deep-research

SkillDev tools

Conduct systematic source-backed research with scoped questions, triangulation, contradiction handling, and citation-ready synthesis.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the deep-research skill

What this skill tells your AI

The instructions your AI receives, as published by rylaispirit/rylai-codex-hermes-skills in skills/deep-research/SKILL.md and read by ahel’s review.

Rylai Codex-Hermes-Claude Edition | Original portable workflow by Rylai

Runtime Compatibility

  • Codex: install under ~/.agents/skills/deep-research.
  • Hermes: install under ~/.hermes/skills/deep-research or expose the bundle through skills.external_dirs.
  • Claude Code: install under ~/.claude/skills/deep-research or <project>/.claude/skills/deep-research.
  • Claude.ai and Cowork: upload and enable the matching per-skill ZIP.
  • Resolve bundled files relative to this skill directory; do not depend on paths from another machine.
  • Check tools, packages, credentials, network access, and runtime capabilities before execution.

Portable Deep Research

Produce a source-backed answer to a question that genuinely needs multi-source research.

Workflow

  1. Define the research question, scope, date boundary, audience, and decision the report should support.
  2. Break the question into independent sub-questions and identify preferred primary sources.
  3. Search broadly, then open and inspect the most relevant sources.
  4. Use parallel research agents only when the runtime exposes delegation and the subtasks are independent.
  5. Build an evidence table containing claim, source, date, confidence, and contradiction notes.
  6. Triangulate important claims and explain disagreements instead of silently selecting one source.
  7. Synthesize the answer with citations attached to the claims they support.
  8. State unresolved gaps, stale evidence, and inference separately from verified fact.

Boundaries

  • Ask a clarification question only when ambiguity materially changes the research result.
  • Never invent a citation, quote, URL, statistic, publication date, or source conclusion.
  • For current topics, verify freshness at execution time.

Signals

GitHub stars
55
Forks
41
Last commit
Aug 2026
Hacker News mentions
1
Advanced
Catalog kind
skill
Gateway key
deep-research-rylaispirit
Source
github.com/rylaispirit/rylai-codex-hermes-skills