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harmonic

Harmonic Patterns signal engine. Identifies XABCD five-point structures such as Gartley/Bat/Butterfly/Crab based on Fibonacci geometry, and generates trading signals in the PRZ (Potential Reversal Zone).

66

Quality

80%

Does it follow best practices?

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SecuritybySnyk

Passed

No findings from the security scan

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tessl review fix ./a_全网优秀资源/10_大模型/07_skill包/vibe_trading_skills/harmonic/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

77%

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

The body is concise and cleanly organized for a simple skill, but it lacks executable code for the core pattern-detection logic and fails to signpost the available reference files.

Suggestions

Add a small executable example (e.g. using pyharmonics) showing how a pattern is detected and a signal emitted, so the core action is copy-paste ready.

Link the existing reference files from the body — e.g. 'PRZ trade rules: See [PRZ交易.md](references/PRZ交易.md)' and 'XABCD ratios: See [XABCD形态.md](references/XABCD形态.md)' — to make progressive disclosure explicit.

DimensionReasoningScore

Conciseness

Lean and efficient — a compact Fibonacci ratio table plus terse concept/parameter/signal sections, with no padding explaining what Fibonacci ratios or harmonic patterns are. Not score 2 because nothing reads as unnecessary or in need of tightening.

3 / 3

Actionability

Provides a concrete pip install command, a parameter table, and a signal convention, but gives no executable code for the core task of actually identifying XABCD structures or generating signals — it describes rather than instructs the central action. Not score 1 because some concrete guidance is present; not score 3 because the key operation lacks copy-paste-ready code.

2 / 3

Workflow Clarity

A simple, single-purpose skill under 50 lines with well-organized sections and an unambiguous single action, which the rubric's simple-skills note allows to score 3 without explicit multi-step workflows. Not score 2 because no destructive or batch operation requires validation checkpoints here.

3 / 3

Progressive Disclosure

Bundle reference files exist (references/PRZ交易.md and XABCD形态.md) but the body never links to or signals them, leaving their connection implicit — content that elaborates PRZ and XABCD detail is inline rather than clearly pointed to the reference files. Not score 1 because the body itself is reasonably sectioned; not score 3 because references are not clearly signaled or navigable.

2 / 3

Total

10

/

12

Passed

Description

82%

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 specific, distinct, and rich in natural trigger terms, but it omits any explicit 'Use when...' guidance, which caps its completeness at 2.

Suggestions

Add an explicit trigger clause, e.g. 'Use when the user asks about harmonic patterns, Fibonacci retracements, or potential reversal zones in price charts.'

Mirror common phrasings users would actually say (e.g. 'Gartley pattern', 'bat pattern', 'PRZ') to strengthen natural trigger matching.

DimensionReasoningScore

Specificity

Lists multiple concrete actions ('Identifies XABCD five-point structures', 'generates trading signals') and names specific patterns (Gartley/Bat/Butterfly/Crab), matching the highest anchor. Not score 2 because it goes beyond naming a domain into enumerating concrete capabilities.

3 / 3

Completeness

Clearly answers 'what' but provides no 'when' — there is no 'Use when...' trigger clause or equivalent. The rubric guideline caps completeness at 2 when explicit trigger guidance is missing, so it cannot reach 3.

2 / 3

Trigger Term Quality

Uses natural terms a trader would say — 'Harmonic Patterns', 'Gartley/Bat/Butterfly/Crab', 'trading signals', 'Fibonacci'. Not score 2 because coverage spans both the pattern family and specific named patterns.

3 / 3

Distinctiveness Conflict Risk

Occupies a clear niche (harmonic/Fibonacci price-pattern signal generation) with distinct triggers unlikely to overlap with unrelated skills. Not score 2 because the named patterns and PRZ concept make it unambiguous.

3 / 3

Total

11

/

12

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

frontmatter_unknown_keys

Unknown frontmatter key(s) found; consider removing or moving to metadata

Warning

Total

15

/

16

Passed

Repository
charliedream1/ai_quant_trade
Reviewed

Table of Contents

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