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anthropics/financial-services

Python★ 37,415+509 that day#5 on trending

Analyzed September 25, 2026 at 574ed36 (main) with jscpd 5.4.0 in 0.4s. Code duplication stayed at 18.71% across 5 appearances since Sep 21.

D51.1/100

Project health5,048 lines of code (S)

Duplication33

17.6% in python, bash, powershell, javascript, perl

Dead code88

0.2%

Complexity56

49.9%

The score is jscpd's own --health model: markup, data and text left out, tests kept. The numbers below are the trending scan's.

18.71%duplicated code · 889 of 4,751 lines

3clones in code

32code files of 497 scanned

30.59%duplicated over all files · 170 clones

Most complex files

Dead code 0.22% unused · 7 findings

The code number leaves out tests, fixtures, docs, examples, data files, styles, translations and vendored code.

Largest clones in the code

292 lines in 3 placespython1,516 tokens
plugins/agent-plugins/model-builder/skills/dcf-model/scripts/validate_dcf.py:1–292 plugins/agent-plugins/pitch-agent/skills/dcf-model/scripts/validate_dcf.py:1–292 plugins/vertical-plugins/financial-analysis/skills/dcf-model/scripts/validate_dcf.py:1–292
```
1#!/usr/bin/env python3
2"""
3DCF Model Validation Script
4Validates Excel DCF models for formula errors and common DCF mistakes
5"""
6
7import sys
8import json
9from pathlib import Path
10from typing import Optional
```
First 10 of 292 lines.

305 lines in 2 placespython1,421 tokens

plugins/agent-plugins/pitch-agent/skills/ib-check-deck/scripts/extract_numbers.py:1–305plugins/vertical-plugins/financial-analysis/skills/ib-check-deck/scripts/extract_numbers.py:1–305

1#!/usr/bin/env python3
2"""
3Extract numerical values from presentation content for consistency checking.
4
5Usage:
6    python extract_numbers.py presentation-content.md
7    python extract_numbers.py presentation-content.md --output numbers.json
8
9This script parses markdown-formatted presentation content (from markitdown)
10and extracts all numerical values with their context and slide references.

First 10 of 305 lines.

Largest clones over all files, tests and data included

1259 lines in 3 placesmarkdowndocs and examples8,152 tokens

plugins/agent-plugins/model-builder/skills/dcf-model/SKILL.md:6–1264plugins/agent-plugins/pitch-agent/skills/dcf-model/SKILL.md:6–1264plugins/vertical-plugins/financial-analysis/skills/dcf-model/SKILL.md:6–1264

6# DCF Model Builder
7
8## Overview
9
10This skill creates institutional-quality DCF models for equity valuation following investment banking standards. Each analysis produces a detailed Excel model …
11
12## Tools
13
14- Default to using all of the information provided by the user and MCP servers available for data sourcing.
15

First 10 of 1259 lines.

640 lines in 4 placesmarkdowndocs and examples5,221 tokens

plugins/agent-plugins/market-researcher/skills/comps-analysis/SKILL.md:22–661plugins/agent-plugins/model-builder/skills/comps-analysis/SKILL.md:22–661plugins/agent-plugins/pitch-agent/skills/comps-analysis/SKILL.md:22–661plugins/vertical-plugins/financial-analysis/skills/comps-analysis/SKILL.md:22–661

22# Comparable Company Analysis
23
24## ⚠️ CRITICAL: Data Source Priority (READ FIRST)
25
26**ALWAYS follow this data source hierarchy:**
27
281. **FIRST: Check for MCP data sources** - If S&P Kensho MCP, FactSet MCP, or Daloopa MCP are available, use them exclusively for financial and trading informa…
292. **DO NOT use web search** if the above MCP data sources are available
303. **ONLY if MCPs are unavailable:** Then use Bloomberg Terminal, SEC EDGAR filings, or other institutional sources
314. **NEVER use web search as a primary data source** - it lacks the accuracy, audit trails, and reliability required for institutional-grade analysis

First 10 of 640 lines.

