stakewise-data-query

StakeWise data-query skill

Answer questions about StakeWise V3 by hitting public read endpoints directly. No SDK, no local server, no auth.

Flow. User question → identify data domain → consult the matching entity reference → build GraphQL → WebFetch (parallel where possible) → parse → respond in user's language.

Language. Respond in the same language the user wrote in. Field names, GraphQL keywords, URLs, and 0x addresses stay in their original form — only the prose around them is translated.

Execution rules — apply unconditionally

1. Trust this skill. When a rule applies, follow it directly. Do not re-derive the answer by introspecting unrelated entities or scanning extra sections for confirmation.
2. Consult each section at most once per turn. Prior consults are authoritative; do not revisit mid-answer.
3. Decide once. Network, time range, filter — pick at the start of the turn and execute. Do not re-evaluate the same decision after a result.
4. Batch independent fetches. Cross-network aggregates and multi-entity composites fire in parallel, not sequentially.
5. Don't poll in one turn. Soft rate limit ~1 query/sec; typical question = 1–3 queries. If subgraph lag is suspected, surface it via Checkpoint once and let the user decide whether to retry.

Decision tree

1. Inputs needed before any query:

   • User's 0x address for user-specific queries (balance, earnings, exit queue, osETH health, boost, claims, vesting, transaction history, whitelist check). If missing, ask the user in their language — never guess. Vault-only queries (APY, TVL, exchange rates, network stats) don't need an address.
   • Vault address only for single-vault questions. For "show my positions" drop the vault filter.
   • Vault by name ("Genesis Vault"): resolve via vaults(where: { displayName_contains_nocase: "<name>" }, first: 5). None → suggest the other network or check spelling. Many → list candidates.
   • Time range for history: default 30 days, mention it. Cap 365 days; hard cap 1000 days on snapshot entities.
   • Discovery filter ("top vaults"): default orderBy: totalAssets, orderDirection: desc, first: 10. "Best APY" → orderBy: apy.
   • Network: default Mainnet. GNO / xDAI / Gnosis → Gnosis. Cross-network fallback: if the address returns empty on the default network, probe the other network before "no positions".

2. Lowercase every 0x address before where:. Mixed-case silently returns empty.

3. BigInt fields are strings — BigInt(...) before arithmetic. Never JS Number.

4. Cite from sections below — never invent field names or thresholds.

5. Filter operators: numeric (_gt, _gte, _lt, _lte, _in), boolean (exact), string (_contains_nocase), references (_: { ... } for nested).

Endpoints

Plane	Mainnet	Gnosis
Subgraph (primary)	graphs.stakewise.io/mainnet/subgraphs/name/stakewise/prod	graphs.stakewise.io/gnosis/subgraphs/name/stakewise/prod
Subgraph (replica)	graphs-replica.stakewise.io/mainnet/subgraphs/name/stakewise/prod	graphs-replica.stakewise.io/gnosis/subgraphs/name/stakewise/prod
Backend GraphQL	mainnet-api.stakewise.io/graphql	gnosis-api.stakewise.io/graphql

Fallback (subgraph only): primary first. On HTTP 5xx, network timeout, or malformed JSON, retry once against the replica for that network. A 200 OK with errors[] is a query bug — fix the query, do NOT rotate. data: { entity: null } is a clean miss (answer accordingly). If both primary and replica fail, return an honest "subgraph is currently degraded" — do not synthesise.

Backend GraphQL for: vault blacklist / hidden / verified flags, paginated validators, OFAC sanctions list, average exit-queue ETA, scoring breakdown. Subgraph handles everything else. Available backend queries: vaults, vaultValidators, ofacAddresses, exitStats, scoringDetails. Backend has no replica.

Boost / leverage is Mainnet only. On Gnosis say so and skip the boost path.

