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binance-leaderboard

On-chain wallet leaderboard and Gem Hunter analysis on Binance Web3. Query top trader rankings by PnL, win rate, volume, trade count, or token count across BSC/Solana/Base/ETH. Analyze individual wallet addresses with a 6-dimension scoring model (winrate/stability/drawdown/ tags/pnl/follow_friendly) plus AI archetype overlay. Query Gem Hunter to find wallets holding specific tokens. Save and load preset filter conditions and Gem Hunter configs. Trigger whenever the user mentions leaderboard, top traders, wallet analysis, Address Analysis, AddressScore, Gem Hunter, or wants to evaluate a wallet's trading quality — even if they don't say "leaderboard" explicitly.

74

Quality

92%

Does it follow best practices?

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SecuritybySnyk

Passed

No findings from the security scan

SKILL.md
Quality
Evals
Security

Quality

Content

85%Weight 40%Scale 1-5

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

The body is a well-structured, highly actionable CLI skill: executable commands throughout, clear multi-step flows with a write-back validation checkpoint, and clean one-level-deep progressive disclosure to two real reference files. Minor conciseness gains are available by deduplicating the scoring-model/rating restatements.

Suggestions

Deduplicate the scoring model overview and rating thresholds, which currently appear in both the 'Single Address Analyze' section and the 'Core Rules' section — keep the full detail in references/scoring.md and summarize once in the body.

For preset/config clearing and other batch operations, add an explicit retry-on-failure step to the write-back confirmation loop (e.g. if readback shows the data missing, retry once before reporting the issue to the user).

DimensionReasoningScore

Conciseness

Largely efficient — commands, parameter tables, and core rules are dense and assume Claude's competence — but some content overlaps across sections (e.g., the scoring model and rating thresholds are restated in both 'Single Address Analyze' and 'Core Rules'), which could be trimmed.

4 / 5

Actionability

Fully executable, copy-paste-ready commands for every subcommand with realistic flags, plus concrete parameter references (e.g. `--sort-by 0=PnL · 20=Win Rate`), display templates, and term-mapping tables covering the common cases.

5 / 5

Workflow Clarity

Sequences are clear with an explicit validation checkpoint for write-back ('re-fetch via list to confirm... never assume success from the API response alone') and a feedback loop on missing data, but batch/clearing operations rely on a single confirmation step without explicit retry-on-failure guidance.

4 / 5

Progressive Disclosure

Clear overview body with well-signaled, one-level-deep references to real files — [`references/cli.md`](references/cli.md) and [`references/scoring.md`](references/scoring.md), both present in ./references/ — with bulk parameter/scoring detail appropriately split out and easy navigation.

5 / 5

Total

18

/

20

Passed

Description

100%Weight 40%Scale 1-5

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

The description is exemplary: it names concrete capabilities, lists natural trigger terms including synonyms, explicitly states both what and when (with the 'even if they don't say leaderboards explicitly' nuance), and occupies a distinct niche. It uses appropriate third-person voice throughout.

DimensionReasoningScore

Specificity

Lists multiple concrete actions — 'Query top trader rankings by PnL, win rate, volume, trade count, or token count', 'Analyze individual wallet addresses with a 6-dimension scoring model', 'Query Gem Hunter to find wallets holding specific tokens', 'Save and load preset filter conditions and Gem Hunter configs' — giving comprehensive coverage.

5 / 5

Completeness

Explicitly answers 'what' (on-chain wallet leaderboard and Gem Hunter analysis with the actions listed) and 'when' ('Trigger whenever the user mentions leaderboard, top traders, wallet analysis... even if they don't say leaderboards explicitly').

5 / 5

Trigger Term Quality

Covers natural trigger phrases and synonyms users would say — 'leaderboard', 'top traders', 'wallet analysis', 'Address Analysis', 'AddressScore', 'Gem Hunter', 'evaluate a wallet's trading quality' — comprehensively including common variations.

5 / 5

Distinctiveness Conflict Risk

A clear niche — 'On-chain wallet leaderboard and Gem Hunter analysis on Binance Web3' with distinct BSC/Solana/Base/ETH triggers and the 6-dimension scoring model — minimal conflict risk with other skills.

5 / 5

Total

20

/

20

Passed

Validation

93%

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

Validation15 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

metadata_field

'metadata' should map string keys to string values

Warning

Total

15

/

16

Passed

Repository
binance/binance-skills-hub
Reviewed

Table of Contents

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