Agent skill
13f-analyzer
Perform various data analysis on SEC 13-F and obtain some insights of fund activities such as number of holdings, AUM, and change of holdings between two quarters.
Install this agent skill to your Project
npx add-skill https://github.com/benchflow-ai/skillsbench/tree/main/tasks/sec-financial-report/environment/skills/13f-analyzer
SKILL.md
Overview
Analyze the holding summary of a particular fund in one quarter:
python3 scripts/one_fund_analysis.py \
--accession_number ... \
--quarter 2025-q2 \
This script will print out several basic information of a given fund on 2025-q2, including total number of holdings, AUM, total number of stock holdings, etc.
Analyze the change of holdings of a particular fund in between two quarters:
python scripts/one_fund_analysis.py \
--quarter 2025-q3 \
--accession_number <accession number assigned in q3> \
--baseline_quarter 2025-q2 \
--baseline_accession_number <accession number assigned in q2>
This script will print out the dynamic changes of holdings from 2025-q2 to 2025-q3. Such as newly purchased stocks ranked by notional value, and newly sold stocks ranked by notional value.
Analyze which funds hold a stock to the most extent
python scripts/holding_analysis.py \
--cusip <stock cusip> \
--quarter 2025-q3 \
--topk 10
This script will print out the top 10 hedge funds who hold a particular stock with highest notional value.
Recommended Agent Skills
Expand your agent's capabilities with these related and highly-rated skills.
benchflow-ai/skillsbench
csv-processing
Use this skill when reading sensor data from CSV files, writing simulation results to CSV, processing time-series data with pandas, or handling missing values in datasets.
benchflow-ai/skillsbench
pid-controller
Use this skill when implementing PID control loops for adaptive cruise control, vehicle speed regulation, throttle/brake management, or any feedback control system requiring proportional-integral-derivative control.
benchflow-ai/skillsbench
yaml-config
Use this skill when reading or writing YAML configuration files, loading vehicle parameters, or handling config file parsing with proper error handling.
benchflow-ai/skillsbench
simulation-metrics
Use this skill when calculating control system performance metrics such as rise time, overshoot percentage, steady-state error, or settling time for evaluating simulation results.
benchflow-ai/skillsbench
vehicle-dynamics
Use this skill when simulating vehicle motion, calculating safe following distances, time-to-collision, speed/position updates, or implementing vehicle state machines for cruise control modes.
benchflow-ai/skillsbench
web-interface-guidelines
Vercel's comprehensive UI guidelines for building accessible, performant web interfaces. Use this skill when reviewing or building UI components for compliance with best practices around accessibility, performance, animations, and visual stability.
Didn't find tool you were looking for?