CLI Hub Matrix Knowledge Research
Capability-based multi-tool matrix for research, note-taking, document authoring, and...
Install
npx skills add HKUDS/CLI-Anything --skill cli-hub-matrix-knowledge-research -g -a claude-code -y- Repository
- HKUDS/CLI-Anything58k
- Category
- AI and agents
- Updated
- 1mo ago
- License
- Apache-2.0
- Context cost
- Mediumabout 2,679 tokens
- Runs scripts
- No, instructions only
What it does
Capability-based multi-tool matrix for research, note-taking, document authoring, and publishing. Agents compose providers (CLI-Anything harnesses, public CLIs, Python libs, native binaries, cloud APIs) per capability.
Knowledge / Office / Research Matrix (S2, v2 capability-based)
Scenario S2. Strongest coverage in the current ecosystem: search, reference management, notes, synthesis, documents, and diagrams all have first-party harnesses; Python/native fallbacks fill the rest.
Schema: docs/cli-matrix/matrix_registry.schema.md. Matrix plan: docs/cli-matrix/cli-matrix-plan.md.
Install
cli-hub matrix install knowledge-research
cli-hub matrix info knowledge-research
cli-hub matrix preflight knowledge-research --json
Provider selection constraints
- Use preflight as an availability report, not as a provider selector.
- Treat provider order as documentation order only.
- Choose from user requirements, output quality bar, offline needs, credential state, install cost, and provider notes.
- Escalate to paid or metered APIs only when credentials are already present or the user explicitly consents.
Offline context? Filter to offline: true providers.
Preflight
Run cli-hub matrix preflight knowledge-research --json first. Use the manual block below for extra probes or older cli-hub versions.
