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.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Research
## 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
…
The line at the top of this page pins the label git:20260928.259bd6c, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
GET https://markdownregistry.com/api/v1/artifacts/art_myxlyipkbodpjwfj
GET https://markdownregistry.com/api/v1/resolve?ref=sgaabdu4/building-flutter-apps/research
GET https://markdownregistry.com/api/v1/blob/cca26a1889b53fd84251c2151abe1435b27edf6f846200583546580a0cbe6113
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
sgaabdu4/building-flutter-apps · .agents/skills/building-flutter-apps/SKILL.md · Flutter Riverpod app architecture and Windows installer delivery. Use before changing a Riverpod Flutter app/package or…
sgaabdu4/building-flutter-apps · .agents/skills/code-review/SKILL.md · Review PR, branch, commit or working-tree changes for concrete defects and fidelity to intended behavior. Also use when…
sgaabdu4/building-flutter-apps · .agents/skills/codebase-design/SKILL.md · Design or review module ownership, public interfaces and abstractions; UI token/component ownership; or domain-driven…
sgaabdu4/building-flutter-apps · .agents/skills/e2e/SKILL.md · Prove real user journeys across browser, mobile, desktop, API and CLI surfaces using the project's existing test tools…
sgaabdu4/building-flutter-apps · .agents/skills/he-build/SKILL.md · Implement and verify a ready, authorized plan through focused fixes and integrated checks, ending with a ready-for-ship…
sgaabdu4/building-flutter-apps · .agents/skills/he-learn/SKILL.md · Prevent verified repeated failures and preserve lasting decisions in terse ADRs. Use when failures recur, prevention…
sgaabdu4/building-flutter-apps · .agents/skills/he-plan/SKILL.md · Plan a change before implementation, resolve material user decisions and prepare repository-grounded UX references. Use…
sgaabdu4/building-flutter-apps · .agents/skills/he-ship/SKILL.md · Deliver a verified build through a task branch and PR, check the intended remote result, and clean up the completed…
sgaabdu4/building-flutter-apps · .agents/skills/he/SKILL.md · Apply Hard Eng's planning, project context, verification and gate-adaptation guidance when implementing or reviewing…
sgaabdu4/building-flutter-apps · .agents/skills/marketing-video/SKILL.md · Make a voiced product marketing or explainer video from real product screens. Script, cut walkthrough clips or stage…
sgaabdu4/building-flutter-apps · .agents/skills/product-walkthrough-video/SKILL.md · Record and check real web journeys for E2E proof or polished walkthrough delivery. Reuse one recorder and…
sethgammon/citadel · skills/research/SKILL.md · Focused research investigations. Converts questions into structured findings with confidence levels and source…
zhongkaifu/tensorsharp · TensorAgent/skills/research/SKILL.md · Use for web searches and current information lookups, finding sources, and fact-checking without being given any URLs…
oliver-kriska/claude-elixir-phoenix · plugins/elixir-phoenix/skills/research/SKILL.md · Research Elixir/Phoenix/Ecto topics or evaluate Hex libraries (--library). Use when learning about libraries, patterns…
boshu2/agentops · skills/research/SKILL.md · Answer one cited question: how code works, or whether a repeated pattern deserves a rule. Use when: asked how, why, or…
boshu2/agentops · plugin/skills/research/SKILL.md · Answer one cited question: how code works, or whether a repeated pattern deserves a rule. Use when: asked how, why, or…
