Relay Knowledge CLI

Use relay-knowledge local CLI as an agent knowledge backend for repository knowledge graphs and GraphRAG: repo query --kind hybrid/symbol/definition/references/callers/callees/imports/sbom; repo software --kind dependencies/sdks/files/topics/relationships/build/iac/design/all; feature flags/config gates; indexing, impact, setup, install/upgrade diagnostics. Use for 用户代码查询kind/查询类型, 图关系, 调用关系, 导入依赖, 软件依赖, SDK/API, 代码地图, definitions, references, usage, impact. For large cold repo indexing, do not treat CLI timeouts as failure: capture repo index task ids when returned, recover missing ids from repo status alias, let service drain active tasks, or run bounded repo index-worker attempts for queued/retrying tasks. Use repo update/index refresh results or status diagnostics instead of assuming task ids. Prefer graph CLI before grep/ripgrep/rg/plain text search unless unavailable, unindexable, inexpressible, or raw regex is required. Do not use for MCP setup/tools, ACP adapters, or protocol-level agent access.

Workflow

Use the compiled relay-knowledge binary as the control surface. Resolve the executable before the first operation. Prefer JSON output for automation and read command metadata before issuing unfamiliar commands.

Treat large cold repository indexing as a status-driven workflow, not a single long foreground wait. repo index can return a code-index task id and can also start a bounded foreground worker attempt before rendering its response. If the command runner times out before JSON is captured, recover through repo status <alias> --format json and inspect active_task, checkpoint counters, and freshness before retrying. If a managed platform service is already draining the code-index queue, poll status and do not start a competing worker. If no managed service is draining work and status shows a running task after the command runner killed a foreground attempt, inspect lease_expires_at_ms and checkpoint timestamps and wait for lease recovery before retrying. When repo status or the repo index response shows a queued or retrying code-index task, run bounded single-shot repo index-worker --task-id <task-id> --format json attempts, then re-check status. Use repo update and index refresh according to their foreground completion result and status diagnostics; do not wait for task ids those commands do not expose, and do not replace task leases with unmanaged loops.

Prefer the bundled assets binary for the current operating system, CPU, and active command runner whenever it exists and version --format json succeeds. Released skill packages include Linux x64 and Windows x64 binaries at assets/linux-x86_64/relay-knowledge and assets/windows-x86_64/relay-knowledge.exe. Use the published PATH install only when the bundled asset is missing, not executable, fails its version check, has no matching OS or CPU architecture, has no matching shell boundary, the Linux host is older than the glibc 2.31 baseline, or the user explicitly asks for the system-installed binary. Version comparisons are diagnostic only; do not choose a newer PATH binary over a working bundled asset by default.

The command examples below use relay-knowledge as readable shorthand for the resolved executable. When the bundled asset is selected, substitute that asset path for relay-knowledge while keeping the same arguments.

Use the command form that matches the active shell. Do not run the Windows bundled asset from POSIX shells. That includes bash, sh, zsh, fish, and WSL bash unless the command intentionally crosses into a Windows shell boundary. On POSIX, check only the POSIX asset first and fall back to PATH only when that asset is unusable:

bash

/absolute/path/to/relay-knowledge-cli/assets/linux-x86_64/relay-knowledge version --format json
command -v relay-knowledge
relay-knowledge version --format json

If the Linux asset fails before printing JSON with an error that mentions GLIBC_, treat the bundled asset as incompatible with that host and use a published install path built for the host instead of retrying the same asset.

powershell

$relayKnowledge = "C:\absolute\path\to\relay-knowledge-cli\assets\windows-x86_64\relay-knowledge.exe"
& $relayKnowledge version --format json
Get-Command relay-knowledge
relay-knowledge version --format json

cmd

set "RELAY_KNOWLEDGE=C:\absolute\path\to\relay-knowledge-cli\assets\windows-x86_64\relay-knowledge.exe"
"%RELAY_KNOWLEDGE%" version --format json
where.exe relay-knowledge
relay-knowledge version --format json

bash

relay-knowledge help --format json
relay-knowledge help repo query --format json

Do not use source-checkout build artifacts or source builds as an installation path. This skill is intended to operate published installs only. If the binary is missing, install it from a published channel first: prefer a verified GitHub Release archive, or use cargo install relay-knowledge from crates.io when Cargo is the selected published package channel.

