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mt5-robot-tester

Select the best MetaTrader 5 trading robots (Expert Advisors) that have not been backtested yet, by running the MT5 Strategy Tester from the command line through a 3-round pipeline. Use when the user wants to batch-test MT5 bots/EAs, screen robots across all symbols, optimize EA parameters, or move candidate bots to finalists based on profit, drawdown, positive months/years and equity-curve criteria. Runs terminal64.exe headless; Windows + MetaTrader 5 required at run time.

76

Quality

95%

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SecuritybySnyk

Passed

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SKILL.md
Quality
Evals
Security

Quality

Content

88%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.

A strong, highly actionable skill body: executable commands, explicit gates and defaults, resumable checkpoints, and fail-closed validation for a batch operation. Its main weaknesses are mild redundancy (terminal-precedence stated twice, When-to-Use echoing the description) and a somewhat monolithic main file where historical/operational detail could move to references.

Suggestions

Collapse the 'Migration from the old precedence/fallback behavior' blockquote into the Step 1 precedence line — one sentence stating the order (--terminal-path > config.terminal_path > MT5_TERMINAL_PATH, hard error if missing) already conveys it without the migration history.

Trim the 'When to Use' section to a single line (e.g., 'Use when the user asks to batch-test or screen MT5 EAs, optimize parameters, or resume a run') since the frontmatter description already enumerates the same triggers.

Move the Round-2 reference thresholds and the detailed Key Principles (e.g., OS-lock/.blocked handling, build-verification note) into references/mt5-cli-reference.md or a short operations reference, keeping SKILL.md as a lean overview pointing to them.

DimensionReasoningScore

Conciseness

The body is dense with skill-specific, non-inferable knowledge (build 6061 XML quirks, relative Report= names, gate thresholds, terminal-precedence rules, the .blocked marker) and explains nothing Claude already knows, which places it above the 'mostly efficient' level-3 anchor. However, the two long blockquotes on terminal selection and the 'Migration from the old precedence/fallback behavior' paragraph partially restate the precedence chain already given in Step 1, and the 'When to Use' list overlaps the frontmatter description — minor padding that keeps it below 'every token earns its place'.

4 / 5

Actionability

Guidance is fully executable: copy-paste-ready commands for dry-run, execution, resume, and the dashboard (`python3 skills/mt5-robot-tester/scripts/mt5_batch_tester.py --config my_config.json ...`), a named config template to copy (`assets/pipeline_config.template.json`), exact gates with defaults (`≥5 symbols profitable`, `best symbol ≥3× deposit`, `profit ≥4× deposit`, `worst DD ≤12%`, `LR Correlation ≥0.80`), and a precise optimization recipe (`[V×0.5, V×1.5]` step `V×0.05`). This matches the anchor 'Fully executable; copy-paste ready code or commands; specific examples cover the common cases'.

5 / 5

Workflow Clarity

The pipeline is sequenced as explicit Steps 1–5 (configure → dry-run → run → resume → read results) with round-by-round gates, and — critical for a batch skill — validation is explicit throughout: the offline `--dry-run` verification step, the fail-closed principle ('incomplete, timed-out, stale, or unparsable reports never reject, promote, or move a candidate'), fingerprint-checked `--resume`, and the `.blocked` marker procedure. This matches the anchor 'Clear sequence with explicit validation steps; feedback loops for error recovery', including the batch-operation validation requirement.

5 / 5

Progressive Disclosure

The Resources section clearly signals one-level-deep bundle files that all exist on disk (`scripts/mt5_batch_tester.py`, `scripts/parse_mt5_optimization.py`, `scripts/parse_mt5_report.py`, `scripts/mt5_learnings.py`, `scripts/mt5_common.py`, `references/mt5-cli-reference.md`, `assets/pipeline_config.template.json`), and detailed tester key/enum material is correctly deferred to the reference. However, ~205 lines of operational detail — round-gate specifics, the terminal-selection safety note, the migration note, and nine Key Principles — are inlined in SKILL.md where some (migration history, Round-2 reference thresholds) would fit better in a reference file, so structure is 'good' rather than the ideal 'content appropriately split'.

4 / 5

Total

18

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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.

Excellent description: concrete, third-person, comprehensive in both capabilities and enumerated 'Use when' triggers, with full synonym coverage (robots/bots/EAs/Expert Advisors, MT5/MetaTrader 5) and an explicit platform requirement. No vague language or over-claims.

DimensionReasoningScore

Specificity

The description lists multiple concrete actions with comprehensive coverage: 'Select the best MetaTrader 5 trading robots... by running the MT5 Strategy Tester from the command line through a 3-round pipeline', 'batch-test MT5 bots/EAs, screen robots across all symbols, optimize EA parameters, or move candidate bots to finalists'. Phrases like 'based on profit, drawdown, positive months/years and equity-curve criteria' make the selection criteria concrete. It matches the anchor 'multiple specific concrete actions; comprehensive coverage' and stays in third person; nothing in it is generic filler, so it does not fit the level-4 anchor with 'minor gaps'.

5 / 5

Completeness

It explicitly answers 'what' ('Select the best MetaTrader 5 trading robots... by running the MT5 Strategy Tester... through a 3-round pipeline') and 'when' with a concrete 'Use when the user wants to batch-test MT5 bots/EAs, screen robots across all symbols, optimize EA parameters, or move candidate bots to finalists...' clause, plus an explicit environment constraint ('Windows + MetaTrader 5 required at run time'). This mirrors the level-5 anchor example exactly; the 'when' clause is explicit and enumerated, not merely present as at level 4.

5 / 5

Trigger Term Quality

Natural trigger vocabulary is comprehensive with synonyms: 'MetaTrader 5', 'MT5', 'trading robots', 'bots', 'EAs', 'Expert Advisors', 'backtested', 'batch-test', 'screen robots', 'optimize EA parameters'. A user wanting this skill would plausibly say 'backtest my MT5 bots' or 'test my Expert Advisors' — both are directly covered. This matches the anchor 'comprehensive coverage of natural terms including synonyms', unlike level 4 where natural terms are missing.

5 / 5

Distinctiveness Conflict Risk

The skill occupies a clear niche — command-line MT5 Strategy Tester automation for EA screening — with triggers ('MetaTrader 5', 'MT5 bots/EAs', 'Strategy Tester', 'terminal64.exe') that no adjacent skill (general backtesting, Python testing, trading analytics) would claim. It matches the anchor 'Clear niche with distinct triggers; minimal conflict risk'.

5 / 5

Total

20

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20

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.

Validation — 16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository
tradermonty/claude-trading-skills
Reviewed

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