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cerebro-creation

Implement focused Cerebro issues or PR follow-ups from Droid Create workflows.

74

0.97x
Quality

Does it follow best practices?

Impact

96%

0.97x

Average score across 3 eval scenarios

SecuritybySnyk

Passed

No known issues

SKILL.md
Quality
Evals
Security

Quality

Content

72%

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

The content is exceptionally concise and well-organized for a simple instruction skill, with concrete codebase anchors and clear stop conditions. Its main gaps are the absence of an explicit error-recovery feedback loop and only one fully executable command.

Suggestions

Add a feedback loop after the validation step, e.g. "If `make verify` fails, fix the reported issues and re-run before proceeding."

Make the testing step more executable by naming the test command or pattern (e.g. `go test ./<changed-package>/...`) instead of the generic "Run targeted tests first."

Optionally specify how to locate the relevant Go package or source connector so the smallest-change step is more concrete.

DimensionReasoningScore

Conciseness

The body is lean (six short instruction lines plus two stop conditions) with no concept explanation or filler; every line is actionable and assumes Claude's competence, matching the level-3 anchor.

3 / 3

Actionability

It gives concrete, codebase-specific guidance ("Go package boundaries", "source connector patterns", "make verify") but beyond the single make target the steps are high-level directives rather than fully executable, copy-paste-ready instructions.

2 / 3

Workflow Clarity

Steps are clearly sequenced (1-6) with a validation checkpoint ("Run targeted tests first, then make verify"), but there is no feedback loop describing what to do when verification fails, so it stops short of level 3.

2 / 3

Progressive Disclosure

The skill is under 50 lines, single-purpose, and has no external references; it is well-organized into Instructions and Stop Conditions sections, which earns a 3 under the simple-skills guidance.

3 / 3

Total

10

/

12

Passed

Description

50%

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

The description is concise and names a clear niche, but it lacks an explicit "Use when..." trigger clause and relies on internal jargon rather than natural user terms. It capably answers "what" but only implies "when."

Suggestions

Add an explicit trigger clause, e.g. "Use when implementing Cerebro issues or PR follow-ups from Droid Create workflows."

Include natural-language variations a user might say (e.g. "Cerebro ticket", "Droid Create follow-up", "Create workflow task") to improve trigger term quality.

List a couple of concrete actions (e.g. "write Go code, add tests, run make verify") to raise specificity from a single action to multiple concrete actions.

DimensionReasoningScore

Specificity

Names a concrete domain and action ("Implement focused Cerebro issues or PR follow-ups from Droid Create workflows"), but lists a single action rather than multiple specific concrete actions, so it does not reach level 3.

2 / 3

Completeness

It states what the skill does (implement Cerebro issues/PR follow-ups) but provides no "Use when..." trigger guidance, so the "when" is missing and completeness is capped at 2 per the rubric guidelines.

2 / 3

Trigger Term Quality

It includes relevant keywords ("Cerebro issues", "PR follow-ups", "Droid Create"), but these are product-internal jargon rather than natural phrasings a user would say, and common variations are missing.

2 / 3

Distinctiveness Conflict Risk

The named systems (Cerebro, Droid Create) give it a niche, but "Implement ... issues" could still overlap with general issue-implementation skills, so it is only somewhat specific.

2 / 3

Total

8

/

12

Passed

Validation

100%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository
writer/cerebro
Reviewed

Table of Contents

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