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Bidda Sovereign Intelligence

get_audit_pack

Read-only

Export a run as a governance evidence pack: the signed receipt, every entry, a roll-up of the nodes consulted (with pinned versions/hashes), an independent hash-chain + Merkle integrity self-check, and a coversheet mapping the receipt to the record-keeping obligations it supports (EU AI Act Art. 12/26, ISO/IEC 42001, NIST AI RMF). A sealed run is readable by id; a still-open run's draft pack needs your api_key.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
run_idYesThe run to export.
api_keyNoOptional: your Bidda key, required for a still-open (unsealed) run.

TDQS

A4.3/5.0
Behavior4/5

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

Annotations already declare readOnlyHint=true and openWorldHint=true. The description adds the important behavioral trait that a still-open run's draft pack requires api_key, and clarifies that sealed runs are readable by id. This goes beyond the annotations 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.

Conciseness5/5

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

Two sentences; the first lists contents compactly, the second clarifies state-dependent behavior. No redundant or filler text; every phrase adds information.

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 2-parameter tool with no output schema, the description sufficiently describes what the tool returns (pack contents) and the access conditions. No missing critical information such as error cases, but those are not necessary for a read-only export.

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

Parameters4/5

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

Input schema already documents both parameters with 100% coverage. The description adds the conditional that api_key is needed for unsealed runs, which clarifies the otherwise optional parameter's role. This extra context elevates it above the baseline.

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 states the tool exports a run as a governance evidence pack, listing concrete contents (signed receipt, entries, node roll-up, hash-chain/Merkle check, coversheet). This distinguishes it from sibling tools like get_run by specifying the full audit pack rather than just run details.

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

Usage Guidelines3/5

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

The description provides context about sealed vs open runs and the api_key requirement, but does not explicitly mention when to use this tool over alternative siblings (e.g., get_run). No exclusions or alternative tool references are given, so usage is only implied.

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

A4/5.0
Disambiguation4/5

Most tools have clearly distinct purposes. The few overlapping pairs (get_node vs consult_node, get_latest_changes vs obligation_deltas) are explicitly differentiated in their descriptions, so an agent should be able to select correctly. No tools appear to do the same thing.

Naming Consistency3/5

The majority of tools follow a clear verb_noun pattern (get_node, create_attestation, seal_run). However, several tools deviate significantly: drift_check and gap_check put the noun first, obligation_deltas is a bare noun, and point_in_time and oscal_assessment_results are noun phrases without a verb. This inconsistency makes the set feel less predictable.

Tool Count3/5

At 25 tools, this is at the heavy end of the range. However, the tool set covers a very broad compliance intelligence domain, including discovery, compliance checks, run management, attestations, and change feeds. Each tool has a clear role, but the sheer number may overwhelm agents that need only a subset of functionality.

Completeness5/5

The tool surface is very comprehensive for a compliance intelligence platform. It covers discovery (browse, search, list, get), action compliance checking, jurisdiction comparison, dependency analysis, change tracking, run ledger management, attestation creation, and evidence export. There are no obvious dead ends or missing core operations for the stated domain.

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