403 lines in 3 placesmarkdowndocs and examples4,472 tokens

plugins/agent-plugins/model-builder/skills/3-statement-model/SKILL.md:6–408plugins/agent-plugins/pitch-agent/skills/3-statement-model/SKILL.md:6–408plugins/vertical-plugins/financial-analysis/skills/3-statement-model/SKILL.md:6–408

6# 3-Statement Financial Model Template Completion
7
8Complete and populate integrated financial model templates with proper linkages between Income Statement, Balance Sheet, and Cash Flow Statement.
9
10## ⚠️ CRITICAL PRINCIPLES — Read Before Populating Any Template
11
12**Environment — Office JS vs Python:**
13- **If running inside Excel (Office Add-in / Office JS):** Use Office JS directly. Write formulas via `range.formulas = [["=D14*(1+Assumptions!$B$5)"]]` — neve…
14- **If generating a standalone .xlsx file:** Use Python/openpyxl. Write `ws["D15"] = "=D14*(1+Assumptions!$B$5)"`, then run `recalc.py` before delivery.
15- **Office JS merged cell pitfall:** Do NOT call `.merge()` then set `.values` on the merged range — throws `InvalidArgument` because the range still reports i…

First 10 of 403 lines.

151 lines in 7 placesmarkdowndocs and examples1,393 tokens
plugins/agent-plugins/earnings-reviewer/skills/audit-xls/SKILL.md:6–156 plugins/agent-plugins/gl-reconciler/skills/audit-xls/SKILL.md:6–156 plugins/agent-plugins/model-builder/skills/audit-xls/SKILL.md:6–156 plugins/agent-plugins/month-end-closer/skills/audit-xls/SKILL.md:6–156 plugins/agent-plugins/pitch-agent/skills/audit-xls/SKILL.md:6–156and 2 more
269 lines in 3 placesmarkdowndocs and examples3,299 tokens
plugins/agent-plugins/model-builder/skills/lbo-model/SKILL.md:6–274 plugins/agent-plugins/pitch-agent/skills/lbo-model/SKILL.md:6–274 plugins/vertical-plugins/financial-analysis/skills/lbo-model/SKILL.md:6–274

By format, code only

Format	Files	Lines	Clones	Duplicated lines	Duplication
python	13	2,597	3	889	34.23%
bash	14	1,206	0	0	0%
powershell	3	465	0	0	0%
javascript	1	309	0	0	0%
perl	1	174	0	0	0%

By format, all files

Format	Files	Lines	Clones	Duplicated lines	Duplication
markdown	220	40,018	82	13,066	32.65%
yaml	132	1,425	37	423	29.68%
text	58	3,206	23	1,127	35.15%
python	34	3,380	15	994	29.41%
markup	4	1,606	4	320	19.93%
csv	3	483	4	334	69.15%
json	10	350	3	48	13.71%
javascript	7	676	2	18	2.66%
bash	22	1,380	0	0	0%
powershell	5	481	0	0	0%

Trending appearances

Day	Rank	Stars	Files	Lines	Clones	All files	Code	Health	Commit
Sep 25, 2026	#5	37,415 (+509)	497	53,381	170	30.59%	18.71%	D 51.1	`574ed36`
Sep 24, 2026	#1	37,051 (+664)	497	53,381	170	30.59%	18.71%	D 51.1	`574ed36`
Sep 23, 2026	#1	36,499 (+438)	497	53,381	170	30.59%	18.71%	D 51.1	`574ed36`
Sep 22, 2026	#4	35,918 (+424)	497	53,381	170	30.59%	18.71%	D 51.1	`574ed36`
Sep 21, 2026	#3	35,473 (+260)	538	56,061	175	29.21%	18.71%	D 51.1	`fca3cc8`

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