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agent-prompt-quality-bar

Universal quality bar and final audit rubric for any agent system prompt. Activate this whenever you are unsure which archetype skill applies, or as a final review pass before writing the system prompt. It defines the required run contract, completion criteria, fallback paths, response format, and anti-patterns every produced agent prompt must satisfy.

68

Quality

83%

Does it follow best practices?

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SecuritybySnyk

Passed

No findings from the security scan

SKILL.md
Quality
Evals
Security

Quality

Content

82%Weight 40%Scale 1-5

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

The content is a well-structured, actionable instruction-only skill with clear sequencing, an explicit audit-and-revise feedback loop, and clean cross-referenced navigation. It is concise and assumes Claude's competence, with only minor redundancy across the contract and audit sections.

DimensionReasoningScore

Conciseness

The body is largely efficient and assumes Claude's competence, using tight bullet lists and bad/good contrasts, but repeated phrasing of the run-contract items across sections and the lengthy audit checklist add minor padding that could be trimmed.

4 / 5

Actionability

It provides concrete, copy-ready examples (bad/good role lines, completion-criteria block, fallback scripts) and explicit numbered audit items, with only minor gaps since it is instruction-only guidance rather than executable code.

4 / 5

Workflow Clarity

It sequences a clear multi-step process (instantiate run contract -> write required sections -> apply mandatory audit rubric -> reject anti-patterns) with an explicit validation/feedback loop ('If any item fails, revise the system prompt before writing it').

5 / 5

Progressive Disclosure

The SKILL.md is a well-organized overview with clearly labeled sections and a one-level-deep cross-references list pointing to seven related archetype skills; no bundle files exist, so the body stands alone as a clean overview with easy navigation.

5 / 5

Total

18

/

20

Passed

Description

83%Weight 40%Scale 1-5

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 clear and complete, explicitly stating both what the skill does and when to use it with concrete trigger guidance. It is mostly specific and distinct from related archetype skills, though the action list could enumerate a few more concrete operations and trigger-term synonyms.

Suggestions

Add a few more concrete trigger synonyms a user might naturally say (e.g. 'agent prompt', 'system prompt template', 'agent instructions') to broaden keyword coverage.

Enumerate more concrete actions (e.g. 'audits, scores, and revises draft agent prompts against a completion rubric') to push specificity toward the comprehensive anchor.

DimensionReasoningScore

Specificity

It names several concrete deliverables (run contract, completion criteria, fallback paths, response format, anti-patterns), but the actions are framed as 'defines' rather than multiple distinct concrete operations, leaving minor coverage gaps versus the comprehensive anchor.

4 / 5

Completeness

It explicitly answers both 'what' (universal quality bar and final audit rubric defining required run contract, completion criteria, fallback paths, response format, anti-patterns) and 'when' (activate whenever unsure which archetype applies, or as a final review pass) with concrete trigger phrases.

5 / 5

Trigger Term Quality

It gives explicit natural trigger phrasing ('whenever you are unsure which archetype skill applies', 'final review pass before writing the system prompt'), but lacks synonyms/common variations a user would actually say like 'system prompt' alternatives or 'agent template'.

4 / 5

Distinctiveness Conflict Risk

It carves a clear niche (compile check / final audit pass for agent system prompts) distinct from the archetype skills it cross-references, with only minor overlap risk against those related skills.

4 / 5

Total

17

/

20

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
mastra-ai/mastra
Reviewed

Table of Contents

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If you maintain this skill, you can claim it as your own. Once claimed, you can manage eval scenarios, bundle related skills, attach documentation or rules, and ensure cross-agent compatibility.