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hedgefundmonitor

Query the OFR (Office of Financial Research) Hedge Fund Monitor API for hedge fund data including SEC Form PF aggregated statistics, CFTC Traders in Financial Futures, FICC Sponsored Repo volumes, and FRB SCOOS dealer financing terms. Access time series data on hedge fund size, leverage, counterparties, liquidity, complexity, and risk management. No API key or registration required. Use when working with hedge fund data, systemic risk monitoring, financial stability research, hedge fund leverage or leverage ratios, counterparty concentration, Form PF statistics, repo market data, or OFR financial research data.

76

Quality

96%

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SecuritybySnyk

Passed

No findings from the security scan

SKILL.md
Quality
Evals
Security

Quality

Content

93%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 well-structured API skill body: lean, executable, and cleanly split into an overview plus one-level-deep reference files. The only gap is the absence of explicit response-validation/error-handling guidance in the inline workflow.

Suggestions

Add a brief error-handling note to Quick Start (e.g., check resp.status_code or wrap requests in try/except) to add an explicit validation checkpoint.

Show one example of inspecting an error response (4xx/5xx) so failed fetches have a clear recovery path.

DimensionReasoningScore

Conciseness

Lean body of dense tables and executable code; assumes Claude knows REST/Python basics and never pads with concept explanations, so every section earns its tokens.

5 / 5

Actionability

Quick-start code is copy-paste ready, endpoint tables give exact paths and parameters, and real mnemonic examples cover the common discovery and fetch cases.

5 / 5

Workflow Clarity

Quick Start shows a clear discover→search→fetch→DataFrame progression, but lacks explicit response validation or error-handling checkpoints; read-only scope avoids the destructive cap, so this sits above 3 but below 5.

4 / 5

Progressive Disclosure

The body is a concise overview with a well-signaled Reference Files section linking seven one-level-deep reference files, each annotated with its contents; all referenced files exist in ./references/.

5 / 5

Total

19

/

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.

A precise, third-person description that clearly defines the API, enumerates concrete data domains, and supplies a rich set of natural trigger phrases for when to invoke the skill. No padding or over-claims.

DimensionReasoningScore

Specificity

Lists multiple concrete actions—querying the OFR API for specific datasets (Form PF, CFTC, FICC, SCOOS) and accessing time series across six named data categories—giving comprehensive coverage rather than vague language.

5 / 5

Completeness

Explicitly states what the skill does (query the API for named hedge fund data categories) and when to use it via a concrete 'Use when working with...' clause with multiple trigger phrases.

5 / 5

Trigger Term Quality

The 'Use when' clause supplies comprehensive natural terms a domain user would actually say, including synonyms ('hedge fund leverage or leverage ratios', 'Form PF statistics', 'repo market data', 'systemic risk monitoring').

5 / 5

Distinctiveness Conflict Risk

Targets a single, narrowly named API (OFR Hedge Fund Monitor) with domain-specific triggers, making conflict with unrelated skills minimal.

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_version

'metadata.version' is missing

Warning

Total

15

/

16

Passed

Repository
foryourhealth111-pixel/Vibe-Skills
Reviewed

Table of Contents

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