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stock-analyzer

A comprehensive stock deep analysis tool that combines real-time quotes, fundamental metrics, technical indicators, and growth analysis into a single professional report. Supports A-share, US stocks, HK stocks. Generates detailed investment recommendations with risk assessment and actionable trading strategies.

64

Quality

76%

Does it follow best practices?

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SecuritybySnyk

Passed

No findings from the security scan

Fix and improve this skill with Tessl

tessl review fix ./SKILLs/stock-analyzer/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

82%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 an efficient, highly actionable reference: executable commands with real defaults, exact ticker formats per market, and a script bundle that genuinely matches what the SKILL.md promises. It falls just short of top marks on conciseness (repeated env-var boilerplate, duplicated trigger guidance) and workflow clarity (no error-recovery checkpoints) rather than on anything structural.

DimensionReasoningScore

Conciseness

The body is lean and assumes competence — no explanation of what stocks or indicators are, just feature lists, commands, and a parameter table — matching anchor 4's 'efficient; minor instances that could be trimmed'. It misses anchor 5 only because of small redundancies: `export PYTHONIOENCODING=utf-8` is repeated verbatim in four code blocks, and the 'When to Use This Skill' section duplicates trigger guidance that belongs in the description.

4 / 5

Actionability

Guidance is fully copy-paste ready: concrete executable commands (`python "$SKILLS_ROOT/stock-analyzer/scripts/analyze.py" 601288.SS`), a parameter table with defaults and valid values, ticker format examples for all three markets, and a script that actually exists at the referenced path and takes exactly those arguments. This matches the 'fully executable; copy-paste ready; covers common cases' anchor.

5 / 5

Workflow Clarity

The workflow is a clearly sequenced three-step process (identify ticker — with an explicit fallback of web-search when only a company name is given — execute, interpret) with interpretation guidance. It sits at anchor 4 ('clear sequence with most checkpoints; minor validation gaps') rather than 5 because there are no error-recovery checkpoints (e.g., what to do when the script errors, data is N/A, or the ticker is invalid), though the operations are read-only so the destructive/batch cap does not apply.

4 / 5

Progressive Disclosure

Structure is good: clear section headers, the single bundle file (`scripts/analyze.py`) is correctly referenced via `$SKILLS_ROOT` and exists, and there is no reference nesting. It matches anchor 4 rather than 5 because some overview material (the 8-section output structure, feature breakdown) is inlined where a well-signaled one-level reference could carry it, and no reference files are used to offload detail even though the skill exceeds the under-50-line simple-skill threshold.

4 / 5

Total

17

/

20

Passed

Description

70%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.

A solidly specific, well-scoped description with good natural trigger terms and a distinct niche. Its one structural weakness is the absence of any 'Use when' trigger clause in the frontmatter itself — that guidance lives only in the body — which caps completeness at 3 despite the clear 'what'.

Suggestions

Add an explicit trigger clause to the frontmatter description, e.g. 'Use when the user asks for a deep/comprehensive stock analysis, investment recommendation, or multi-dimensional stock evaluation.'

Name one or two concrete metrics in the description (e.g., P/E, RSI) instead of generic 'fundamental metrics, technical indicators' to sharpen the 5-level specificity anchor.

Trim padding words like 'comprehensive' and 'professional-grade' — they add tokens without adding trigger value.

DimensionReasoningScore

Specificity

The description lists several specific actions — 'combines real-time quotes, fundamental metrics, technical indicators, and growth analysis into a single professional report' and 'generates detailed investment recommendations with risk assessment and actionable trading strategies' — matching the 'several specific actions; minor gaps' anchor. It falls short of the 5 anchor because the metrics themselves stay generic (no named indicators like P/E, RSI, or MACD) and 'comprehensive'/'professional' are mild padding, and it is above anchor 3 because it goes well beyond naming a domain with 1-2 actions.

4 / 5

Completeness

The 'what' is clear and concrete (multi-dimensional stock analysis producing a report with recommendations and risk assessment), but there is no 'Use when...' clause or equivalent explicit trigger guidance anywhere in the description — the when-guidance only appears in the body's 'When to Use This Skill' section. Per the judging guideline, a missing use-when clause caps completeness at 3, matching the 'clear what, missing or weakly implied when' anchor.

3 / 5

Trigger Term Quality

Natural user phrases are present: 'stock deep analysis', 'real-time quotes', 'investment recommendations', 'trading strategies', plus market scope ('A-share, US stocks, HK stocks'). A few natural terms users would say are missing (e.g., 'valuation', 'equity', ticker-style mentions), which matches anchor 4 rather than 5; it clearly exceeds anchor 3's 'missing common variations' since multiple natural phrasings appear.

4 / 5

Distinctiveness Conflict Risk

The description carves out a clear niche — multi-dimensional stock analysis across A-share/US/HK markets with investment ratings — that is unlikely to collide with other skills, matching the 'clear niche with distinct triggers; minimal conflict risk' anchor. It is above anchor 4 because the scope (per-market stock analysis and trading recommendations) leaves essentially no overlap with document, code, or general-data skills.

5 / 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

frontmatter_unknown_keys

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

Warning

Total

15

/

16

Passed

Repository
netease-youdao/LobsterAI
Reviewed

Table of Contents

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