Industry Report Digest converts lengthy market research and analyst reports into a concise, source-aware decision brief.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install industry-report-digest
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install industry-report-digest using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Industry Report Digest?
Industry Report Digest is an Openclaw skill for analyzing long industry reports, market research documents, white papers, and analyst PDFs. It transforms dozens or hundreds of pages into an executive-ready summary covering the report scope, core arguments, key metrics, market trends, opportunities, risks, and uncertainties.
Unlike a basic document summary, this Openclaw Skills workflow separates reported facts from analyst interpretations and forecasts. Every extracted metric should retain its value, unit, time period, statistical scope, and source page or section, making the final brief easier to validate and use in strategic decisions.
Industry Report Digest Use Cases
- Summarize a long industry research report before an executive meeting.
- Extract market size, growth rate, penetration, share, user volume, pricing, and concentration metrics from a PDF.
- Convert analyst or consulting reports into an actionable market intelligence brief.
- Identify the technology, policy, demand, cost, and channel forces driving market changes.
- Assess potential opportunities, entry barriers, assumptions, and downside risks.
- Compare reported facts with forecasts while clearly flagging missing definitions or conflicting sources.
- Trigger the skill with requests such as report summary, extract insights, key data, or questions about what a report means.
How Industry Report Digest Works
- Identify report metadata: Capture the title, publisher, publication date, geographic and segment coverage, and statistical reference period.
- Extract core viewpoints: Produce three to five independent judgment statements that express the report's conclusions rather than copying isolated sentences.
- Build a data dashboard: Record important metrics with the numeric value, unit, measurement scope, time point, and source page or section.
- Normalize context: Preserve absolute and relative values, distinguish units such as local currency versus US dollars, and clarify shipment, installed-base, revenue, or other measurement differences.
- Explain trend drivers: Connect observed changes to technology, regulation, demand, cost, and distribution or channel factors.
- Evaluate opportunities and risks: Identify who may benefit, the required conditions, market barriers, and situations in which the report's conclusions may not hold.
- Flag uncertainty: Explicitly mark small samples, changing definitions, aggressive forecast assumptions, undisclosed methodologies, and conflicts with other sources.
- Run the quality checklist: Confirm that metadata, source context, fact-versus-forecast labels, units, opportunities, risks, and unresolved questions are all present.
Industry Report Digest Setup
No external package or runtime dependency is specified in the skill definition. Install or register the skill in the host OpenClaw skills directory, then provide the agent with a report file or its extracted text.
# Example: place the skill in the OpenClaw skills directory
mkdir -p ~/.openclaw/skills/industry-report-digest
cp SKILL.md ~/.openclaw/skills/industry-report-digest/SKILL.md
After installation:
- Restart or reload the OpenClaw agent so it discovers the skill.
- Attach a market report, analyst PDF, white paper, or long-form research document.
- Ask for a report summary, key insights, or extracted data.
- If PDF text extraction is unavailable in the host environment, provide extracted text or a searchable PDF.
- Review cited pages, definitions, and source scope before using the brief for high-stakes decisions.
Industry Report Digest Data Schema & Taxonomy
The output is organized as a decision-oriented report card with explicit provenance and uncertainty metadata.
| Section | Required content |
|---|---|
| Report overview | Title, publisher, publication date, geographic coverage, segment coverage, and statistical reference period |
| Executive conclusion | One-sentence assessment of the report's central implication |
| Core viewpoints | Three to five standalone judgment statements, distinct from verbatim quotations |
| Key data dashboard | Metric, value, unit, definition or statistical scope, time point, and source page or section |
| Trend drivers | Technology, policy, demand, cost, and channel factors with their industry impact |
| Opportunities | Target beneficiaries, use cases, entry conditions, and prerequisites |
| Risks and uncertainty | Downside factors, forecast assumptions, sample limitations, definition changes, and source conflicts |
| Open questions | Missing disclosures, unresolved methodology issues, and items requiring validation |
Each metric should follow the pattern value + unit + scope + time + source. If the scope is unavailable, label it as [scope not specified]; if a requested metric is absent, state that the report did not disclose it rather than estimating it. Forecasts should include the start and end years and, where relevant, the calculation base for CAGR.
Industry Report Digest Advanced Features
- Source-aware extraction that preserves page or section references for every important data point.
- Fact-versus-opinion separation so reported measurements, author interpretations, and forecasts are clearly distinguished.
- Measurement-context preservation for definitions, units, geographic scope, segment boundaries, and reporting periods.
- Absolute and relative metric handling, including share changes expressed in percentage points where appropriate.
- Explicit uncertainty flags for small samples, unclear methodologies, aggressive assumptions, changed definitions, and contradictory sources.
- Opportunity-and-risk analysis that links conclusions to target users, prerequisites, barriers, and failure conditions.
- Conservative missing-data behavior: undisclosed values remain undisclosed instead of being fabricated.
- A repeatable output template and self-checklist for consistent use across Openclaw Skills report-analysis workflows.
SKILL.md
Loading
Related Openclaw Skills
School Song Maker
Turn school details, shared memories, and event themes into original, group-friendly lyrics and a finished song.
Huawei Cloud DWS Sizing Planner
Plan a minimum-spec Huawei Cloud DWS cluster with calculated compute, storage, cache, and scale-out guidance.
AI KEY·封面图制作
AI KEY creates, checks, and archives custom video covers for each requested platform and aspect ratio without stretching artwork or publishing it.
TrollBridge x402 Crypto Intelligence
TrollBridge gives AI agents pay-per-call access to crypto market data, token safety screens, scam detection, and DeFi intelligence using USDC.
种草图文笔记创作
Turn a product or topic into a ready-to-use social commerce note with engaging titles, concise first-person copy, layered hashtags, cover text, and a comment prompt.
SQL Optimizer
SQL Optimizer turns business requirements or slow SQL queries into correct, readable, dialect-specific SQL with actionable performance recommendations.
Featured*
