qdrant-skills — 33 skills

Pinned source listing — machine-checked

What declarations and files are present in this pinned source?

Pinned source declarations and file hashes were listed.

Review

Machine-checked · 2026-10-19

Run UTC: 2026-10-19T12:16:17Z
Reviewed: 2026-10-19
Published: 2026-10-19
Updated: 2026-10-19

Observations · Limitations · Evidence

Works with:

Works with Claude Code

Works with Codex

Works with Gemini CLI

Works with Grok Build

What we ran

Git blob acquisition followed by static source inspection.

What we saw

Listed 33 skill declarations. Ran 146 git commands; each one's exit status and output hash is in commands.json. Scope: acquisition and static inspection.

Limits

Scope: acquisition and static inspection. Command results: commands.json.

developer-tools · skills · Upstream source · Upstream documentation

Pinned source inspection only; no runtime platform was exercised. UTC 2026-10-19T12:16:17Z, tree 817b4ff756f3e1b07596a640e2cc7fb2cf037d5d6608b5673bb51881c19809d2.

No browser or computer-use tools. Pin this exact version; the stamp does not follow updates.

Full record

name: qdrant-skills — 33 skills
slug: source-skills-b76156efc0de030d9753b9aa
type: skills
category: developer-tools
example: false
evidence state: pinned_source_listing
stamp: Pinned source listing — machine-checked
summary: Pinned source declarations and file hashes were listed.
outcome: Listed 33 skill declarations. Ran 146 git commands; each one's exit status and output hash is in commands.json. Scope: acquisition and static inspection.
rule results: ["The retained source tree matches its acquisition manifest.","Declared skill names (listing.json): qdrant-advisor; qdrant-clients-sdk; qdrant-deployment-options; qdrant-edge; qdrant-hybrid-cloud-setup; qdrant-migration-tool; qdrant-model-migration; qdrant-monitoring; qdrant-monitoring-debugging; qdrant-monitoring-setup; qdrant-multitenancy; qdrant-performance-optimization; qdrant-indexing-performance-optimization; qdrant-memory-usage-optimization; qdrant-search-speed-optimization; qdrant-scaling; qdrant-minimize-latency; qdrant-scaling-data-volume; qdrant-horizontal-scaling; qdrant-sliding-time-window; qdrant-tenant-scaling; qdrant-vertical-scaling; qdrant-scaling-qps; qdrant-scaling-query-volume; qdrant-search-quality; qdrant-search-quality-diagnosis; qdrant-search-strategies; qdrant-hybrid-search; qdrant-hybrid-search-combining; qdrant-hybrid-search-prefetches; qdrant-relevance-feedback; qdrant-sizing; qdrant-version-upgrade"]
task: What declarations and files are present in this pinned source?
setup: Git blob acquisition followed by static source inspection.
limitations: Scope: acquisition and static inspection. Command results: commands.json.
source url: https://github.com/qdrant/skills.git
documentation url: https://github.com/qdrant/skills.git
commit: d2127f6e1b9c6611fff10fe939c6fb17761aaec2
tree sha256: 817b4ff756f3e1b07596a640e2cc7fb2cf037d5d6608b5673bb51881c19809d2
file sha256: 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lockfiles: ["LOCK.json"]
utc date: 2026-10-19T12:16:17Z
source date: 2026-10-16
discovered date: 2026-10-16
retested date: 2026-10-19
reviewed date: 2026-10-19
published date: 2026-10-19
modified date: 2026-10-19
reviewer: Machine-checked
harness version: toolwitness harness at commit bb5f6ab8ae7d288da61715b984ccaa78e6224577
claude code version: Not applicable: static source inspection (commands.json).
model id: Not applicable: static source inspection (commands.json).
scanner version: Not applicable: static source inspection.
rulepack version: Not applicable: static source inspection.
agents: []
commands: ["Ran 146 git commands; each one's exit status and output hash is in commands.json. Scope: acquisition and static inspection."]
prompt list: ["Not applicable: static source inspection (commands.json)."]
history: ["2026-10-19T12:16:17Z: pinned source inspection"]
application: {"applicationCategory":"DeveloperApplication","name":"qdrant-skills — 33 skills","operatingSystem":"Not exercised","softwareVersion":"d2127f6e1b9c6611fff10fe939c6fb17761aaec2"}
review input: {"claims":[{"field":"summary","id":"acquired","sources":["LOCK.json","listing.json","commands.json"],"text":"Pinned source declarations and file hashes were listed."},{"field":"outcome","id":"listed","sources":["LOCK.json","listing.json","commands.json"],"text":"Listed 33 skill declarations. Ran 146 git commands; each one's exit status and output hash is in commands.json. Scope: acquisition and static inspection."},{"field":"rule_results.0","id":"tree","sources":["LOCK.json","listing.json","commands.json"],"text":"The retained source tree matches its acquisition manifest."},{"field":"rule_results.1","id":"declared","sources":["LOCK.json","listing.json","commands.json"],"text":"Declared skill names (listing.json): qdrant-advisor; qdrant-clients-sdk; qdrant-deployment-options; qdrant-edge; qdrant-hybrid-cloud-setup; qdrant-migration-tool; qdrant-model-migration; qdrant-monitoring; qdrant-monitoring-debugging; qdrant-monitoring-setup; qdrant-multitenancy; qdrant-performance-optimization; qdrant-indexing-performance-optimization; qdrant-memory-usage-optimization; qdrant-search-speed-optimization; qdrant-scaling; qdrant-minimize-latency; qdrant-scaling-data-volume; qdrant-horizontal-scaling; qdrant-sliding-time-window; qdrant-tenant-scaling; qdrant-vertical-scaling; qdrant-scaling-qps; qdrant-scaling-query-volume; qdrant-search-quality; qdrant-search-quality-diagnosis; qdrant-search-strategies; qdrant-hybrid-search; qdrant-hybrid-search-combining; qdrant-hybrid-search-prefetches; qdrant-relevance-feedback; qdrant-sizing; qdrant-version-upgrade"}],"evidence_sha256":{"LOCK.json":"bff0d90ea38cb5462c8a08d6068b7e12e91a1226184e0c920f58aa5cade283b7","commands.json":"b9a2f0f5b4f899b61717079074db76aae3b8a901c3ff6ba204248985c40cec3f","complete.json":"91b504b43905fdc009504d516c45eea831f39a1995b9e7d69987c9756c936d6f","identity.json":"bfb35d4f9cc07cc0dffe17db5203c47fdea4a46e919e4a4d2f00b3c04da7c5b7","listing.json":"377f4658447bc0fb01b9f272fcab3c6966a0e9b11a05d2c7e9f421a77a0fcb60","selection.json":"0ee6cf5e2f4ac80ffc4bfc9e72e290a9fb8ed9071f6f87aa9ccbfb1f0280b786"},"identity_artifact":"identity.json"}
review: {"codex":"bcc7d6e7a76431547c539e5bfef2e6339dc846cf9c94ee1fcee06d8cfecbd8d2","date":"2026-10-19","gates":"ec07e718e83dda587dda5bec0ee36613e8f6a58d4a208d5322b2f7d10ca4bd8c","grok":"4175459d90fabdbb9270862a7bdd05fd5479b44e25a96b29c57644c4fb221e4b","kind":"machine-checked","reviewed_sha256":"59a9e719e2393da1de9e05ef865c7717eb6d8e1384d800694305936d9fedbced","summary":"Deterministic gates passed; every claim rebuilt from evidence with a reviewed template; Grok reported no standing refutation."}

