai-agentsmicrosoft/ai-agents-for-beginnersSkill79kyesterdayMITA200Claude Code, Codex
playwright-climicrosoft/playwrightSkill100kyesterdayApache-2.0A19Claude Code
browser-automationopenclaw/openclawSkill394ktodayMITA36Claude Code
systematic-debuggingobra/superpowersSkill314k4d agoMITA21Claude Code
next-cache-components-adoptionvercel/next.jsSkill143ktodayMITA95Claude Code