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Casius999

decroche-mcp

by Casius999

analytics_update_stage

Transition an application to a new stage, automatically recording a timestamped history entry with an optional note.

Instructions

Transition an Application to a new stage.

Appends a history entry with timestamp (and optional note).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
app_idYesThe application id.
new_stageYesTarget stage.
db_pathYesPath to the SQLite database file.
noteNoOptional human note to attach.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
idYes
job_idNo
companyNo
role_titleNo
source_channelNocold_apply
urlNo
apply_urlNo
stageNosaved
stage_historyNo
resume_version_idNo
cover_letter_idNo
contact_idsNo
notesNo
thank_you_sentNo
follow_up_sentNo
tagsNo
Behavior3/5

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

With no annotations, the description discloses one behavioral trait: it appends a history entry with timestamp and optional note. However, it does not mention error cases, permission requirements, or side effects of changing stages. It adds some value beyond the schema.

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 short, front-loaded sentences with zero waste. The first sentence states the core purpose, and the second adds a behavioral detail. Every sentence earns its place.

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

Completeness3/5

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

The tool is a mutation with no annotations but has an output schema. The description covers the primary function and a key side effect, but lacks details on valid stage values, path handling, or error behavior. It is adequate for a simple tool but not comprehensive.

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 input schema already describes all parameters fully. The description repeats the optional note parameter but adds no new semantic meaning. Baseline of 3 due to 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 states the tool's action: 'Transition an Application to a new stage.' It uses a specific verb and resource, and there is no obvious sibling tool that does the same, so it is well-differentiated.

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

Usage Guidelines2/5

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

No guidance on when to use this tool versus alternatives. No prerequisites, exclusions, or context are provided. The description simply states what it does, leaving the agent to infer usage.

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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