How to send a query

Every query example in this skill is GraphQL. Send one as the query field of a JSON POST to the relevant endpoint URL — this is the only transport, used for all examples below:

curl -sS -X POST -H 'content-type: application/json' \
  --data '{"query": "<paste a graphql query here>"}' \
  https://graphs.stakewise.io/mainnet/subgraphs/name/stakewise/prod

Response shape: { "data": { ... } }; errors arrive as { "errors": [ ... ] } instead of data. Backend queries use the same POST against the backend URL — note the backend takes id / blacklisted / first as direct arguments on vaults(...), not inside a subgraph-style where:

{
  vaults(id: "0xVAULT") {
    id
    blacklisted
    hidden
    verified
    avgExitQueueLength
  }
}

Singular vs plural — a silent trap. vaults(id: …) (plural with a direct id arg) is backend-only. The subgraph's vaults has no id argument: passing one is silently ignored — you get the whole vault list back with no error, so reading the "first" result gives a wrong vault. A single-vault subgraph read MUST use vault(id: …) (singular) or vaults(where: { id: … }). Subgraph-only Vault fields such as allocatorMaxBoostApy, apy, score therefore come via vault(id: …) — never vaults(id: …).

Source of truth for URLs

If anything above looks stale, the canonical endpoint list is the StakeWise SDK docs at https://docs.stakewise.io/sdk/endpoints (source: @stakewise/v3-sdk documentation/endpoints.md). Note both the primary host (graphs.stakewise.io) and the replica fallback host (graphs-replica.stakewise.io) serve the /prod deployment; the /stage path on either host is a separate non-production deployment — never use it for user answers.

Quick lookups — act on these without consulting an entity reference

The patterns below cover the typical user question. Execute directly; consult the relevant entity reference only if the question deviates (extra filter, extra field, multi-vault aggregate, time range).

Quick lookup 1 — "What's my stake in vault X?"

{
  allocators(
    where: {
      address: "0xUSER",
      vault: "0xVAULT"
    }
  ) {
    assets
    apy
    totalEarnedAssets
    ltvStatus
    mintedOsTokenShares
    vault {
      displayName
    }
  }
}

Then:

• assets / 1e18 → ETH staked.
• apy is already percent: parseFloat(apy).toFixed(2) + '%'. Do NOT multiply by 100.
• totalEarnedAssets / 1e18 → lifetime earnings (can be negative — surface as-is).
• ltvStatus → quote directly.
• USD: multiply ETH amounts by assetsUsdRate from exchangeRates(first: 1).

Quick lookup 2 — "When can I withdraw?"

{
  exitRequests(
    where: {
      owner: "0xUSER",
      isClaimed: false
    }
  ) {
    isClaimable
    withdrawalTimestamp
    totalAssets
  }
}

Two branches:

• isClaimable == true → "ready to withdraw N ETH now".
• Otherwise → "estimated ready at new Date(withdrawalTimestamp * 1000)" if set; otherwise fetch backend exitStats { duration } and surface network-wide average ("network average is ~D days").

Field shapes in the Position entities.

Quick lookup 3 — "Is my osETH position healthy?"

Prefer the precomputed Allocator.ltvStatus enum (Healthy / Moderate / Risky / Unhealthy) — quote it directly. Only when the user explicitly wants a numeric health factor, compute it with the HF formula and status mapping in Units and gotchas (LtvStatus). For boost users, surface both LTVs — see Boost entities.

Quick lookup 4 — "Am I allowed to stake in this private vault?"

Private vaults gate deposits via a whitelist; some vaults also maintain a blocklist of denied addresses. Fire one combined query:

{
  vault(id: "0xVAULT") {
    isPrivate
    isBlocklist
    whitelister
    blocklistManager
  }
  privateVaultAccounts(
    where: {
      vault: "0xVAULT",
      address: "0xUSER"
    }
  ) {
    id
  }
  vaultBlockedAccounts(
    where: {
      vault: "0xVAULT",
      address: "0xUSER"
    }
  ) {
    id
  }
}

Canonical query names: privateVaultAccounts (whitelist for isPrivate vaults) and vaultBlockedAccounts (blocklist). The natural words "whitelistAccounts" / "blocklistAccounts" do NOT exist on prod and would 200-with-errors[].

