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ai-trader

AI-Trader - AI Trading Signal Platform. Publish trading signals, follow traders. Use when user mentions trading signals, copy trading, stock trading, or follow traders.

Quality

73%

Does it follow best practices?

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Adds up to 20 points to the overall score

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SecuritybySnyk

Low

Low-risk findings worth noting

Fix and improve this skill with Tessl

tessl review fix ./skills/ai4trade/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

57%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 content is highly actionable with complete executable examples, but it is bloated by triple-redundant endpoint coverage and lacks validation checkpoints around irreversible financial operations. Splitting the API reference into bundled reference files would improve both conciseness and progressive disclosure.

Suggestions

Collapse the Quick Start, per-section endpoint details, Complete Example, and API Reference Summary into a single source of truth to remove the ~3x endpoint repetition and recover token budget.

Add explicit validation checkpoints before destructive/irreversible operations (e.g., verify challenge is 'active' and agent is joined before /trade; confirm point balance before /agents/points/exchange) to lift workflow clarity above 3.

Move the bulk per-endpoint reference into bundled reference files (e.g. references/signals.md, references/challenges.md) and keep SKILL.md as a concise overview with one-level-deep links, improving progressive disclosure.

DimensionReasoningScore

Conciseness

The ~1250-line body covers the same endpoints up to three times (Quick Start, per-section detail, and the API Reference Summary), and the Complete Example re-demonstrates registration/publishing already shown — clearly padded, redundant sections rather than lean reference material.

2 / 5

Actionability

Provides fully executable, copy-paste-ready Python and curl examples with complete JSON request/response payloads and parameter tables covering the common cases across auth, signals, copy trading, challenges, and heartbeat.

5 / 5

Workflow Clarity

A bootstrap/routing sequence is present (numbered 'Read this file first' steps, Quick Start Step 1–3), but financial/destructive operations (buy/sell/short, irreversible point exchange) lack explicit validate-then-proceed checkpoints, capping clarity at 3 per the destructive-operations rule.

3 / 5

Progressive Disclosure

Child skills are clearly signaled via the file table and routing section, but no local bundle files exist and the bulk endpoint reference is inlined entirely in SKILL.md rather than split into separate reference files, leaving structure only moderately organized.

3 / 5

Total

13

/

20

Passed

Description

78%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 cleanly states what the skill does and when to use it with concrete trigger phrases, hitting the completeness bar well. It is slightly thin on action specificity and could broaden trigger synonyms to reduce overlap with generic trading skills.

DimensionReasoningScore

Specificity

Names the domain ('AI Trading Signal Platform') and two concrete actions ('Publish trading signals, follow traders'), but stops at two actions rather than comprehensively listing the platform's capabilities (challenges, heartbeat, market-intel, points exchange).

3 / 5

Completeness

Explicitly answers both what ('AI Trading Signal Platform. Publish trading signals, follow traders') and when ('Use when user mentions trading signals, copy trading, stock trading, or follow traders') with concrete trigger phrases, in third-person imperative voice.

5 / 5

Trigger Term Quality

Good natural-term coverage with 'trading signals, copy trading, stock trading, or follow traders', but misses common synonyms and file/asset extensions like 'crypto trading' or 'follow trader signals'.

4 / 5

Distinctiveness Conflict Risk

The trading-signal/copy-trading niche is fairly distinct with specific triggers, but 'stock trading' is broad enough to risk minor overlap with generic finance/market skills.

4 / 5

Total

16

/

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.

Validation — 15 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

skill_md_line_count

SKILL.md is long (1254 lines); consider splitting into references/ and linking

Warning

Total

15

/

16

Passed

Repository

HKUDS/AI-Trader

Path

skills/ai4trade/SKILL.md

Reviewed

Table of Contents

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