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azmartone67

DC Hub — Data Center & Energy Intelligence

Suggest Reallocation

suggest_reallocation
Read-onlyIdempotent

Reveals replacement candidates from your shortlist when a site's ranking drops, separating same-region tactical swaps from cross-region arbitrage and flagging systemic vs. idiosyncratic drift.

Instructions

When a saved site DRIFTS (its national standing dropped — surfaced by get_shortlist refresh or a set_shortlist_alert firing), get replacement candidates from the rest of that shortlist so the alert becomes an action, not just a warning (Phase 5). Returns TWO tiers — tier_1_same_region (a near-in tactical swap) and tier_2_cross_region (a different-region arbitrage) — each re-scored against the DRIFTED slot's own objectives, PLUS drift_is_systemic: if the rest of your shortlist also slipped, the drop is region/baseline-wide and a same-region swap will inherit it (prefer cross_region); if peers held, it's idiosyncratic (tactical_ok). DC Hub does the reduction; the final weighted pick is yours. Candidates come from THIS shortlist only (save more via save_to_shortlist to widen the pool). Scoped to your API key.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
shortlist_nameYesThe shortlist to re-allocate within (created via save_to_shortlist)
drifted_site_refNoOptional site_ref of the drifted slot to replace; if omitted, the current lowest-scoring site is treated as the drifted one

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
quotaNoCaller quota state (remaining calls, tier) when available.
_entityNoPayload class discriminator (e.g. facility|market|iso_grid|queue_results|deal|report|response) — branch on this before parsing the rest.
citationNoMachine-readable citation: how to attribute DC Hub (dchub.cloud) for this payload. Normally an OBJECT {source, url, license, cite_as, retrieved_at}; a bare string is accepted and carries the attribution line itself.
provenanceNoCollection-level provenance block: {source, method, as_of, verification_counts, cite_url_template, license, cite_as}. Quote the verification level when citing.
_front_doorNoIn-band front-door hint (first workflow-entry tool of a session): call plan_query(intent) first for the ordered multi-step plan.
_return_loopNoSuggested next-session delta call (get_changes since=24h) so you pull only what changed.
site_evaluation_handoffNoPre-built follow-up calls (analyze_site / get_water_risk args) when the payload carries coordinates — an array of {tool, parameters, why} entries.
Install Server

TDQS

A4.4/5.0
Behavior5/5

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

Annotations already cover read-only/idempotent/non-destructive safety, and the description adds rich behavioral context beyond them: the TWO return tiers (tier_1_same_region vs tier_2_cross_region), the drift_is_systemic decision rule with its tactical implication (prefer cross_region vs tactical_ok), the DC Hub reduction note, and API-key scoping. This lets the agent act on results, not just parse 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 longer than average but front-loads the drift trigger and packs every sentence with function: tiers, systemic flag, scope limitation, next step. The middle section is slightly run-on, but there is no filler.

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

Completeness5/5

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

For a two-parameter tool with an output schema, safety annotations, and a decision rule, this is complete: trigger, output shape, interpretation guidance, scope constraints, and how to widen the pool are all covered. Nothing an agent needs to call it correctly or act on its results is missing.

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 coverage is 100%, so the baseline is 3; both parameters are already well-documented in the schema, including the default for drifted_site_ref (lowest-scoring site). The description reinforces that shortlist_name is scoped to the current shortlist and frames drifted_site_ref as the DRIFTED slot, but adds little syntax-level meaning beyond the schema.

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?

States a specific verb and resource: 'get replacement candidates from the rest of that shortlist' when a saved site DRIFTS. It distinguishes itself from siblings by naming its trigger (get_shortlist refresh or set_shortlist_alert firing) and its scope ('THIS shortlist only'), so an agent can tell it apart from tools like find_alternatives or rank_sites.

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 trigger condition is explicit and vivid: use it when a saved site's national standing dropped, surfaced by get_shortlist refresh or a set_shortlist_alert firing, so 'the alert becomes an action' (Phase 5). It references save_to_shortlist for widening the pool, but does not explicitly name exclusions or contrast alternatives like find_alternatives, so it stops short of a 5.

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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