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Derive capability

derive_capability
Destructive

Scan the company's connected source code (its GitHub repo — the company repo connection through the GetFreedomOS GitHub App on Connections) and DRAFT a capability list — shipped FEATURES (each citing the file that proves it) plus attempted can't-do LIMITS — for the operator to ratify. It writes NOTHING: only items the operator ratifies become authoritative capability the marketing agents and the Integrity Gate use. Read-only; never executes or sends code. Connect the company repo with the GetFreedomOS GitHub App from Connections first. Use to populate or refresh a software product's capabilities without hand-maintaining them.

Routing: Operator wants to pull their product's real features from its code (instead of typing them) → use this

[sensitive-tier — first use may require a manager's approval; a from-now-on approval makes future calls seamless, a just-once approval re-asks next time. Call it on the first clear ask; the card is the yes — do not re-ask in chat.]

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
companyIdYesFreedomOS company id to act within (you must be a member). Required for company-scoped tools.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.6/5.0
Behavior1/5

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

The description directly contradicts the annotations. It claims 'Read-only; never executes or sends code' and 'It writes NOTHING', while annotations declare readOnlyHint=false and destructiveHint=true. This is a serious inconsistency that could lead an agent to misjudge the tool's safety profile, despite the description adding otherwise useful behavioral context such as the draft-then-ratify flow.

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

Conciseness3/5

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

The description is long and has some redundancy—'It writes NOTHING' and 'Read-only' repeat the same idea. However, it is front-loaded with the core action and each paragraph adds distinct information (precondition, routing, approval). It is not poorly structured but would benefit from tightening.

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?

For a one-parameter tool with no output schema, the description covers prerequisites, behavioral boundaries, approval requirements, and downstream consumers. It is fairly complete for an agent to invoke correctly, though it could describe the shape of the drafted capability list.

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?

With 100% schema description coverage, the schema already documents companyId well. The description adds context about the company repo connection but does not add meaning to the parameter itself beyond what the schema states. Baseline 3 is appropriate because the schema carries the parameter semantics.

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 scans connected source code and drafts a capability list of shipped features (with file citations) and attempted limits for operator ratification. It distinguishes itself from ratify_capability by noting that only operator-ratified items become authoritative, so an agent can tell its role apart from siblings.

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

Usage Guidelines5/5

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

The description gives explicit routing: use it when the operator wants to pull product features from code instead of typing them. It also provides a prerequisite (connect the company repo via the GetFreedomOS GitHub App) and notes the sensitive-tier approval requirement, giving clear when-to-use and when-to-expect-restrictions guidance.

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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