Before downloading a binary from GitHub Releases or crates.io, tell the user to configure a proxy when their network requires one. Prefer standard HTTPS_PROXY, HTTP_PROXY, and NO_PROXY environment variables, and preserve those settings for checksum verification and follow-up diagnostics.

Do not use this skill for MCP setup, and do not start or configure MCP from this skill. If a task asks for MCP, Streamable HTTP, resources, prompts, sessions, or protocol tools, use the project MCP documentation or a separate MCP skill instead.

For repository knowledge navigation contracts, use references/knowledge-map-workflows.md. Prefer relay-knowledge map commands to create, read, update, delete, validate, and route the shared .knowledge/knowledge-map.yaml contract. Do not hand-edit the YAML unless the CLI is unavailable and the user explicitly asks for manual repair.

When the user asks for a test, smoke check, or reproduction that should not touch existing runtime state, set an explicit temporary RELAY_KNOWLEDGE_HOME and clean it up after the scenario. Prefer local deterministic retrieval backends for isolated tests so smoke checks do not depend on external embedding services.

POSIX shells:

bash

export RELAY_KNOWLEDGE_HOME="$(mktemp -d /tmp/relay-knowledge-skill.XXXXXX)"
export RELAY_KNOWLEDGE_SEMANTIC_BACKEND=local
export RELAY_KNOWLEDGE_VECTOR_BACKEND=local

PowerShell:

powershell

$env:RELAY_KNOWLEDGE_HOME = Join-Path $env:TEMP ("relay-knowledge-skill-" + [guid]::NewGuid())
New-Item -ItemType Directory -Path $env:RELAY_KNOWLEDGE_HOME | Out-Null
$env:RELAY_KNOWLEDGE_SEMANTIC_BACKEND = "local"
$env:RELAY_KNOWLEDGE_VECTOR_BACKEND = "local"

cmd.exe:

cmd

set "RELAY_KNOWLEDGE_HOME=%TEMP%\relay-knowledge-skill-%RANDOM%-%RANDOM%"
mkdir "%RELAY_KNOWLEDGE_HOME%"
set "RELAY_KNOWLEDGE_SEMANTIC_BACKEND=local"
set "RELAY_KNOWLEDGE_VECTOR_BACKEND=local"

If each command runs in a fresh shell or tool call, pass these environment variables inline on every relay-knowledge invocation rather than relying on a previous export to persist. Prefer the tool's environment map when it is available. Otherwise choose one temporary absolute path for the scenario, substitute it into every command, and include the shell-specific assignments in the same command invocation.

POSIX per-command invocation:

bash

mkdir -p /tmp/relay-knowledge-skill-example && \
  RELAY_KNOWLEDGE_HOME=/tmp/relay-knowledge-skill-example \
  RELAY_KNOWLEDGE_SEMANTIC_BACKEND=local \
  RELAY_KNOWLEDGE_VECTOR_BACKEND=local \
  relay-knowledge status --format json

PowerShell per-command invocation:

powershell

$relayKnowledgeHome = Join-Path $env:TEMP "relay-knowledge-skill-example"; New-Item -ItemType Directory -Force -Path $relayKnowledgeHome | Out-Null; $env:RELAY_KNOWLEDGE_HOME = $relayKnowledgeHome; $env:RELAY_KNOWLEDGE_SEMANTIC_BACKEND = "local"; $env:RELAY_KNOWLEDGE_VECTOR_BACKEND = "local"; relay-knowledge status --format json

cmd.exe per-command invocation:

cmd

if not exist "%TEMP%\relay-knowledge-skill-example" mkdir "%TEMP%\relay-knowledge-skill-example" && set "RELAY_KNOWLEDGE_HOME=%TEMP%\relay-knowledge-skill-example" && set "RELAY_KNOWLEDGE_SEMANTIC_BACKEND=local" && set "RELAY_KNOWLEDGE_VECTOR_BACKEND=local" && relay-knowledge status --format json

Remove the temporary directory after capturing the test result.

