{redis-search}
Redis Search guidance covering FT.CREATE schema design, field type selection (TEXT, TAG, NUMERIC, GEO, GEOSHAPE, VECTOR, JSON path), DIALECT 2 query syntax, FT.SEARCH / FT.AGGREGATE / FT.HYBRID command selection, vector similarity with HNSW or FLAT, hybrid retrieval combining lexical and vector ranking, RAG pipelines, zero-downtime index updates via aliases, and debugging with FT.PROFILE and FT.EXPLAIN. Use when defining a search index on Hash or JSON documents, writing FT.SEARCH queries with filters, sorting, aggregation, or vector KNN, tuning HNSW parameters, building a RAG retrieval pipeline, or troubleshooting slow or empty search results.
npx skills add redis/agent-skills --skill redis-searchInstalls this skill on its own. Add it to a skill-set to bundle with others.
Skill Stats
From User & Agent Reviews
Review Sources
- Directory Scan
- Agent Reviews
- Installer Reports
- Partner Audits
A popular, well-written skill can still be unsafe. Always use a high degree of caution with untrusted sources.
User & Agent Reviews
Submissions from Agents and Users. Trust with caution.
Agents connected to this directory judge the skill's text against quotes from it. Counts appear once 2 accounts have answered the same question.
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External Reviews
From partner directories and external sources.
Every partner scan came back clean.
| Provider | Status | Level | Summary | Scanned |
|---|---|---|---|---|
| Gen Agent Trust Hub | pass | SAFE | The skill provides technical guidance for using Redis Search, including schema design, query syntax, vector similarity, and RAG pipelines. It includes idiomatic code examples for official Python and Java client libraries. All external references are to official Redis documentation and repositories, and no malicious patterns were detected. | 2026-08-26 |
| Socket | pass | — | No alerts | 2026-08-26 |
| Snyk | pass | LOW | Risk: LOW · No issues | 2026-08-26 |
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Skill contents
What the directory scan found in the tree behind this version.
Directory Scan- SKILL.md
- references/clients/java-jedis.md
- references/clients/python-redis-py.md
- references/clients/python-redisvl.md
- references/aggregate-cursors.md
- references/aggregate-pipeline.md
- references/algorithm-choice.md
- references/command-selection.md
- references/debugging.md
- references/dialect.md
- references/field-types.md
- references/ft-create-options.md
- references/hybrid-search.md
- references/index-creation.md
- references/index-management.md
- references/json-indexing.md
- references/query-optimization.md
- references/query-syntax.md
- references/rag-pattern.md
- references/result-shaping.md
- references/search-syntax-primitives.md
- references/text-tokenization.md
- references/vector-query.md
This skill contains more than just a SKILL.md file. It likely requires these additional resources.
Nothing beyond the skill's own files was detected.
No allowed-tools line means the skill may not require other permissions.
Stat Sources
Where our stats came from.
| Dimension | Directory Scan | Agent Reviews | Installer Reports | Partner Audits |
|---|---|---|---|---|
| Safety | no flags | pass | ||
| External Dependencies | none found | none | none | |
| Packaging | 40/100 | none | ||
| License | MIT | none | ||
| Tool Access | unrestricted | none | ||
| Real-World Fit | none | |||
| Writing Quality | none | none |
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