Decision:

• isPrivate == false && isBlocklist == false → public, anyone can stake.
• isPrivate == true → "yes" only if privateVaultAccounts is non-empty. Empty → "no, not on whitelist"; surface whitelister so the user knows who to ask.
• isBlocklist == true → "no" if vaultBlockedAccounts is non-empty; otherwise "yes". Surface blocklistManager in the "no" branch.

Field shapes in the Network and misc entities.

Quick lookup 5 — "My total stake across networks"

Run this same query against both the Mainnet and Gnosis subgraph URLs in parallel (separate WebFetch calls — never sequential):

{
  allocators(where: { address: "0xUSER" }) {
    assets
    totalEarnedAssets
    vault {
      id
      displayName
    }
  }
}

Sum assets / 1e18 per network → { mainnet: N ETH, gnosis: M GNO }. ETH and GNO are different assets — do NOT add them. For USD totals, multiply each by its network's assetsUsdRate (Gnosis has none on its own subgraph — see Units and gotchas → Gnosis quirks for the Mainnet-fallback rule).

Quick lookup 6 — "What vaults do I have a position in?"

One query finds every vault where an address has a stake, a pending exit, or a boost position — no need to scan the whole vault list. Run against both the Mainnet and Gnosis subgraphs in parallel.

{
  vaults(
    where: {
      or: [
        { allocators_: { address: "0xUSER" } },
        { exitRequests_: { owner: "0xUSER" } },
        { leveragePositions_: { user: "0xUSER" } }
      ]
    }
  ) {
    id
    displayName
  }
}

Branches: allocators_ = active stake · exitRequests_ = in the exit queue · leveragePositions_ = boost position. A vault appears once if any branch matches; drop branches to narrow (keep only allocators_ for "where am I staking now?"). Then pull per-vault details with the matching Quick lookup above.

Don't hallucinate

• Quote endpoint URLs and field names verbatim from the entity sections below.
• Unknown field → verify on prod via per-type introspection (see Units and gotchas → Verify unknown fields). Missing on prod → say so honestly.
• Numeric thresholds (LTV status cutoffs, dust cut-off, 1000-day cap) come from Units and gotchas — copy, don't invent.
• Blog article URLs come from the Blog articles. Do NOT paraphrase article content from training data; do not invent URLs.

When something fails — troubleshoot in this order

1. Empty array on user lookup → address case. Lowercased before where: { address }?
2. Empty array on vault-specific user lookup → wrong network. Probe the other network.
3. HTTP 5xx / timeout / malformed JSON → primary outage. Retry once on replica (subgraph only). Second failure → surface outage.
4. HTTP 200 + errors[] → query bug. NOT a network issue, do NOT rotate. Verify field via introspection (see Units and gotchas → Verify unknown fields), then retry.
5. Number "looks wrong" → unit confusion. Check the numeric units table in Units and gotchas (feePercent basis points i.e. ÷100 for percent, OsTokenConfig.*Percent ×1e16, Aave.*Percent ×1e18, apy already %, snapshot timestamps in microseconds). Or wei→ETH (÷1e18). Negative totalEarnedAssets is real — surface as-is.
6. Vault missing from marketplace answer → forgot to exclude backend blacklist (see Units and gotchas → Backend blacklist).
7. Subgraph behind real-time → indexing lag. Query the Checkpoint entity (Network and misc entities) and compare its timestamp with now; surface the lag and suggest a retry if stale.

If none apply → introspect the entity to verify the field still exists on prod (schemas evolve).

Out of scope

• Writes / transactions (deposit, withdraw, mint, boost). Defer to app.stakewise.io or @stakewise/v3-sdk.
• On-chain eth_call reads (vesting claimable amount, convertToAssets rate, contract liveness). Defer to app.stakewise.io.
• V2 (sETH2 / rETH2) — legacy and out of scope. If a user mentions V2 / sETH2 / rETH2 leftovers, point them to app.stakewise.io to migrate; the skill does not detect, perform, or explain the migration.
• Swap aggregator quotes, bridge transfers, Balancer-recovery UI flow — not subgraph data.