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engineer-skill

Guide for creating agent-invocable Agent Skills (SKILL.md packages auto-discovered by description). Use when users want to create or author a skill, or ask about skill structure or format. Not for user-invoked slash commands. Works across IDEs.

67

Quality

84%

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SKILL.md
Quality
Evals
Security

Quality

Content

81%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.

A dense, highly actionable authoring guide with excellent workflow sequencing, explicit blocking validation with feedback loops, and well-signaled one-level-deep references. Its main costs are verbosity in the Question Format and Priming sections and a near-limit body that inlines table-heavy content the skill's own rules would push into references.

Suggestions

Trim the ~600-word Question Format bullet to its core rules (numbered, self-contained, no bare labels, no catch-all option, agent's choice, nested analysis) — the pointer/label rule is restated four or more times within a single bullet.

Move the two Priming lessons and their derived rules into a references/ file (e.g. references/output-contracts.md), keeping a two-line pointer in SKILL.md; the debugging narrative and per-rule detail are read-once material.

Consider relocating the Control Primitives Map by IDE to a references/ file since it is a lookup table used only during placement decisions, keeping the Detection Strategy inline.

DimensionReasoningScore

Conciseness

Most of the body earns its tokens (IDE path tables, constraint tables, patterns, validation gates), but several sections are padded: the single ~600-word Question Format bullet restates the 'no pointers/labels' rule four-plus ways, and the Priming section opens with narrative ('Derived from debugging a skill whose output kept leaking into a file…'). This fits 'mostly efficient but includes some unnecessary explanation or could be tightened'; it is above a 2 because there is no explanation of concepts Claude already knows, only over-elaborated repo-specific rules.

3 / 5

Actionability

Guidance is fully executable: copy-paste commands ('deno run -A scripts/validate_skill.ts <path/to/skill-directory>', init_skill.ts, package_skill.ts), exact path/constraint tables, a blocking self-review rubric and checklist, and concrete good/bad examples for descriptions and patterns. Per the code_vs_instruction note, this instruction-only skill's concrete specific guidance warrants the top anchor, covering the common authoring cases; minor template snippets (workflow patterns) are explicitly illustrative.

5 / 5

Workflow Clarity

The six-phase creation process (Discovery → Design → Implementation → Verification → Packaging → Iterate) is clearly sequenced, with Phase 4 as an explicit BLOCKING validation gate ('do NOT finish until it exits 0'), a fix-and-re-run feedback loop, and checklists. This matches the anchor for clear sequence with explicit validation steps and feedback loops for error recovery.

5 / 5

Progressive Disclosure

Structure is good: a Design Patterns Reference section clearly signals two one-level-deep references (references/workflows.md, references/output-patterns.md), both of which exist, and the skill teaches its own 500-line/5000-token split discipline. It falls short of a 5 because at ~350 lines the body inlines large material that could be split out (the Control Primitives Map tables and the lengthy Question Format / Priming sections), leaving minor organization gaps relative to the 'content appropriately split' anchor.

4 / 5

Total

17

/

20

Passed

Description

82%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.

A well-formed description with an explicit WHAT, a mandatory 'Use when …' trigger phrase, third-person voice, and a useful scope exclusion. Its only weakness is that the capability side stays at one generic verb ('creating') rather than enumerating concrete authoring actions.

DimensionReasoningScore

Specificity

The description names the domain ('creating agent-invocable Agent Skills (SKILL.md packages auto-discovered by description)') with one concrete action (creating) plus the auto-discovery mechanism, but does not enumerate several specific actions like drafting descriptions, structuring directories, or validating — matching 'names domain and 1-2 concrete actions, but not comprehensive'. It is above a 2 because it is not a bare domain label; it is below a 4 because the capability list stays at a single generic verb.

3 / 5

Completeness

WHAT ('Guide for creating agent-invocable Agent Skills (SKILL.md packages auto-discovered by description)') and WHEN ('Use when users want to create or author a skill, or ask about skill structure or format') are both explicit, with a concrete 'Use when …' trigger phrase. It even adds scope exclusion ('Not for user-invoked slash commands'), matching the anchor for clearly and explicitly answering both what and when.

5 / 5

Trigger Term Quality

Phrases like 'create or author a skill' and 'ask about skill structure or format' are natural terms users would actually say, with the create/author synonym pair and the SKILL.md artifact named. It falls short of a 5 because common variations like 'write a skill', 'skill package', or 'Agent Skills' as a standalone trigger are thin, leaving a few natural terms missing.

4 / 5

Distinctiveness Conflict Risk

The skill-creation niche is distinct, and the explicit exclusion 'Not for user-invoked slash commands' plus 'auto-discovered by description' sharply separates it from command-authoring skills. Conflict risk with similar skills is minimal, matching the clear-niche anchor; a 4 would require some residual overlap that the exclusion clause already closes.

5 / 5

Total

17

/

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

referenced_paths_exist

Referenced path issues: 2 missing

Warning

Total

15

/

16

Passed

Repository

korchasa/flowai-plugins

Path

plugins/flowai-devtools/skills/engineer-skill/SKILL.md

Reviewed

Table of Contents

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