Skip to main content
Glama

StackFast FractWin Expert Brain

Talent Scout Reconcile Application History

talent_scout_reconcile_application_history
Read-only

Correct an owner-reported application-history state with optimistic concurrency and an append-only reconciliation receipt. Use this when an intake or imported record was incorrectly shown as applied. Preserves the history record for audit, removes not-applied records from the active application queue, and never applies, sends, or contacts anyone.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
dry_runNoPreview matched history records and the redacted reconciliation receipt without writing.
tenant_idYes
correctionsYes
sqlite_pathNoOptional local SQLite path for BYOC receipts; hosted cloud calls fail closed instead of reading local files.
auth_token_keyNoOptional wallet/env key name for the tenant Turso auth token. Never pass a raw token.
database_url_keyNoOptional wallet/env key name for the tenant Turso database URL. Never pass a raw URL or secret.
if_match_updated_atYesThe exact profile_version_updated_at from applicant_profile_status. A stale value is rejected.
tenant_database_typeNoOptional physical database routing mode. Omit for the default internal StackFast DB; use sovereign_cloud only with wallet-resolved tenant DB credentials.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultNo
public_toolYes
drafts_never_sendsNo
no_autonomous_outboundNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

A4.2/5.0
Behavior4/5

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

The description discloses important behaviors: optimistic concurrency via if_match_updated_at, append-only reconciliation receipt, preserving history for audit, and removing records from the active queue. It also explicitly states 'never applies, sends, or contacts anyone.' The readOnlyHint annotation is contradicted by the described write behaviors (creating a receipt, removing queue records), so the description actually provides more truthful behavioral context than the annotation.

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?

The description is compact and well-structured: it opens with the core action, then gives the trigger condition, then lists key behavioral guarantees. Every sentence earns its place, and the most decision-relevant information is front-loaded.

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 tool's complexity and the presence of an output schema, the description is largely complete. It explains the concurrency mechanism, audit trail, and side effects. It could have explicitly mentioned the redacted receipt format or dry_run behavior in the description, but these are covered by the parameter schema and output schema. The misleading readOnlyHint annotation is a gap, but the description compensates.

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 75%, so the schema already documents most parameters well. The description reinforces the meaning of if_match_updated_at ('optimistic concurrency') and adds context for dry_run via 'without writing,' but it does not add much semantic detail beyond the schema for parameters like corrections or tenant_database_type. This is adequate given the high schema coverage.

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's purpose: correcting an owner-reported application-history state with optimistic concurrency and an append-only receipt. It specifies the resource ('application-history state') and the action ('reconcile'), and distinguishes it from adjacent talent_scout tools by emphasizing audit preservation and queue removal.

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 explicitly states when to use it: 'when an intake or imported record was incorrectly shown as applied.' It also provides exclusions by noting it never applies, sends, or contacts anyone, which implies it is not for outreach or application creation. However, it does not explicitly name alternative sibling tools for those cases.

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

Try in Browser

Glama MCP Gateway

Add one secure layer between your agents and this server.

Resources