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.
npx skills add swan-gtm/gtm-skills --skill multi-threading-coachgit clone --depth 1 https://github.com/swan-gtm/gtm-skillsWrote 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.
[](https://agentmods.dev/skills/swan-gtm/gtm-skills/multi-threading-coach)<a href="https://agentmods.dev/skills/swan-gtm/gtm-skills/multi-threading-coach"><img src="https://agentmods.dev/badge/skills/swan-gtm/gtm-skills/multi-threading-coach/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.
<a href="https://agentmods.dev/skills/swan-gtm/gtm-skills/multi-threading-coach"><img src="https://agentmods.dev/badge/skills/swan-gtm/gtm-skills/multi-threading-coach.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00160 | $0.01891 |
| Opus 5 | $0.00080 | $0.00945 |
| Sonnet 5 | $0.00032 | $0.00378 |
| Haiku 4.5 | $0.00016 | $0.00189 |
Grade A, and why
multi-threading-coach 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 9d 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.
How it starts
The opening of the file, as written. The whole thing — 157 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Purpose & When to Use
Single-threaded deals die. The champion goes on leave, changes jobs, loses an internal fight, or simply gets busy — and the deal goes dark with them. Gal's point is blunt: you win across a buying committee, not through one person. Multi-threading is not "cc more people." It is deliberately building a coalition — mapping who is involved, understanding who you can actually reach (access) versus who actually moves the decision (influence), and closing the gaps between them.
This skill coaches that motion. It maps the committee, scores every contact on access and influence, exposes single-thread risk, and produces a concrete coalition plan: who to reach, how, and what to say to each of them.
Run this skill when any of these are true:
- The deal runs entirely through one contact.
- You cannot confidently name who owns the decision, the budget, or the veto.
- A champion just went quiet and you have no other thread.
- You are entering a bigger, multi-stakeholder buying process (security, procurement, finance, exec sponsor all in play).
- You want a plan to reach a high-influence person you currently have no access to.
Do not treat this as a reason to spam the org. Multi-threading is coalition-building, not blast outreach. Each new thread needs a reason to exist and something in it for that person.
Procedure
Inputs you need
Collect these before scoring. Where you don't know something, do not guess — mark it
[CONFIRM WITH CHAMPION], because only the buyer truly knows their own org, and make
filling it a coalition task.
- Deal context: company, deal stage, value if known, the outcome the buyer wants.
- Every stakeholder you know of — champion, economic buyer, users, IT/RevOps, security, legal, procurement, finance, exec sponsor — with name, role, and how you know them.
- Your current relationship with each: have you spoken? met? only cc'd? never contacted?
- What each person cares about — their function's priorities and what "yes" requires from them.
- Known blockers or skeptics and why.
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.
- 9d ago First seen · 157 lines · 160 tokens per session scan A 5de33b17aa18
multi-threading-coach is a skill published in the GitHub repository swan-gtm/gtm-skills (150 stars, last pushed 2d ago), licensed MIT. It adds 160 tokens to every session and 1,891 once invoked, about $0.0008 per session on Opus 5. 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 2026-09-03.
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