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Install in OpenClaw
/install pumpfun-sniper
Description
Score any pump.fun token CA for snipe safety (0-100) before buying. Analyzes dev wallet history, social links, liquidity, and holder concentration. Returns S...
Usage Guidance
This skill is coherent with its stated purpose, but before installing or running it: 1) Verify external endpoints — especially the Herokuapp URL used to fetch pump.fun metadata and the x402 facilitator URL used for payments — to ensure they are trustworthy. 2) Only provide a HELIUS_API_KEY if you understand its scope (it grants read-only access to Helius RPC for wallet/tx lookups; do NOT supply private keys). 3) If self-hosting, inspect api/server.py (payment flow, PAY_TO env) and run in an isolated environment after pip-installing api/requirements.txt. 4) Prefer running the local script with minimal privileges and check network calls (or run behind a network proxy) if you need to limit exfiltration. If you want higher assurance, ask the publisher for confirmation of the pump.fun API origins (why the Herokuapp endpoint is present) or run the scorer with HELIUS_API_KEY omitted (it will still work using default RPC but with reduced wallet-history signals).
Capability Analysis
Type: OpenClaw Skill
Name: pumpfun-sniper
Version: 1.0.0
The bundle provides a legitimate utility for scoring Solana 'pump.fun' tokens based on risk factors like developer history, liquidity, and holder concentration. The code in 'scripts/scorer.py' and 'api/server.py' performs standard API requests to blockchain data providers (Helius, DexScreener) and implements a transparent micro-payment protocol (x402) for its hosted version. No evidence of data exfiltration, malicious execution, or harmful prompt injection was found; the instructions in 'SKILL.md' accurately reflect the tool's functionality.
Capability Assessment
Purpose & Capability
Name/description match the code: the scorer inspects pump.fun metadata, DexScreener data, Solana RPC (optionally via Helius) and computes dev/social/liquidity/holder signals. Requested binary (python3) is appropriate. One inconsistency: registry metadata earlier reported “Required env vars: none,” while the SKILL.md and the code reference HELIUS_API_KEY (used for richer wallet/tx lookups). That difference should be reconciled but the HELIUS key is sensible for the described functionality.
Instruction Scope
SKILL.md instructs running the included Python scorer or using a hosted paid API; runtime actions are limited to network queries (pump.fun APIs, DexScreener, Solana RPC/Helius) and on-chain computations. Be aware the code contacts a Herokuapp URL (client-api-2-74b1891ee9f9.herokuapp.com) in addition to frontend-api.pump.fun and dexscreener — that Heroku endpoint is not obviously an official pump.fun domain and should be verified.
Install Mechanism
There is no automated install spec (instruction-only for the platform), but the bundle includes Python scripts and requirements.txt; you must pip-install dependencies to run. No unusual installers or downloads; risk is limited to running code you pull locally. If you plan to self-host, review api/server.py which also exposes a paid API flow (x402 facilitator URL).
Credentials
The only runtime secret referenced in code is HELIUS_API_KEY (optional — without it the scorer falls back to public Solana RPC). That key is proportionate to the purpose (to fetch wallet tx history). However, the package/registry metadata did not list required envs while the SKILL.md did, so metadata is inconsistent; confirm whether you must supply HELIUS_API_KEY before using.
Persistence & Privilege
Skill does not request elevated or persistent platform privileges (always:false). It does not modify other skills or system configs. Agent autonomous invocation is allowed by default but is not combined here with broad secret requests.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install pumpfun-sniper - After installation, invoke the skill by name or use
/pumpfun-sniper - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release of pumpfun-sniper:
- Score any pump.fun Solana token contract address (CA) for snipe safety (0–100).
- Analyzes dev wallet history, social links, liquidity, and holder concentration.
- Returns SNIPE / CAUTION / AVOID verdicts with detailed signal breakdown.
- Paid API endpoint available ($0.05/request via x402 Base).
- Includes agent usage instructions for local and API-based scoring.
Metadata
Frequently Asked Questions
What is pumpfun-sniper?
Score any pump.fun token CA for snipe safety (0-100) before buying. Analyzes dev wallet history, social links, liquidity, and holder concentration. Returns S... It is an AI Agent Skill for Claude Code / OpenClaw, with 388 downloads so far.
How do I install pumpfun-sniper?
Run "/install pumpfun-sniper" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is pumpfun-sniper free?
Yes, pumpfun-sniper is completely free (open-source). You can download, install and use it at no cost.
Which platforms does pumpfun-sniper support?
pumpfun-sniper is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created pumpfun-sniper?
It is built and maintained by Lougseus (@ultranumblol); the current version is v1.0.0.
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