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meme-rush

Live launchpad feed + AI hot topics for meme tokens. (1) meme-rush: real-time lifecycle feed on launchpads (Pump.fun, Four.meme) — brand-new launches, currently-finalizing / bonding-curve tokens, and just-migrated-to-DEX tokens; filter by dev behavior, age, market cap. (2) topic-rush: AI-detected hot market narratives with the associated tokens ranked by inflow. Use for: "new pump.fun launches", "what just migrated", "currently bonding", "hot narratives", "what topic is pumping right now", "live launchpad feed", "AI hot topics".

71

Quality

86%

Does it follow best practices?

Impact

No eval scenarios have been run

SecuritybySnyk

Advisory

Suggest reviewing before use

SKILL.md
Quality
Evals
Security

Quality

Content

72%

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

This is a well-structured skill that provides highly actionable CLI commands with clear enum definitions and formatting rules. Its main weaknesses are some redundancy between sections (How to Call APIs vs Commands table) and the lack of error-handling guidance. The progressive disclosure to references/cli.md is well-executed, though the inline dump of optional filter names is borderline verbose.

Suggestions

Add a brief error-handling section describing what the CLI returns on failure and how the agent should respond (retry, inform user, etc.)

Remove the 'How to Call APIs' section since the Commands table already contains the same examples, or consolidate into a single section

DimensionReasoningScore

Conciseness

The content is mostly efficient but has some redundancy — the Commands table repeats the same examples already shown in 'How to Call APIs', and the optional filters for meme-rush are listed as a massive inline blob that could be deferred entirely to the reference file. Some explanatory notes (like icon URL prefix, taxRate visibility) are well-placed, but the overall density could be tightened.

2 / 3

Actionability

Provides fully executable CLI commands with concrete JSON arguments, clear enum definitions with exact numeric values, and specific formatting rules (percentage fields, icon URL prefix). Claude can copy-paste these commands directly and knows exactly which parameters to use.

3 / 3

Workflow Clarity

The skill clearly maps user intent to commands and provides required args, but there's no explicit workflow for error handling or validation — no guidance on what to do when the CLI returns an error, no timeout behavior description, and no feedback loop for invalid parameters. The mention that 'the CLI owns upstream error mapping' is vague without specifying what the agent should do with errors.

2 / 3

Progressive Disclosure

The skill provides a clear overview with essential information inline (enums, required args, key rules) and appropriately defers the full parameter tables, return-field tables, and response samples to references/cli.md with a well-signaled one-level-deep reference. The inline optional filter list is borderline but serves as a quick-scan index.

3 / 3

Total

10

/

12

Passed

Description

100%

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

This is a well-crafted skill description that clearly defines two distinct capabilities (meme-rush and topic-rush), provides concrete actions and filtering criteria, and includes an explicit 'Use for' clause with natural trigger phrases. The description occupies a very specific niche in crypto/meme token monitoring, making it highly distinguishable from other skills. The numbered structure and specific platform names add clarity.

DimensionReasoningScore

Specificity

Lists multiple specific concrete actions: real-time lifecycle feed on launchpads, brand-new launches, currently-finalizing/bonding-curve tokens, just-migrated-to-DEX tokens, filtering by dev behavior/age/market cap, AI-detected hot market narratives with tokens ranked by inflow.

3 / 3

Completeness

Clearly answers both 'what' (real-time launchpad feed with lifecycle tracking, AI-detected narratives with ranked tokens) and 'when' (explicit 'Use for:' clause with multiple trigger phrases covering the main use cases).

3 / 3

Trigger Term Quality

Includes strong natural trigger terms users would actually say: 'new pump.fun launches', 'what just migrated', 'currently bonding', 'hot narratives', 'what topic is pumping right now', 'live launchpad feed', 'AI hot topics'. Also mentions specific platform names like Pump.fun and Four.meme.

3 / 3

Distinctiveness Conflict Risk

Highly distinctive niche — meme token launchpad monitoring and AI narrative detection is very specific. Terms like 'Pump.fun', 'bonding curve', 'meme tokens', 'launchpad feed' are unlikely to conflict with other skills.

3 / 3

Total

12

/

12

Passed

Validation

100%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation11 / 11 Passed

Validation for skill structure

No warnings or errors.

Repository
binance/binance-skills-hub
Reviewed

Table of Contents

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