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context-driven-development

Guide for implementing and maintaining context as a managed artifact alongside code, enabling consistent AI interactions and team alignment through structured project documentation.

21

Quality

10%

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 ./skills/context-driven-development/SKILL.md

The canonical home for this skill is context-driven-development in sickn33/agentic-awesome-skills

SKILL.md
Quality
Evals
Security

Quality

Content

20%Scale 1-3

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

This skill is extremely verbose and conceptual, reading more like a methodology whitepaper than actionable guidance for Claude. It lacks any concrete code examples, templates, or executable commands despite its 300+ line length. The content explains many things Claude already knows (what documentation is, why consistency matters) while failing to provide the specific, copy-paste-ready artifacts and commands that would make it useful.

Suggestions

Replace the verbose artifact descriptions with concrete template examples showing actual content for product.md, tech-stack.md, etc. that Claude can copy and customize.

Add executable commands or code for the `/conductor:setup` process instead of just referencing it vaguely—show exactly what files get created with what content.

Remove the 'Benefits', 'Core Philosophy', and 'Common Anti-Patterns' sections entirely—these explain concepts Claude already understands and waste token budget.

Move detailed sections (Session Continuity, Integration with Development Tools, Context Maintenance Principles) into separate referenced files and keep SKILL.md as a concise overview with clear navigation links.

DimensionReasoningScore

Conciseness

Extremely verbose at ~300+ lines. Much of the content explains concepts Claude already understands (what product.md is, benefits of documentation, anti-patterns like 'stale context'). Sections like 'Benefits', 'Core Philosophy', and 'Common Anti-Patterns' are largely unnecessary padding. The 'Do not use this skill when' section adds nothing useful.

1 / 3

Actionability

Despite its length, the skill contains zero executable code, no concrete commands (references to `/conductor:setup` are vague), no specific examples of artifact content, and no copy-paste ready templates. Instructions like 'Clarify goals, constraints, and required inputs' and 'Apply relevant best practices' are extremely vague.

1 / 3

Workflow Clarity

There is a clear high-level workflow sequence (Context → Spec & Plan → Implement) and some checklists for validation. However, the steps lack specificity—no concrete validation commands, no error recovery loops, and the checklist items are generic rather than executable verification steps.

2 / 3

Progressive Disclosure

There is one reference to `resources/implementation-playbook.md` for detailed examples, which is good. However, the massive amount of inline content (artifact descriptions, anti-patterns, best practices, integration guides) should be split into separate reference files. The skill is essentially a monolithic wall of text that could benefit greatly from better content splitting.

2 / 3

Total

6

/

12

Passed

Description

0%Scale 1-3

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

This description reads like a high-level marketing blurb rather than a functional skill description. It lacks concrete actions, natural trigger terms, explicit 'when to use' guidance, and distinctiveness. A user or Claude selecting from a list of skills would struggle to identify when this skill applies.

Suggestions

Replace abstract language with concrete actions, e.g., 'Creates and updates CLAUDE.md context files, defines project conventions, and documents coding standards for AI-assisted development.'

Add an explicit 'Use when...' clause with natural trigger terms, e.g., 'Use when the user asks about setting up a CLAUDE.md file, project context, AI instructions, coding conventions, or onboarding documentation for AI tools.'

Narrow the scope to distinguish from general documentation skills — specify the exact artifact type (e.g., CLAUDE.md, .cursorrules, context files) and the specific workflow (AI-assisted coding context).

DimensionReasoningScore

Specificity

The description uses vague, abstract language like 'implementing and maintaining context', 'managed artifact', 'consistent AI interactions', and 'team alignment'. No concrete actions are listed — it reads more like a mission statement than a capability description.

1 / 3

Completeness

The 'what' is vague (implementing and maintaining context as a managed artifact) and there is no explicit 'when' clause or trigger guidance. Without a 'Use when...' clause, completeness is capped at 2, but the weak 'what' brings it down to 1.

1 / 3

Trigger Term Quality

The description lacks natural keywords a user would say. Terms like 'managed artifact', 'structured project documentation', and 'team alignment' are abstract buzzwords. A user needing this skill would more likely say things like 'CLAUDE.md', 'context file', 'project instructions', or 'AI prompt setup'.

1 / 3

Distinctiveness Conflict Risk

The description is extremely generic — 'structured project documentation', 'consistent AI interactions', and 'team alignment' could overlap with many documentation, project management, or AI workflow skills. Nothing clearly carves out a distinct niche.

1 / 3

Total

4

/

12

Passed

Validation

90%

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

Validation10 / 11 Passed

Validation for skill structure

CriteriaDescriptionResult

frontmatter_unknown_keys

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

Warning

Total

10

/

11

Passed

Repository
administrakt0r/AI-Agents-Safe-Coding-Skills
Reviewed

Table of Contents

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