Finance tasks
Estimate analysisEarnings analysis
Indexedhimself65/finance-skills
Estimate AnalysisFinance Skill
An analyst estimate deep-dive skill that assembles a structured 5-section report: (1) estimate overview (EPS and revenue consensus across 0q/+1q/0y/+1y periods with range width, analyst count, YoY growth); (2) revision trends (EPS estimate changes over 7/30/60/90-day windows with momentum interpretation); (3) revision breadth (up vs down revision counts with revision ratio calculation, >0.7 bullish / <0.3 bearish); (4) growth estimates (company vs industry/sector/S&P 500 comparison); (5) historical estimate accuracy (4-quarter beat/miss with surprise trend). Routes based on user intent (general, revision trends, consensus, growth, bull vs bear, multi-period). Uses yfinance to pull 6 estimate-related data sources. Auto-installs yfinance if missing. Includes a detailed API reference for all estimate methods with code examples and edge case handling.
- Snapshot quality
- 84/100
- Snapshot risk
- Medium
- Audit conclusion
- Needs review
Discovery
What this Skill helps an agent do.
Search metadata is limited to this summary, the controlled finance taxonomy, and relation labels. Detailed upstream instructions are not part of the Search Index.
Domains and assets
Equity researchPublic equities
Search aliases and tags
estimate analysisanalyst estimate trendsEPS revisionsestimate revisionsconsensus changesestimate momentumrevision trendbull vs bear estimatesestimate spreadestimate-analysisanalyst-estimateseps-revisionsrevenue-estimatesestimate-momentumrevision-trendsgrowth-estimatesconsensusestimate-distribution
Trust
Evidence from the captured directory.
This content snapshot assessment does not certify the repository, current files, or installation environment. "Not verified" means the captured files did not support a Yes or No conclusion.
License
MITYes
GitHub reports the repository license as MIT License.
Review state
- Automated review
- Automated review
- Install tested
- No
- Human reviewed
- Not verified
Snapshot
- Files reviewed
- 3
- Captured
- 2026-07-29 07:31 UTC
- Snapshot ID
- fsh-estimate-analysis-2026-07-29-001
Permissions
FilesystemRead
NoThe skill does not read local files.
FilesystemWrite
NoThe skill does not write local files.
NetworkAccess
Yesyfinance pulls earnings estimates, revenue estimates, EPS trend, EPS revisions, growth estimates, and earnings history from Yahoo Finance APIs.
ShellExecution
YesThe skill executes Python scripts in the shell for data fetching and analysis assembly. Auto-installs yfinance via pip if missing.
CodeExecution
YesThe skill executes Python code for data fetching, revision ratio calculation, momentum analysis, and structured report generation.
ExternalCredentials
NoNo external credentials are required — yfinance uses public Yahoo Finance APIs.
Dependencies
yfinance
python3 -m pip install yfinance (auto-installed if missing)
Python library for pulling Yahoo Finance analyst estimate and revision data.
pandas
python3 -m pip install pandas (auto-installed with yfinance)
Data manipulation library for handling estimate DataFrames.
Python 3.8+
Python 3.8 or later
Python runtime required for yfinance data fetching and processing.
Data sources named by the Skill
Yahoo Finance (yfinance)
Python library providing access to Yahoo Finance analyst estimates, revision trends, and growth projections.
Snapshot assessment
84/100
Pineify Finance Skill snapshot assessment, version 1.0.0. Generated 2026-07-29 07:31 UTC.
Medium risk · Needs review
Skill structure
100/100Instruction clarity
100/100Dependency transparency
45/100Permission transparency
75/100Safety guardrails
100/100Finance task fit
100/100Audit findings
Medium
Dependency manifest is absent from the snapshot
No requirements.txt or pyproject.toml is included in the captured directory. Dependencies are documented in README prerequisites and auto-installed if missing.
Low
Auto-installs Python dependencies via pip if missing
The skill auto-installs yfinance via subprocess.check_call([sys.executable, "-m", "pip", "install", "-q", "yfinance"]) when not detected. This modifies the user Python environment.
Low
Relies on yfinance — unofficial Yahoo Finance data
yfinance is an unofficial library that scrapes Yahoo Finance APIs. Data may be delayed, incomplete, or break without notice. The skill acknowledges this in its caveats.
Sources and relations
Context around this Skill.
Repository
himself65/finance-skills
topic
Analyst estimates & revisions
P0 relation label. No public page yet.
topic
Earnings analysis
P0 relation label. No public page yet.
topic
Estimate revision momentum
P0 relation label. No public page yet.
agent
Claude Code
P0 relation label. No public page yet.
collection
Market analysis
P0 relation label. No public page yet.
guide
Reviewing finance skills before install
P0 relation label. No public page yet.
Registry
Read this record as data.
The public record includes the page-safe snapshot, evidence, assessment, taxonomy, and relations. Internal revision fields stay outside the public projection.
- Record ID
- github:himself65/finance-skills:plugins/market-analysis/skills/estimate-analysis
- Snapshot ID
- fsh-estimate-analysis-2026-07-29-001
This page is an informational registry entry, not investment advice or a security guarantee. A high content quality score does not make the Skill safe for every environment. Review current files, permissions, data sources, and financial assumptions before use.