Techstack Correlation
Correlation, confidence scoring, and conflict resolution across all tech-stack signals.
by transilienceai · MIT
The skill
Correlation, confidence scoring, and conflict resolution across all tech-stack signals. Cross-validates and assigns High/Medium/Low confidence per technology.
Tech-Stack Correlation
Scope
The Phase 4 layer that consumes all detection outputs (frontend, backend, infra, security, OSINT) and produces the final vetted technology list:
- Cross-validate signals from independent sources for corroboration
- Score confidence per technology (multi-factor weighted scoring)
- Resolve conflicts between signals (version mismatch, mutually exclusive frameworks, temporal inconsistencies, categorical ambiguity)
- Flag unresolvable conflicts for manual review
Signals (input)
- Raw signals grouped by category:
http,dns,tls,javascript,html,repository,job,archive - Inferred technologies from each detection domain (frontend / backend / infra / security)
- Asset inventory (domains, subdomains, IP map) for URL-context resolution
Inferences (output)
correlated_technologies[]— each withsources,source_count,agreement_score,corroborating_signalsconflicts[]— typed (version_mismatch / mutually_exclusive / temporal_inconsistency / categorical_ambiguity), with severitytechnologies_with_confidence[]— confidence level (High / Medium / Low), score (0-1), reasoning breakdownconfidence_summary— counts, overall score, per-category breakdown, recommendationsconfidence_gaps[]— technologies needing additional evidence with suggested actions
Techniques
When to use
- Always — last analysis stage before report generation
- Required to decide what makes the final tech-stack list and at what confidence
- Pure computation; no external requests
Use this skill
Connect your agent to the Skill Store MCP server and ask for it by ref: transilienceai/techstack-correlation-41875008257.
Details
- Publisher
- transilienceai
- Category
- Security › Threat intel & forensics
- License
- MIT
- Updated
- 2026-07-29
References
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