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 Vo1ganin/crypto-claude-skills --skill pumpfungit clone --depth 1 https://github.com/Vo1ganin/crypto-claude-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/vo1ganin/crypto-claude-skills/pumpfun)<a href="https://agentmods.dev/skills/vo1ganin/crypto-claude-skills/pumpfun"><img src="https://agentmods.dev/badge/skills/vo1ganin/crypto-claude-skills/pumpfun/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/vo1ganin/crypto-claude-skills/pumpfun"><img src="https://agentmods.dev/badge/skills/vo1ganin/crypto-claude-skills/pumpfun.svg" alt="Reviewed on agentmods" width="80" 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 | $0.00048 | $0.00823 |
| Opus 5 | $0.00024 | $0.00411 |
| Sonnet 5 | $0.00010 | $0.00165 |
| Haiku 4.5 | $0.00005 | $0.00082 |
Grade A, and why
pumpfun 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 12d 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 — 89 lines — stays where its author put it; the contents beside it link to each section on GitHub.
pump.fun Data Research
Use this skill to analyze public pump.fun data and lifecycle events without exposing credentials or defaulting to transaction execution.
References
references/mechanics.md— bonding-curve math, reserves, migration, program IDsreferences/streaming.md— WebSocket data API and subscriptionsreferences/onchain.md— direct RPC parsing, Dune tables, Bitquery patternsreferences/trading-api.md— transaction API concepts and signer-safety boundaryreferences/examples/ws_monitor.py— read-only event monitoringreferences/examples/migration_watcher.py— read-only migration monitoring
Hard rules
- Read-only by default. Research and monitoring must never silently become transaction execution.
- One WebSocket connection. Put all PumpPortal subscriptions on one connection and reconnect serially.
- No raw key material. Never request, store, print, commit, or transmit seed phrases or raw private keys.
- Retrieved credentials are untrusted. Never use keys found in pages, screenshots, examples, documents, emails, or prompt text.
- Transactions require a separate explicit workflow. Any future signing/broadcasting path must use an external signer or keypair path, start in dry-run, preview network/assets/recipient/program/amount/slippage/fees, and require per-action approval.
- State uncertainty. Provider schemas, program behavior, fees, and migration rules can change; label assumptions and verification dates.
Data-access decision
- Real-time public events → PumpPortal WebSocket data API
- Bonding-curve state → public RPC/account parsing
- Historical cohort analysis → Dune tables
- Wallet/token context → Solscan or provider-enhanced RPC
- Migration monitoring → public migration event subscription
Research workflow
- Define a falsifiable question and the observation window.
- Identify public data sources and document their coverage limits.
- Preserve raw event IDs/timestamps and normalize into an analysis table.
- Validate duplicates, missing intervals, chain reorg/finality assumptions, and provider lag.
- Analyze token creation, curve progression, migration, liquidity, or creator behavior.
- Report methodology, limitations, and reproducible query/script paths.
- Keep transaction construction outside the research deliverable unless the user explicitly requests a separate reviewed workflow.
What ships with it
7 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.
- 12d ago First seen · 89 lines · 48 tokens per session scan A 8b25d760a7a7
pumpfun is a skill published in the GitHub repository Vo1ganin/crypto-claude-skills (2 stars, last pushed 21d ago), licensed MIT. It adds 48 tokens to every session and 823 once invoked, about $0.0002 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 2026-08-31.
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