Time Sensitive Sequence logo

Time Sensitive Sequence

Organization
swan-gtm
time-sensitive-sequence

Use this skill when outreach is only worth sending until a moment passes and must stop by itself, with nobody remembering to stop it: pre-event meeting outreach, a dinner that needs same-day attendees after cancellations, a webinar invite, a closing offer. Produces one group of sequences per event, copy that stays true until the cutoff, and a scheduled kill job that stops everything left in the group at the cutoff. Also answers "self-killing sequence", "sequence that expires", "stop outreach after the event date", "last-minute dinner invites", "pre-event outreach".

Overview

Publisherswan-gtm
Repositorygtm-skills
Skill nametime-sensitive-sequence
Stars
216
Forks
103
Bundled files
4
LicenseMIT
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • 4 bundled files

    Scripts, templates, and references the model can read while it works. Files are read-only and never executed.

  • Open source

    Published by swan-gtm on GitHub. Read the source before you install it.

Installation

Install the Time Sensitive Sequence AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/swan-gtm/gtm-skills/tree/main/skills/ariel-cohen/time-sensitive-sequence
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/swan-gtm/gtm-skills.git /tmp/gtm-skills
mkdir -p .claude/skills
cp -r /tmp/gtm-skills/skills/ariel-cohen/time-sensitive-sequence .claude/skills/time-sensitive-sequence
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Time Sensitive Sequence in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Time Sensitive Sequence on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Time Sensitive Sequence is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Applies when a message becomes wrong or useless after a specific moment. Produces sequences plus a scheduled kill that ends them at that moment.

A sequence has no end date. Steps run on waits, and a LinkedIn message can sit for days waiting for a connection to be accepted. Left alone, a pre-event sequence sends "let's meet next week" during event week, and a dinner invite lands after the dinner. The cure has two halves: plan the cadence backwards from the cutoff, and schedule a kill that catches whatever is still alive at the cutoff.

The play

  1. Set the cutoff. The cutoff is the earlier of two moments: when the copy stops being true, and the last moment an invite is still useful for this kind of event. Read references/cutoff-rules.md for the rules by copy phrase and event type. State the cutoff as a date, time and timezone.
  2. Check what the platform can do. Confirm the six capabilities and look up the seven numbers in references/platform-assumptions.md. If a capability is missing, use its fallback there, not a guess.
  3. Check feasibility. Work out when the first message can go out and when the last step can run inside the sending window. Divide contacts by daily limits per inbox and add what already waits in the queue. If the list cannot clear before the cutoff, cut the list or add an inbox. Do not build sequences that mostly die in the queue.
  4. Choose channels. Use both LinkedIn and email when there is time, because they reach different people. Drop LinkedIn when the cutoff is too close for a connection to be accepted and a message to follow. Drop email for people who only respond on LinkedIn. Decide per event and per list, and say why.
  5. Plan the cadence backwards. Place the last step at least one sending window before the cutoff, with short waits of one to two days. Write copy that is true right up to the cutoff: real dates and times, never "next week" or "this Thursday" unless the cutoff rules say it is safe. Read references/copy-examples.md for real event copy and which phrases in it go stale.
  6. Make one group per event. Three dinners means three groups, three cutoffs, three kill jobs. Never mix cutoffs in one group, because the kill stops the whole group. Put the cutoff in the group's description.
  7. Build the sequences in the group, in the event's timezone. Leave them for approval unless the owner explicitly said to send automatically.
  8. Arm the kill job before you call it done. Read references/kill-job.md for the schedule and the hand-off instructions. If you cannot arm it, say so first and do not approve or send.
  9. Report the group, number of sequences, last planned send, cutoff in the owner's timezone and in UTC, and what the kill will and will not touch.

What good looks like

  • The best operators write the cutoff down before the copy. They pick the kill time first, then write backwards. The mediocre version writes a good sequence and adds a stop date as an afterthought, so the copy still says "next week".
  • The kill is a sweep, not a list. It finds whatever is alive in the group at the cutoff, including contacts added after the job was created and people stuck waiting for a connection. A kill built from a fixed list of ids misses them.
  • Judgment at the real moment beats the rule. Cutoffs for a dinner or a webinar are starting points. On the day, if the dinner moves or fills, the owner moves the cutoff or stops the group now.
  • Replies are left alone. Someone who answered is in a live conversation. The kill never touches them, and the report lists them first, because they need a human reply.
  • You can tell it worked by re-listing the group after the cutoff: nothing is running, nothing sent after the cutoff, every replier was told to the owner.

Rules

  • MUST set the cutoff before writing copy, and MUST state it with date, time and timezone.
  • MUST use one group and one kill job per cutoff.
  • MUST arm the kill job before approving or sending anything.
  • MUST leave contacts who replied untouched and report them to the owner.
  • MUST check the cutoff against the copy: any relative time phrase ("next week", "tomorrow", "tonight") needs a cutoff that keeps it true.
  • NEVER build when the cutoff has passed or is too close to clear the queue. Suggest a direct message instead.
  • NEVER let the kill job create, send or edit outreach. It only stops, re-checks and reports.
  • NEVER hard-code a list of sequences into the kill job. It sweeps the group at run time.

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

Frequently asked questions

What does the Time Sensitive Sequence AI skill do?

Use this skill when outreach is only worth sending until a moment passes and must stop by itself, with nobody remembering to stop it: pre-event meeting outreach, a dinner that needs same-day attendees after cancellations, a webinar invite, a closing offer. Produces one group of sequences per event, copy that stays true until the cutoff, and a scheduled kill job that stops everything left in the group at the cutoff. Also answers "self-killing sequence", "sequence that expires", "stop outreach after the event date", "last-minute dinner invites", "pre-event outreach".

Why use Time Sensitive Sequence on TypingMind?

Because you install it once and use it with any model. Time Sensitive Sequence is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Time Sensitive Sequence in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/swan-gtm/gtm-skills/tree/main/skills/ariel-cohen/time-sensitive-sequence. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Time Sensitive Sequence?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Time Sensitive Sequence?

As many as you like. As long as a model supports skills, you can use Time Sensitive Sequence with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Time Sensitive Sequence AI skill free?

Yes. It is published on GitHub by swan-gtm under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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