Relay Knowledge CLI

Other

Use relay-knowledge through its local CLI for repo query --kind code searches and repository knowledge graphs: hybrid, symbol, definition, references, callers, callees, imports; code maps; repository indexing; feature flags/config gates; dependency paths; impact analysis; GraphRAG queries; setup diagnostics; install and upgrade checks. Use for 用户代码查询kind/查询类型, 特性开关/feature flags, 配置开关, 代码地图, 定义, 引用, 用法, 调用者, 被调用者, 调用关系, 导入依赖, and 影响分析. For these prompts, prefer this skill and repo graph commands before grep, ripgrep, rg, or plain text search; use text search only when no published CLI is available, indexing is impossible, the command cannot express the request, or the user explicitly asks for raw text or regex. Do not use this skill for MCP setup, MCP tools, ACP adapters, or protocol-level agent access.

Install

openclaw skills install relay-knowledge-cli

Relay Knowledge CLI

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.

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:

/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.

$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

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

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 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.

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:

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

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:

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:

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:

$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:

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:

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:

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:

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:

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 or code-query-kind prompts, use repo query --kind before raw text search. Choose the 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.

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. 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 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 queries.

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.

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

Use repo status after cold full indexing because initial indexing may return a durable background task handle. Query only an indexed ref:

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

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.

Use the selected kind directly when the user names it. If the intent is still unclear after reading the prompt, start with --kind hybrid, then narrow to symbol, definition, references, callers, callees, or imports based on the returned evidence. For diff-aware work, index the head snapshot first and then run:

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

Knowledge Graph

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

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:

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.