research-cascade
Multi-source research orchestration. Chains deepwiki, submodules, WebSearch, and codebase search. Defines when to escalate and how to synthesize findings.
Profile →npx skills add majiayu000/claude-skill-registry --skill research-cascade --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# Research Cascade Orchestration **Purpose**: Define the mechanics of multi-source research. When to use each source, when to escalate, how to synthesize findings. ## Cascade Architecture ``` ┌─────────────────────┐ │ USER QUESTION │ └──────────┬──────────┘ │ ┌──────────▼──────────┐ │ UNCERTAINTY CHECK │ │ Am I confident? │ └──────────┬──────────┘ │ ┌───────────────┼───────────────┐ │ YES │ NO │ ▼ ▼ │ ┌──────────┐ ┌──────────────┐ │ │ PROCEED │ │ LEVEL 1: │ │ │ (rare) │ │ deepwiki │ │ └──────────┘ └──────┬───────┘ │ │ │ ┌─────────▼─────────┐ │ │ SUFFICIENT? │ │ └─────────┬─────────┘ │ │ │ ┌──────────────┼───────────────┤ │ YES │ NO │ ▼ ▼ │ ┌──────────┐ ┌──────────────┐ │ │ VERIFIED │ │ LEVEL 2: │ │ └──────────┘ │ Submodules │ │ └──────┬───────┘ │ │ │ ┌─────────▼─────────┐ │ │ SUFFICIENT? │ │ └─────────┬─────────┘ │ │ │ ┌──────────────┼───────────────┤ │ YES │ NO │ ▼ ▼ │ ┌──────────┐ ┌──────────────┐ │ │ VERIFIED │ │ LEVEL 3: │ │ └──────────┘ │ WebSearch │ │ └──────┬───────┘ │ │ │ ┌─────────▼─────────┐ │ │ SUFFICIENT? │ │ └─────────┬─────────┘ │ │ │ ┌──────────────┼───────────────┤ │ YES │ NO │ ▼ ▼ │ ┌──────────┐ ┌──────────────┐ │ VERIFIED │ │ [UNCERTAIN] │ └──────────┘ │ Admit lim
- Cascade Architecture
- Level 1: deepwiki Queries
- When to Use
- deepwiki Query Types
- Escalation Triggers
- Level 2: Submodule Research
- Submodule Navigation
- Level 3: WebSearch
- WebSearch Query Patterns
- Verification Required
- Level 4: Codebase Precedent
- Codebase Search Patterns
- Synthesis Protocol
- 1. Concordance Check
List available topics ls ../../submodules/website/content/src/content/docs/docs/ Search for topic find ../../submodules/website -name "*.mdx" | xargs grep -l "TOPIC" Read specific doc cat ../../submodules/website/content/src/content/docs/docs/[category]/[file].mdx Find test files find ../../submodules/effect/packages -name "*.test.ts" | head -30 Search for pattern in tests grep -r "PATTERN" ../../submodules/effect/packages/*/test/
What does the research-cascade skill do?
Multi-source research orchestration. Chains deepwiki, submodules, WebSearch, and codebase search. Defines when to escalate and how to synthesize findings.
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill research-cascade --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.