Re

SkillAI & models

Explicit extra-research mode. Use only when the user says `/re` or clearly asks for a research-heavy pass before coding. This skill should bias Codex toward more source-checking and justification without replacing its normal orchestration.

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 Re skill

What this skill tells your AI

The instructions your AI receives, as published by dgk-dev/dgk-gpt in skills/re/SKILL.md and read by ahel’s review.

Use this as a light override, not a rigid workflow. Keep Codex's default orchestration and only add extra diligence where it matters.

Defaults

  • Inspect the local codebase first.
  • Do research in 3 passes when the task is genuinely research-heavy:
    1. Plan 3-6 sub-questions.
    2. Retrieve sources for each sub-question and follow 1-2 second-order leads when useful.
    3. Synthesize only after resolving conflicts and gaps that could change the conclusion.
  • Use Context7 first for version-sensitive library or framework behavior.
  • Use native web first for current information.
  • Use Jina only when native web is not enough for long pages, PDFs, or parallel page reads.
  • Only cite sources retrieved in the current workflow, and label any inference that is not directly supported by those sources.
  • If sources conflict, state the conflict explicitly instead of averaging them into one answer.
  • If a search result is empty, partial, or suspiciously narrow, retry with a broader query, alternate wording, or a second source before concluding there is no answer.
  • Compare options only when there is a real tradeoff.
  • Implement once the decision is clear.
  • Run the smallest relevant verification commands before finishing.

Avoid

  • Do not force phases.
  • Do not produce long research reports unless the user asked for them or the task materially benefits.
  • Do not ask extra questions if local context is already enough.
  • Do not delegate work just because this skill is active.

Large Tasks

For long tasks, optional scratch notes can live in /tmp/re-research/<slug>/.

If useful, keep a short decisions.md with:

  • key findings
  • rejected options
  • remaining risks
  • pending verification

Finish

Keep the final response compressed:

  • decision
  • source-backed justification
  • key sources or citations when they materially matter
  • code or config changed
  • tests run
  • remaining unknowns

Signals

GitHub stars
54
Forks
15
Last commit
Mar 2026
Advanced
Catalog kind
skill
Gateway key
re
Source
github.com/dgk-dev/dgk-gpt