SkillsLib.ai

Investigative Evidence Architecture

Systematize investigations into defensible, evidence-backed narratives

3.3(3 reviews)
10+ downloads
Updated Nov 2026

What You Can Do

Map complex investigations into structured evidence chains that verify source credibility, identify logical gaps, and build defensible narratives before publication. You can validate citations, assess counter-arguments, and document your research methodology in publication-ready format. This ensures your findings withstand scrutiny and legal challenges.

Features

Evidence Chain Mapping

Visualize how sources connect and build a dependency graph showing which claims rest on which evidence, making it easy to spot weak links.

Source Credibility Assessment

Evaluate each source's reliability, bias, and verifiability on a consistent scale, then identify which claims depend on weaker sources.

Gap Analysis

Systematically identify missing evidence, uncorroborated claims, and areas where your investigation lacks support, ranked by publication risk.

Citation Verification

Check that each fact-claim is properly attributed to a source, and verify the source actually supports the claim (not misquoted or out of context).

Counter-Argument Mapping

Anticipate objections to your narrative and document pre-emptive responses, showing readers you've considered alternative explanations.

Narrative Structuring

Organize findings into a logical sequence that builds a compelling, defensible case—leading with strongest evidence, supporting weaker claims carefully.

Research Documentation

Generate standardized investigation logs, source inventories, and methodology notes that prove your work is transparent and reproducible.

Example Output

Evidence Map Output:

  • Claim: 'Vendor X inflated invoices'
    • Primary: Internal audit (highly credible)
    • Corroborating: Email chain from finance lead (direct witness)
    • Secondary: Anonymous tip (low credibility, motivates deeper look)
    • Gap: No vendor response yet

Gap Analysis:

FindingEvidenceCredibilityStatus
Invoice inflationAudit reportHigh✓ Verified
Pattern dates back 2 yearsFinance logsHigh✓ Verified
Vendor knewEmail evidenceMedium⚠ Partial (needs vendor statement)
Systemic vs. accidentalNot yet found—✗ Missing

Publication-Ready Narrative Outline:

  1. Lead: What we found (invoice overcharges, $2.3M over 24 months)
  2. How we found it (methodology: audit files, interviews)
  3. Evidence timeline (with source attribution for each fact)
  4. Counter-argument: 'Vendor says it was a billing system error' (then address it)
  5. Impact & recommendations

What's Included

  • Evidence Chain Mapper: Template and workflow to catalog sources, assign credibility scores, and visualize how claims depend on evidence.
  • Gap Identifier: Checklist that systematically finds missing evidence, weak links, and uncorroborated claims before publication.
  • Citation Verifier: Workflow to audit each fact-claim, verify attribution, and flag misquotes or claims unsupported by cited sources.
  • Counter-Argument Analyzer: Prompt-driven tool to anticipate objections, document rebuttals, and strengthen vulnerable points in your narrative.
  • Narrative Structure Guide: Framework for organizing findings into a compelling, logical sequence that builds credibility and addresses weaknesses head-on.
  • Research Documentation Pack: Reusable templates for investigation logs, source inventories, methodology statements, and audit trails to prove rigor.

Who It's For

  • Investigative journalists covering corruption, fraud, or accountability stories
  • Legal researchers and trial attorneys preparing evidence-based case narratives
  • Compliance auditors and regulators documenting findings for enforcement actions
  • Academic researchers and fact-checkers defending peer review and publication
  • Forensic analysts and fraud investigators building airtight case files

Best For

  • Multi-source, complex investigations requiring ironclad documentation
  • High-stakes reporting that may face legal challenge or public scrutiny
  • Building defensible case files for audits, enforcement, or litigation
  • Structuring research into compelling, credible narratives

You might also like

Beat Reporter Research & Story Development
$35
Beat3.3(6)
Beat Reporter Research & Story Development

Accelerate your beat reporting by organizing research, identifying story angles, discovering sources, and developing narrative frameworks. You can quickly synthesize complex topics, spot emerging trends, and prepare comprehensive story outlines that anchor your reporting. This skill helps you go deeper on your beat with less time spent on research logistics.

Story Development & Editorial Workflow
$40
News3.3(6)
Story Development & Editorial Workflow

Manage your entire story development pipeline—from assignment briefs and source research guidance to fact-checking verification and copy editing—all within Claude's context. You'll generate assignment templates, receive real-time editorial feedback, identify verification gaps, and receive copyediting suggestions with tracked changes. The skill handles complex multi-source stories, deadline pressure, and maintains editorial standards across your publication.

Datadog Dashboard & Alert Strategy Designer
$25
Datadog Dashboard & Alert Strategy Designer

You can design comprehensive Datadog monitoring strategies that transform raw metrics into actionable intelligence. Claude helps you architect dashboards that surface critical insights, configure intelligent alerts that reduce false positives, and build escalation workflows that speed up incident response. The result: measurably lower MTTR and a team that trusts your alerts.

Copy Editor's Assistant
$40
Copy4.0(4)
Copy Editor's Assistant

You can submit copy of any length—blog posts, marketing emails, website content, social media—and the Copy Editor's Assistant will systematically review it against your style guide, brand voice guidelines, and journalistic standards. It identifies specific issues with line references and provides actionable improvement suggestions for each problem. Every review produces a detailed report showing flagged content, recommended rewrites, and an overall compliance assessment.

Visual Story Angles & Assignment Analysis for News
$40
News3.8(5)
Visual Story Angles & Assignment Analysis for News

Transform breaking news briefs into compelling visual story frameworks that guide photographers toward impactful coverage. You'll receive multiple narrative angles, detailed shot lists organized by scene and purpose, and complete assignment briefs with sourcing guidance. Each output ensures comprehensive emotional and contextual storytelling from first frame to final edit.

Data Journalist Analysis System
$30
Analysis4.2(5)
Data Journalist Analysis System

This skill walks you through a structured data analysis workflow—from initial exploration and claim verification to identifying compelling story angles and building evidence-backed narratives. You'll learn to spot anomalies, validate statistics, and construct defensible arguments that stand up to scrutiny. It's designed for journalists who want to move beyond surface-level data work into serious investigative storytelling.

Data Investigation & Narrative Builder
$45
Analysis3.3(3)
Data Investigation & Narrative Builder

This skill analyzes your datasets to uncover statistically significant patterns and newsworthy insights automatically. It validates claims against your data, structures findings into compelling narratives that connect evidence to context, and generates verification frameworks so readers can trust your conclusions. You get publication-ready data stories backed by rigorous statistical analysis and transparent methodology.

Narrative Podcast Story Architecture
$30
Narrative3.3(3)
Narrative Podcast Story Architecture

You can take raw interviews and turn them into fully structured narrative podcast stories. Claude helps you map emotional arcs, optimize pacing for audio listeners, refine scripts for natural delivery, and ensure your story has a compelling beginning, middle, and end. The result is a clear roadmap from raw material to polished episode.

$30.00