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timps_pipeline_healer

Identify why a CI/CD pipeline failed and generate a minimal diff to make it pass, applying targeted fixes such as cache adjustments, image upgrades, secret injection, or retry policy updates.

Instructions

Read a failing CI/CD run and produce a minimal diff to make it green: cache tweaks, image bumps, secret injection, retry policies.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
requestNoPlain-English task or context for the agent.
languageNoPrimary programming language (default: python).python
Behavior3/5

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

The description discloses that the tool reads a failing CI/CD run and produces a diff, implying it both reads configuration and outputs changes ret. However, it does not specify whether it modifies files directly, requires credentials, or has side effects. Since no annotations exist to supply this information, the description carries the burden and only partially meets it.

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 a single sentence, front-loaded with the core action ('Read a failing CI/CD run') and then lists specific fix categories. It is concise but slightly run-on, with a colon-led list that could be clearer. No unnecessary filler.

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

Completeness2/5

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

Given no output schema and no annotations, the description must convey expected returns, side effects, and usage constraints. It mentions producing a diff and lists fix categories but omits how the diff is delivered, whether it's applied automatically or just proposed, and any requirements (e.g., repo access). With 0 required parameters and two freeform fields, the description is incomplete for safe agent use.

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?

Both parameters are fully described in the schema (request: plain-English task; language: primary programming language), so the baseline is 3. The description does not add semantics beyond the schema; it only hints that the tool operates on CI/CD, which is already implied. There is no additional guidance on parameter values or interactions.

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 purpose with a specific verb ('Read'), resource ('CI/CD run'), and outcome ('produce a minimal diff to make it green'). It also lists concrete categories of fixes (cache bumps, image bumps, secret injection, retries), which distinguishes it from sibling tools like timps_full_checkup or timps_incident_responder that likely have broader or different scopes.

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?

The description implies usage on a failing CI/CD pipeline but provides no explicit guidance on when to choose this tool over alternatives, nor does it mention any exclusions or requirements. Sibling tools like timps_full_checkup and timps_incident_responder suggest overlapping contexts, yet no differentiation is offered.

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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