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 champion-move-detectiongit 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/champion-move-detection)<a href="https://agentmods.dev/skills/swan-gtm/gtm-skills/champion-move-detection"><img src="https://agentmods.dev/badge/skills/swan-gtm/gtm-skills/champion-move-detection/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/champion-move-detection"><img src="https://agentmods.dev/badge/skills/swan-gtm/gtm-skills/champion-move-detection.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 | $0.00121 | $0.04544 |
| Opus 5 | $0.00060 | $0.02272 |
| Sonnet 5 | $0.00024 | $0.00909 |
| Haiku 4.5 | $0.00012 | $0.00454 |
Grade A, and why
champion-move-detection 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 13d 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 — 165 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Champion move detection
Once a month, detect champions and heavy users of your paying customers who changed jobs and moved to a new company. A known buyer bringing {{PRODUCT}} to their next company is one of your highest-conversion signals — score the new company and surface it as an MQL when it qualifies. Secondary purpose: catch churn risk on the account they left.
Template placeholders
Replace every {{...}} before enabling. See the setup checklist for the full list.
{{PRODUCT}}— Your product's name{{CRM}}— Your CRM (e.g. HubSpot, Salesforce, Attio){{SCORING_SKILL}}— Your account-scoring skill/process; this skill feeds moves into it as a high-intent signal{{LINKEDIN_LOOKUP}}— Live LinkedIn profile lookup tool (e.g. an Apify profile-search actor). Must return the profile's full experience section{{MQL_OWNER}}— Who owns champion-move MQL tasks and alerts{{DIGEST_CHANNEL}}— Where the monthly digest posts{{COMPETITORS}}— Your direct competitors (moves into these are logged, never scored){{WATCHLIST_MAX}}— Max watched people per account (default: 5){{REFRESH_WINDOW}}— Days before an account's watchlist is rebuilt (default: 90){{USAGE_WINDOW}}— Lookback for "materially active" usage (default: 90 days){{SELF_SERVE_THRESHOLD}}— Company size/funding below which a move is future pipeline, not an MQL (default: <50 employees AND ≤$10M raised){{TIER_FLOOR}}— Minimum tier a confirmed champion move scores (default: one tier above your standard mid-tier — mirror of a closed-lost floor if you run one)
Scan set (which accounts run each month)
Run across BOTH:
- All accounts in your Closed Won stage — the customer base.
- Any company carrying an active carried-forward champion — tagged
champion-moveAND holding an active[CHAMPION WATCHLIST]entry markedcarried-forward(see Phase 3.C). These are NOT customers; they are companies a proven serial champion moved into, tracked so you catch the person's NEXT move. A serial champion is your highest-value signal — never drop them because their current employer isn't a customer.
What ships with it
1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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.
- 13d ago First seen · 165 lines · 121 tokens per session scan A ffaf555e1277
champion-move-detection is a skill published in the GitHub repository swan-gtm/gtm-skills (150 stars, last pushed 2d ago), licensed MIT. It adds 121 tokens to every session and 4,544 once invoked, about $0.0006 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 2026-08-30.
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