Readiness

Check whether the resolved CLI works, then inspect runtime configuration and live health:

bash

relay-knowledge version
relay-knowledge setup doctor --format json
relay-knowledge health --format json
relay-knowledge service doctor --format json

On Windows, run the same diagnostics through the resolved executable.

Run live diagnostics with a command timeout when the host shell supports one, and report timeout as a diagnostic finding instead of waiting indefinitely. On Linux or hosts with GNU coreutils, timeout is acceptable:

bash

timeout 20s relay-knowledge health --format json
timeout 20s relay-knowledge service doctor --format json
timeout 20s relay-knowledge audit query --limit 50 --format json

On default macOS shells where GNU timeout is not installed, use the command runner's timeout setting if available. If only shell text is available, use a short POSIX watchdog for each diagnostic:

bash

relay-knowledge health --format json &
relay_knowledge_pid=$!
( sleep 20; kill "$relay_knowledge_pid" 2>/dev/null ) &
relay_knowledge_watchdog=$!
wait "$relay_knowledge_pid"
relay_knowledge_status=$?
kill "$relay_knowledge_watchdog" 2>/dev/null
exit "$relay_knowledge_status"

For online install or upgrades, prefer the official release path first and Cargo second:

bash

cargo install relay-knowledge
relay-knowledge version check --format json

version check only reports available stable versions. It must not replace the binary automatically. Follow installer or package-manager policy for the actual upgrade.

Code Repository Graph

For repository questions, make the index state explicit before querying. Use a short alias and narrow scope when the user provides relevant paths or languages. For code-structure, code-query-kind, or repository relationship prompts, use the graph-backed CLI surfaces before raw text search:

• repo query --kind ... for code graph retrieval tied to symbols, definitions, references, calls, imports, or SBOM dependency facts.
• repo software --kind ... for repository-wide software graph projections: dependencies, SDK/API usage, files, topics, relationships, build, IaC, design, or all slices together.
• repo feature-flags for configuration-driven feature flags and guarded-code relationships.

Treat kind values as command-local. Do not pass repo software kinds to repo query, do not pass repo query kinds to repo software, and do not use index refresh kinds (bm25, semantic, vector), worker kinds (embedding, ocr, vision, extractor), or knowledge-map source kinds (repo, file, doc, config, db, ci, runtime, wiki, monitoring) as repository query kinds.

Use --path only where the CLI supports a path filter: repo register stores the indexed scope, while repo query and repo feature-flags narrow reads inside an already indexed scope. Do not pass --path to repo index, repo scope preview, repo update, repo impact, or repo software; those commands use the registered scope plus their ref arguments. For non-Git source directories, use --ref HEAD for the normal moving filesystem snapshot. The worktree selector is for Git worktree overlays only.

repo query --kind Code Retrieval

Choose the command-local query kind from the user's intent:

• hybrid: natural-language discovery, broad concepts, or ambiguous code questions.
• symbol: symbol, class, function, method, type, or constant name lookup.
• definition: definitions, declarations, implementations, and API locations.
• references: references, usages, and "where is this used" questions.
• callers: incoming call edges and "who calls this" questions.
• callees: outgoing call edges and "what does this call" questions.
• imports: import, include, module, and dependency edges.
• sbom: package-manager dependency inventory from indexed manifests and lockfiles.

Use references/cli-workflows.md for deeper recipes, but keep this selection rule: if the user names a supported kind, use it directly. If the intent is unclear, start with --kind hybrid, then narrow to symbol, definition, references, callers, callees, imports, or sbom based on the returned evidence. For call-chain questions, expand callers or callees step by step from the known symbol and report when the CLI exposes only bounded one-hop call edges.

bash

relay-knowledge repo register /path/to/repo \
  --alias core \
  --path src \
  --format json

relay-knowledge repo scope preview core --ref HEAD --format json
relay-knowledge repo index core --ref HEAD --format json
relay-knowledge repo status core --format json

Non-Git source directories use the same registered path filter and HEAD selector flow. The resulting indexed commit is a filesystem:<hash> snapshot; query HEAD after indexing unless you intentionally copy an explicit filesystem:<hash> from repo status.

powershell

relay-knowledge repo register "D:/workspace/hello" --alias hello --path "云存储服务开发部" --format json
relay-knowledge repo index hello --ref HEAD --format json
relay-knowledge repo query hello --query "关键词" --kind hybrid --ref HEAD --format json