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transcript

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Ran 146 git commands; each one's exit status and output hash is in commands.json. Scope: acquisition and static inspection.

sinkhole log

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Not applicable: static source inspection (commands.json).

canary log

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scanner output

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normalized text

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{
  "listing": {
    "skills": [
      {
        "path": "meta/qdrant-advisor/SKILL.md",
        "name": "qdrant-advisor",
        "description": "Diagnose, troubleshoot, and advise on any Qdrant deployment by loading the latest official Qdrant skills live from skills.qdrant.tech. Use this whenever someone raises a Qdrant problem or question — slow or degraded search, high or growing memory / OOM crashes, optimizer stuck or slow, indexing slowness, scaling and sharding decisions (node count, QPS, latency, multitenancy, vertical vs horizontal), poor or irrelevant search results, hybrid search and reranking, embedding-model migration, version upgrades and compatibility, monitoring and observability (Prometheus, Grafana, health checks, /metrics, /telemetry), deployment choices (local, Docker, self-hosted, Qdrant Cloud, embedded), or client-SDK questions (Python, TypeScript, Rust, Go, .NET, Java). Trigger especially when the context is clearly a Qdrant cluster, collection, or vector-search deployment. Always prefer this skill over answering from memory: it pulls current, authoritative guidance and only the relevant context.",
        "files": {
          "meta/qdrant-advisor/SKILL.md": "e46600e367768de609379499b274d5db73261e29bb0577712438462178ff4471"
        }
      },
      {
        "path": "skills/qdrant-clients-sdk/SKILL.md",
        "name": "qdrant-clients-sdk",
        "description": "Qdrant provides client SDKs for various programming languages, allowing easy integration with Qdrant deployments.",
        "files": {
          "skills/qdrant-clients-sdk/SKILL.md": "345e36f058b00285d37a727940d8f32355082102326bf344ddae289b9e17fda2"
        }
      },
      {
        "path": "skills/qdrant-deployment-options/SKILL.md",
        "name": "qdrant-deployment-options",
        "description": "Guides Qdrant deployment selection. Use when someone asks 'how to deploy Qdrant', 'Docker vs Cloud', 'local mode', 'embedded Qdrant', 'Qdrant EDGE', 'which deployment option', 'self-

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Disclaimer

This record lists declarations and file hashes from a pinned source tree. Git command results from acquisition and static inspection are retained in commands.json. Scope: acquisition and static inspection. It is not a security or quality verdict. Changed bytes are outside this record.

Template placeholders refer to the snapshot metadata above.

Page updated 2026-10-19