Research

SkillDev tools

Investigate a codebase, compare tools or approaches, verify current external or library facts, and research failures before making a substantive technical recommendation. Use for sufficiency and gap reviews; ordinary edits with settled requirements do not need a research stage.

Then ask your AI: use the Research skill

Details

Instructions available. Your AI can read the instructions. Execution depends on the setup they require.

Add it as a step in a pipeline you build on Ahel, or connect Ahel to Claude, ChatGPT, Cursor, Claude Code or Codex and ask your AI to use it.

What this skill tells your AI

The instructions your AI receives, as published by sgaabdu4/building-flutter-apps in .agents/skills/research/SKILL.md and read by Ahel’s review.

Approach

  • Start = decision to answer + relevant scope + settled constraints + required freshness. Reuse answers already available.
  • Coverage = derive relevant questions from the problem and authoritative sources before evaluating options. User-named tools and questions are the minimum, not the whole investigation.
  • Evidence = repository source for local behavior; official docs/source/changelogs for external contracts; issues, Reddit and other community reports for discovery and practical counterexamples.
  • Independence = search by the problem as well as named solutions; inspect credible alternatives and evidence against the preferred answer where they could change the decision.
  • Claims = distinguish documented capability, locally observed behavior, inference and unknown. Missing evidence does not establish that a capability is absent.
  • Proportion = investigate what can change the answer; no fixed search quota, mandatory report or unrelated audit.
  • Scope = reuse existing task authorization; research alone adds no permission for installation, implementation or external writes. Continue useful independent investigation when one source is unavailable.

Routes

Read each reference whose question is part of the task; skip unrelated routes.

flowchart LR
  Q{Question} -->|Repository behavior / impact| C[Codebase]
  Q -->|Options / overlap / sufficiency| O[Comparison]
  Q -->|Current external claim| E[External evidence]
  Q -->|Library / API contract| L[Library and API]
  Q -->|Failure / remedy| F[Troubleshooting]
  click C "references/codebase.md"
  click O "references/comparison.md"
  click E "references/external.md"
  click L "references/library-api.md"
  click F "references/troubleshooting.md"

Completion

  • Before concluding, revisit the original question and derived coverage: each material item has evidence, a reason it does not apply, or an explicit unknown and its consequence.
  • Resolve material contradictions by source authority, version and applicability; keep unresolved disagreements visible.
  • Claim sufficiency only for the stated scope. Name meaningful remaining gaps and explain why they are acceptable or prevent a recommendation.
  • Stop when remaining investigation is unlikely to change the decision, or the missing evidence and next useful check are clear. Do not promise exhaustive certainty.
  • Answer first, cite decisive sources beside claims, and explain tradeoffs and limits. Use a compact comparison table when it helps; do not force fixed report sections.
  • Record accepted decisions in the existing decision file when requested. Keep proposals and unknowns separate; create reusable notes only when requested or needed by subsequent work.

Signals

GitHub stars
23
Forks
4
Last commit
Oct 2026
Hacker News mentions
20
Advanced
Item type
skill
Key
research-sgaabdu4
Source
github.com/sgaabdu4/building-flutter-apps