Use repo status after cold full indexing because initial indexing may return a durable background task handle or may time out before the response is captured. In non-interactive agent sessions where a long-running platform service is not already draining the queue, run one or more explicit single-shot worker attempts with the task id returned by repo index or shown by repo status:

bash

relay-knowledge repo index-worker --task-id <task-id> --format json
relay-knowledge repo status core --format json

repo index-worker --format json always returns a parseable result. When no eligible task is available it reports claimed=false and task=null. --format streaming-json emits started, item, and completed events, with the worker result in the item.payload. Each worker attempt still uses durable leases, checkpoints, retry backoff, and the single-writer indexing boundary. Query only an indexed ref:

bash

relay-knowledge repo query core \
  --query retry_policy \
  --kind hybrid \
  --ref HEAD \
  --path src \
  --language rust \
  --freshness wait-until-fresh \
  --limit 10 \
  --format json

repo software --kind Software Graph

Use repo software when the user asks for graph relationships or a repository overview beyond one symbol-level code query:

• dependencies: package and manifest dependency facts.
• sdks: SDK/API usage and unresolved external target metadata.
• files: file roles and indexed source/document surfaces.
• topics: documentation and source topics discovered from indexed evidence.
• relationships: cross-domain relationships between files, topics, configs, dependencies, SDK/API usages, build targets, IaC resources, and design facts.
• build: build target and build-manifest facts.
• iac: infrastructure-as-code resource facts.
• design: design documentation and design element facts.
• all: all software graph slices for repository overviews or when the user asks for "everything" about the software graph.

For prompts like "show graph relationships", "what relates these modules", "dependency paths", "software architecture map", or "代码图关系", prefer --kind relationships first. Use --kind all when the user asks for a broad inventory that should include relationship context and all supporting slices.

bash

relay-knowledge repo software core \
  --kind relationships \
  --ref HEAD \
  --freshness wait-until-fresh \
  --limit 100 \
  --format json

Feature Flags and Impact

For feature flag, config gate, environment-variable gate, settings gate, gray-release switch, or guarded-code prompts, use the separate repo feature-flags command. Do not invent repo query --kind feature_flag; feature flags are indexed graph facts, not a normal query kind.

bash

relay-knowledge repo feature-flags core \
  --query checkout \
  --ref HEAD \
  --path src \
  --limit 20 \
  --format json

repo feature-flags reads feature flag facts and FTS documents from the indexed scope. It must not recursively scan source at query time. After adding or fixing feature flag extraction rules, run repo index or repo update before expecting new facts in this command.

For diff-aware work, index the head snapshot first and then run:

bash

relay-knowledge repo update core --base main --head HEAD --format json
relay-knowledge repo impact core --base main --head HEAD --limit 100 --format json
relay-knowledge repo report core --format markdown

Use grep, ripgrep, rg, or other plain text search only as a fallback after the CLI is unavailable, the target scope cannot be indexed, the supported query/software kinds cannot express the request, or the user explicitly needs raw text or regex matching instead of graph semantics. Do not start with grep or rg for code kind or graph relationship queries.

Knowledge Graph

For non-code evidence, ingest scoped text, refresh derived indexes when needed, and query with freshness metadata:

bash

relay-knowledge ingest --source docs \
  --content "Rust async services isolate blocking SQLite work" \
  --entity Rust \
  --format json

relay-knowledge query SQLite \
  --source docs \
  --freshness wait-until-fresh \
  --limit 10 \
  --format json

relay-knowledge index refresh --kind bm25 --format json
relay-knowledge graph inspect --format json

Troubleshooting

If a command fails, prefer its JSON error when present; otherwise read the stderr or text error exactly and avoid guessing hidden state. Run diagnostics in this order:

bash

relay-knowledge status --format json
relay-knowledge setup doctor --format json
relay-knowledge health --format json
relay-knowledge service doctor --format json
relay-knowledge audit query --limit 50 --format json

For empty code results, verify repo status, the queried ref, path/language filters, and --kind. Use --kind hybrid before narrowing. For stale graph results, use --freshness wait-until-fresh or run index refresh explicitly.

For deeper command recipes, read references/cli-workflows.md.