Vulnerability Research Tool Landscape --- Research Plan¶

Date: 2026-03-14 Status: Draft Audience: Security researchers, tool builders, vulnerability analysts

Purpose¶

Systematic research plan to populate the 28 skeleton documentation pages of the Vulnerability Research Tool Landscape knowledge base. The site serves as both a practitioner guide (helping security researchers pick the right tools) and an academic survey (comprehensive, research-backed analysis of the tool landscape).

Quality & Sourcing Strategy¶

• Best-effort first pass: Use available knowledge to produce substantive content across all pages
• Key claims cited: Major facts, benchmarks, and comparative claims get inline source links
• Knowledge gaps flagged: Unknown or uncertain claims get !!! warning "Knowledge Gap" admonitions for later verification
• No fabricated sources: If a source isn't known, flag it rather than guess

Content Depth¶

• Deep dive (2000--3000 words): Major, widely-used tools (AFL++, libFuzzer, Honggfuzz, Coverity, Infer, Valgrind, etc.)
• Standard (800--1200 words): Established but less dominant tools
• Light touch (500--800 words): Niche, emerging, or highly specialized tools
• Popularity, community size, and practical impact determine which tier a tool gets

Content Standards (per CLAUDE.md)¶

• Inline citations with markdown links for factual claims
• Cross-references using relative links between pages
• YAML frontmatter with tags: on every page
• Custom admonitions: opportunity, threat, pain-point, gap where appropriate
• Standard admonitions: info, warning, tip, example, note as needed
• Mermaid diagrams for architecture/workflow visualization
• Vega-Lite charts for quantitative comparisons where data exists
• *[TERM]: Definition abbreviations added to glossary for new acronyms
• No emojis unless Material theme icons (:material-icon-name:)
• Em dashes as ---

Page Template Structure¶

Each tool/topic page should follow this general structure (adapted per page type):

Tool Pages (Fuzzing Tools, Analysis Tools)¶

1. At a Glance --- admonition with category, key tools covered, maturity level
2. Overview --- what this category/approach is, why it matters
3. Key Tools --- profiles of major tools with:
4. Description and architecture
5. Strengths and weaknesses
6. Target use cases
7. Notable features
8. Community/maintenance status
9. Comparison Matrix --- table comparing tools on key dimensions
10. When to Use What --- decision guide for practitioners
11. Research Landscape --- academic papers, benchmarks, trends
12. Related Pages --- cross-references to other sections

Analysis Pages (SWOT, Gaps)¶

1. At a Glance --- summary admonition
2. Analysis --- structured findings with evidence from tool research
3. Implications --- what this means for practitioners and tool builders
4. Related Pages --- cross-references

Overview Pages¶

1. Summary --- high-level framing
2. Content --- varies by page (methodology, market map, landscape, takeaways)
3. Cross-references --- links to detailed pages

Execution Architecture¶

Phase 1 --- Foundation (Sequential)¶

Goal: Establish evaluation framework before tool research begins.

Scoring dimensions to define: maturity, community health, documentation quality, integration ecosystem, target domain breadth, learning curve, output quality (false positive/negative rates where known).

Phase 2 --- Core Research (4 Parallel Agents)¶

Goal: Research and write all tool/technology pages simultaneously.

Depends on: Phase 1 (methodology establishes evaluation criteria)

Agent A: Fuzzing Tools (4 pages + index)¶

Agent B: Analysis Tools (3 pages + index)¶

Agent C: Emerging Tech (4 pages + index)¶

Phase 3 --- Synthesis (2 Parallel Agents)¶

Goal: Analyze the tool landscape findings from Phase 2 to produce strategic insights.

Depends on: Phase 2 (needs tool research as input)

Agent E: SWOT Analysis (4 pages + index)¶

Agent F: Gaps & Opportunities (4 pages + index)¶

Phase 4 --- Overview & Home (Sequential)¶

Goal: Synthesize all research into overview pages and the home page.

Depends on: Phases 2 and 3 (needs all content to summarize)

Dependency Graph¶

Phase 1 (Methodology)
    │
    ▼
Phase 2 (3 parallel agents: Fuzzing, Analysis, Emerging)
    │
    ▼
Phase 3 (2 parallel agents: SWOT, Gaps)
    │
    ▼
Phase 4 (Overview + Home + Glossary --- sequential)

Estimated Total Output¶

• 28 pages of content
• ~18,000--25,000 words total
• ~50+ glossary terms with abbreviation definitions
• Diagrams: Mermaid flowcharts for tool selection, category taxonomy, architecture overviews
• Tables: Comparison matrices on every tool page
• Admonitions: Custom types (opportunity, threat, pain-point, gap) used throughout analysis sections

Verification¶

After each phase: 1. Run make lint (strict mode --- warnings as errors) as the quality gate 2. Spot-check cross-references between pages 3. Verify glossary abbreviations render as hover tooltips

Risks & Mitigations¶

tags: - glossary

Glossary¶