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prompt-library

A comprehensive collection of battle-tested prompts inspired by [awesome-chatgpt-prompts](https://github.com/f/awesome-chatgpt-prompts) and community best practices.

Quality

47%

Does it follow best practices?

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SecuritybySnyk

Passed

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Fix and improve this skill with Tessl

tessl review fix ./plugins/AI-Agents-Safe-Coding-Skills-claude/skills/prompt-library/SKILL.md

The canonical home for this skill is prompt-library in administrakt0r/AI-Agents-Safe-Coding-Skills

SKILL.md
Quality
Evals
Security

Quality

Content

46%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 body is a well-organized catalog of genuinely usable, copy-paste-ready prompt templates — its main strength. Its weaknesses are the absence of any usage workflow (how to select and adapt a template when the skill triggers) and structure: the full library is inlined in SKILL.md with no progressive disclosure, plus several sections (prompt engineering techniques, improvement checklist, closing tip, duplicated tagline) that restate what Claude already knows.

Suggestions

Move the bulk of the template library into references/ files (e.g. references/role-based.md, references/task-specific.md, references/creative.md) and keep SKILL.md as a concise index with one or two exemplar templates per category.

Delete or drastically trim the 'Prompt Engineering Techniques', 'Prompt Improvement Checklist', closing tip, and the duplicated opening blockquote — all restate knowledge Claude already has.

Add a short 'How to use' workflow: identify the user's task type → pick the closest template → adapt placeholders ([CONCEPT], [PRODUCT]) to the user's context → offer 2-3 variations.

DimensionReasoningScore

Conciseness

Several sections restate knowledge Claude already has: the 'Prompt Engineering Techniques' section explains Chain of Thought / Few-Shot / Persona patterns, the 'Prompt Improvement Checklist' ('Clear objective: What exactly do you want?') is basic prompting advice, the closing tip ('The best prompts are specific, provide context...') is generic, and the frontmatter description is duplicated verbatim in the opening blockquote. This matches anchor 2 (noticeably verbose; several unnecessary explanations or padded sections), not anchor 3, because the padding spans multiple distinct sections rather than a couple of stray sentences.

2 / 5

Actionability

The prompt templates are concrete and copy-paste ready with explicit placeholders (e.g. 'Act as an expert software developer with 15+ years of experience...', 'Explain [CONCEPT] as if I'm 5 years old'). It falls short of anchor 5 only because the skill never tells Claude how to use the library — there is no instruction to select a category, adapt a template, or fill the placeholders when the skill activates.

4 / 5

Workflow Clarity

'When to Use This Skill' lists trigger conditions, and the individual templates contain numbered steps, but there is no skill-level workflow connecting them (how to pick and adapt a template for the user's request). This matches anchor 3 (steps present but checkpoints/gaps) rather than 2, since the templates themselves are internally well-sequenced; it is not 4 because the selection-and-adaptation process the skill exists for is left entirely implicit.

3 / 5

Progressive Disclosure

No bundle files exist (references/, scripts/, assets/ are absent) and the entire ~320-line template library is inlined in SKILL.md with zero external references, violating the principle that SKILL.md should be an overview pointing to detailed materials. It sits between anchor 2 (content that clearly belongs in separate files is inlined) and anchor 3 (structure present but content that should be separate is inline): the section headings are genuinely clear, but the complete absence of any reference offloading for a large library pulls it to 2.

2 / 5

Total

11

/

20

Passed

Description

25%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 a tagline, not a functional description: it identifies the domain but says nothing about what the skill does, when to use it, or which natural trigger phrases activate it. It would both under-trigger (users asking for a 'prompt template' or to 'act as an expert' may not match) and over-trigger (colliding with any prompting-related request).

Suggestions

Rewrite the description to state concrete actions, e.g. 'Provides ready-to-use, role-based and task-specific prompt templates (code review, debugging, refactoring, ELI5, brainstorming) for reuse and adaptation.'

Add an explicit trigger clause, e.g. 'Use when the user asks for a prompt, a role-based prompt (act as X), prompt examples, or help improving a prompt.'

Include natural synonyms users would say — 'prompt template', 'act as', 'role-play prompt', 'prompt ideas' — to improve trigger term coverage and distinctiveness from general writing skills.

DimensionReasoningScore

Specificity

The description names the domain ("battle-tested prompts") but contains no concrete action verbs — 'A comprehensive collection' tells the reader nothing about what the skill does with those prompts. It fits anchor 2 (names domain, actions minimal/generic) rather than anchor 1 because the domain is at least identified.

2 / 5

Completeness

It has only a vague 'what' ("a comprehensive collection of battle-tested prompts") and no 'when' clause whatsoever, exactly matching anchor 2 ('Has a vague what and no when'). The judging guidelines also cap completeness at 3 for a missing 'Use when...' clause, and this description is below even that bar.

2 / 5

Trigger Term Quality

Only one or two generic keywords appear ('prompts', 'community best practices'); natural phrases users would actually say — 'act as', 'prompt template', 'role-based prompt', 'improve my prompt' — are all missing, matching the anchor 2 example 'Works with files'.

2 / 5

Distinctiveness Conflict Risk

"A comprehensive collection of battle-tested prompts" is very broad and would overlap with any prompt-writing, prompt-improvement, or prompting-technique skill (this body itself contains such a section), matching anchor 2's high overlap risk.

2 / 5

Total

8

/

20

Passed

Validation

93%

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

Validation — 15 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

frontmatter_unknown_keys

Unknown frontmatter key(s) found; consider removing or moving to metadata

Warning

Total

15

/

16

Passed

Repository

administrakt0r/AI-Agents-Safe-Coding-Skills

Path

plugins/AI-Agents-Safe-Coding-Skills-claude/skills/prompt-library/SKILL.md

Reviewed

Table of Contents

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