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Whale flow vs own history

whale_context
Read-onlyIdempotent

Per-coin whale flow vs that coin's OWN logged history: multiple of its daily average, N-day-high flags, buy share now vs 7d. The "is this unusual for THIS coin" call; coin accepts a comma-separated list for portfolio briefs (single coin returns a flat object; a list returns {coins:[...]}). Keyless returns multiples and records (USD magnitudes need an active developer plan). Descriptive market data only.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
coinNoCoin symbol, for example BTC, or a comma-separated list of up to 15 for a portfolio in one call. A single coin returns a flat object, a list returns {coins:[...]} with an available:false entry for any member with no logged history. Omit for the 15 coins sitting at the highest multiple right now.
pairNoAlias for coin.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
coinNoThe coin this row describes, when one coin was asked for.
noteNoOne line saying what the numbers cover, or why there are none. Read it before reporting any zero as a market reading.
coinsNoOne row per coin when a comma-separated list was asked for. A member with no logged history comes back as available:false.
breadthNoHow wide the buying or selling is across the coins with logged history.
summaryNoThe answer in one plain sentence, computed from the fields below. Open the reply with this, then let the numbers back it up. Null only when there was nothing to summarise.
usd_24hNoTotal whale dollars in the last 24h.
availableNoFalse when this lane could not answer: a producer is dark, the pair sits outside this plan, or the argument named something we do not carry. Absent or true means the numbers are a real reading, not a guess.
since_dayNoThe first day this baseline covers.
valid_daysNoHow many days of the baseline hold usable readings.
days_loggedNoHow many days wide the baseline window is.
net_usd_24hNoBuys minus sells in the last 24h.
buy_share_7dNoShare of the last 7 days dollars that were buys, 0 to 1.
ranking_noteNoHow the list is sorted, and why a thin_baseline row can sit near the top without meaning anything.
buy_share_24hNoShare of the last 24h dollars that were buys, 0 to 1.
thin_baselineNoTrue when about one day of flow sits in the whole window, so the multiple is close to the day count by construction and is not evidence of unusual activity.
highest_in_daysNoHighest flow in this many days, or null.
mult_vs_avg_24hNoHow many times its own logged daily average the last 24h of flow is.
record_high_dayNoTrue when this is the highest recorded day for the coin.
top_by_multipleNoThe coins sitting at the highest multiple right now, when no coin was asked for.

TDQS

A4.1/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare read-only, idempotent, non-destructive behavior. The description adds genuinely useful behavioral context: keyless calls return multiples and records, USD magnitudes require an active developer plan, and result shape changes depending on whether a single coin or a list is passed. This goes beyond the annotation hints without contradicting them.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is compact and front-loaded with the core differentiator and key metrics. It packs multiple behavioral notes into a few sentences without padding. Slightly dense phrasing like 'Keyless returns multiples and records' could be clearer, but it remains efficiently structured.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the presence of an output schema, full parameter schema coverage, and read-only annotations, the description covers the remaining important invocation details: list handling, keyless limitations, plan-gated USD magnitudes, and the semantic positioning among sibling tools. No critical missing information prevents correct selection or use.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, so the schema fully documents the coin and pair parameters. The description adds contextual emphasis about comma-separated lists and return-shape changes, but this mostly restates what the schema already covers. Baseline 3 is appropriate.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly identifies the tool as a per-coin whale-flow comparison against that coin's own history, naming specific outputs (multiple of daily average, N-day-high flags, buy share now vs 7d). It positions itself as the 'is this unusual for THIS coin' call, which distinguishes it from sibling tools focused on other whale metrics.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description gives a clear selection criterion — this is the call for judging whether current whale flow is unusual relative to a coin's own logged history. It does not explicitly name sibling alternatives or state when not to use it, but the framing and title make the intended use fairly unambiguous.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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TDQS

A3.6/5.0
Disambiguation3/5

Many tools share the same broad purpose domains, such as market_digest vs market_overview vs market_snapshot and whale_context vs whale_profile vs whale_flow, making selection genuinely ambiguous for an agent. The long descriptions help separate them, but the sheer number of overlapping 'one-call' market and whale views still invites misselection, and whale_tape is a direct duplicate alias.

Naming Consistency4/5

Names are consistently snake_case and mostly follow a clear domain-prefix pattern: market_*, whale_*, hl_*, defi_*. Minor deviations like liquidations vs market_liquidations, liq_zones, my_access, and the deprecated whale_tape keep it from a perfect score, but the overall convention is predictable and readable.

Tool Count2/5

With 30 tools, the server exceeds the reasonable upper bound and feels heavy even for a broad data domain. Many tools could be consolidated—for instance, several one-call market summary tools and multiple whale-flow variants—without losing capability.

Completeness4/5

The tool set covers an impressively wide range of whale and market data: news, liquidations, funding, DEX activity, Hyperliquid wallets, market scans, history, and plan access. There are minor gaps such as no general price/OHLC history or per-wallet trade history beyond swaps and fills, but agents can work around these using the existing surface.

Resources