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CD confluent-skill-creator

Create Confluent-specific skills for external users. Use this skill when users want to create, build, or author a new skill related to Confluent Cloud, Confluent Platform, Apache Kafka, WarpStream, Flink, Connectors, Schema Registry, Tableflow, CDC pipelines, or any Confluent product. Skills can be use-case focused (like data enrichment, CDC to Tableflow, stream processing workflows) or component-specific (like a Flink skill, Schema Registry skill, or Connector skill). Do NOT use this skill when users want to directly use Confluent products (e.g., build a pipeline, write a producer, deploy Flink SQL) — use the appropriate product-specific skill instead. This skill is specifically for creating new skills, not for using existing ones.

confluentinc/agent-skills Agent Skills author: confluentinc Apache-2.0 15 files · 5 scripts body ≈ 5 551 tokens Open the sourcegithub.com↗ analyzed 5 d ago

Create Confluent-specific skills for external users.

As a process D 48/100 · Unfinished process — References files that are not bundled: references/confluent-cloud.md, references/warpstream.md, references/<platform>.md

GeneratorPostgreSQLAWSInfrastructuretype and topics are labelled automatically from the skill text
Runs in: Claude / Claude Code ChatGPT / Codex Gemini CLI Cursor GitHub Copilot / VS Code Qwen Code Kimi Code CLI Z.ai (GLM) DeepSeek (Deep Code) Mistral Vibe LangChain (deepagents) OpenClaw Goose OpenCode
JSON
Technical rating
C
89/100
safety, quality, tests
Safety 60%
100
Quality 40%
73
Run on models
none yet
Process rating
D
48/100
Unfinished process
References files that are not bundled: references/confluent-cloud.md, references/warpstream.md, references/<platform>.md
Tools and files w 18
0
Result and completion w 14
0
Running it twice w 4
30
the three weakest of ten parameters · all ten

How to improve

  1. The SKILL.md body is over 5,000 tokens: move reference detail into references/ and load it when needed.
  2. The text references files that are not there: add them or drop the references.
For the model run — optional
  • A spec.yaml with trigger phrases and assertions — a behaviour contract for CI; `skilltest init` writes a template.

Guard findings · 0

✓ No critical or high findings

Files scanned: 12. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning body-long SKILL.md body ≈ 5551 tokens (recommended < 5000); move details to references/
  • warning missing-ref reference to a missing file: references/confluent-cloud.md
  • warning missing-ref reference to a missing file: references/warpstream.md
  • warning missing-ref reference to a missing file: references/<platform>.md
  • warning missing-ref reference to a missing file: references/confluent-platform.md
  • warning missing-ref reference to a missing file: references/apache-kafka.md

Process rating: all ten parameters 48/100

Will not run. References files that are not bundled: references/confluent-cloud.md, references/warpstream.md, references/<platform>.md
  • 0Tools and files. 5 referenced file(s) missing: references/confluent-cloud.md, references/warpstream.md, references/<platform>.md
  • 0Result and completion. Does not say what the result is
  • 30Running it twice. 19 mutating operations with no state check
  • 50When it triggers. No condition that starts the skill
  • 60Steps. 147 steps, 11 vague phrases
  • 70Inputs and preconditions. Inputs and preconditions are listed
  • 70Execution cost. Instruction body is 5551 tokens
  • 100Failures and branches. 3 branches, has a failure section
  • 100Consistency. Name and required fields are in place
  • 100Progress reporting. Reports progress
  • medium Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
  • low 12 top-level sections: this looks like several domains in one skill
  • low No test case covers injection arriving through data

Everything here is measured from the skill text rather than judged by a model, so the numbers are checkable. A parameter weighs more when it is a more common reason for the process to stall.

Quality signals

  • +5Description has no quoted example phrases that should trigger the skill
  • +3Output format is not stated: the model decides each time
  • +1No license
  • +2Single-language instructions
  • +4Description says when NOT to use the skill
  • +3Description length 742: enough signal without eating the budget
  • +4Structure: 36 headings
  • +3Step-by-step instructions: 147 items
  • +4Has examples (7 code blocks)
  • +4Reference files are cited in the instructions (5 of 5)
  • +3All 5 scripts are documented

Quality base 70; lint remarks subtract, signals add up to 100. Result: 73.