pshreyas77/hermes-railway/kb-report

Claude Code and agent skill by pshreyas77/hermes-railway

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Generate structured markdown reports from wiki/ knowledge base in response to complex queries, with citations and backlinks

Install

npx vskill@latest install pshreyas77/hermes-railway/kb-report

SKILL.md

kb-report Skill

Generate structured markdown reports from your wiki knowledge base in response to complex queries. Reports are saved to reports/ with full citations linking back to wiki concepts and raw sources.

Usage

/kb-report "Your complex question here"
/kb-report --topic "prediction markets" --format report
/kb-report --topic "LLM agents" --format slides --output reports/llm-agents-deck.md

Workflow

  1. Parse the query to identify relevant concepts and entities
  2. Search wiki/concepts/, wiki/entities/, and wiki/index/ for relevant pages
  3. Read all relevant markdown files end-to-end
  4. Synthesize a comprehensive answer with inline citations
  5. Write report to reports/YYYY-MM-DD-topic-slug.md
  6. Append report reference to relevant concept pages' "Reports" section

Report Format

markdown
---
query: "Your original question"
topic: "Topic Name"
date: "2026-07-12"
sources_used:
  -wiki/concepts/Concept-Name.md
  -wiki/entities/Entity-Name.md
  -0-raw/source-file.md
confidence: 0.85
---
 
# Report: Your Question
 
## Executive Summary
2-3 paragraph synthesis answering the question directly.
 
## Detailed Analysis
 
### Subtopic 1
Content with inline citations like [[Concept Name]] or [0-raw/source.md].
 
### Subtopic 2
...
 
## Key Claims & Evidence
| Claim | Confidence | Sources |
|-------|------------|---------|
| Claim 1 | 0.9 | [[Concept 1]], 0-raw/source1.md |
| Claim 2 | 0.7 | [[Concept 2]] |
 
## Gaps & Open Questions
-Question 1
-Question 2
 
## Related Concepts
-[[Related Concept 1]]
-[[Related Concept 2]]
 
## Source Traceability
All claims trace back to:
-Wiki concepts: [[Concept 1]], [[Concept 2]]
-Raw sources: 0-raw/source1.md, 0-raw/source2.md

Slide Deck Format (Marp)

markdown
---
marp: true
theme: default
title: "Topic Title"
---
 
# Topic Title
 
---
 
## Executive Summary
...
 
---
 
## Key Finding 1
...

Implementation Notes

  • Use wiki wikilinks [[Concept]] for internal citations
  • Use raw source paths 0-raw/file.md for source citations
  • Confidence scoring: 0.9+ = well-supported, 0.7-0.9 = probable, <0.7 = speculative
  • Always include "Gaps & Open Questions" section
  • Link report from relevant wiki concept pages (append to "Reports" section)
  • Support both report and slide (Marp) output formats

Security

  • Security scanPassed, 90 of 100Pattern checks on the skill's files.
  • Model reviewPassed

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