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 agentmods add skills/nirholas/three.ws/pump-fun-composenpx skills add nirholas/three.ws --skill pump-fun-composegit clone --depth 1 https://github.com/nirholas/three.wsWrote 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/nirholas/three.ws/pump-fun-compose)<a href="https://agentmods.dev/skills/nirholas/three.ws/pump-fun-compose"><img src="https://agentmods.dev/badge/skills/nirholas/three.ws/pump-fun-compose.svg" alt="Measured on agentmods" height="20"></a>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 | $0.00000 | $0.00569 |
| Opus 5 | $0.00000 | $0.00284 |
| Sonnet 5 | $0.00000 | $0.00114 |
| Haiku 4.5 | $0.00000 | $0.00057 |
Grade A, and why
pump-fun-compose 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 2d 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 — 47 lines — stays where its author put it; the contents beside it link to each section on GitHub.
pump-fun-compose
Agent-level loops that compose pump-fun (read) and pump-fun-trade (sign).
| Tool | Loop |
|---|---|
researchAndBuy |
search → vet (curve, holders, creator) → quote → buy |
autoSnipe |
poll new tokens → vet → buy until session cap |
copyTrade |
watch a wallet's recent buys → mirror with size scaling |
rugExitWatch |
watch held mints → sell on concentration or dev-sell triggers |
Filters (manifest.config)
minHoldersForBuy— reject thin booksmaxTopHolderPct— reject whale-controlled suppliesrejectIfCreatorRugCount— reject repeat ruggersexitOnConcentrationPct/exitOnDevSellPct— exit triggerssessionSpendCapSol/perTradeSol— hard spend caps
Args supported by every loop
dryRun: true— vet/quote runs,buyToken/sellTokenare skipped andsig: nullis returned. Spend cap still ticks so a dry-run terminates the same way a live one would. Use it to validate filters before going live.sessionId: "<stable-string>"— persistsseen/mirrored/spent/exitedtoctx.memory(in-processMapfallback). Reusing the same id resumes a prior session — preventing a crash mid-loop from re-spending up to the cap.signal: AbortSignal— every poll, sleep, inner-loop, and outer-loop checkssignal.aborted. Stop is responsive (≤ ~1 RPC call) regardless ofpollMs.onProgress(evt)— called on every state change with{ type, mint?, sig?, spent?, reason? }. Drive a live UI off it.
The result data.reason indicates why the loop exited: 'aborted' | 'duration' | 'cap' | 'all-exited'.
Wiring
The host runtime injects:
ctx.skills.invoke('skill.tool', args)— sibling-skill callsctx.wallet— used by the trade skill (this one never touches keys directly)ctx.memory.note— every action is auditable
Composition example
await ctx.skills.invoke('pump-fun-compose.autoSnipe', { durationSec: 600 });
// then babysit positions
await ctx.skills.invoke('pump-fun-compose.rugExitWatch', {
mints: heldMints,
durationSec: 3600,
});
What ships with it
3 files 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.
- 2d ago First seen · 47 lines · 0 tokens per session scan A a6c59c3b2b19
pump-fun-compose is a skill published in the GitHub repository nirholas/three.ws (110 stars, last pushed yesterday), licensed Apache-2.0. It costs nothing until one of its globs matches a file; then it loads 569 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 2026-09-03.
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