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blog-flow

FLOW framework integration for bloggers. Evidence-led content workflow using the Find, Optimize, Win loop with stage-specific AI prompts from the FLOW knowledge base (30 blog-applicable prompts, CC BY 4.0). Use when user says "FLOW", "FLOW framework", "blog flow", "evidence-led blogging", "find optimize win", or wants stage-specific blog prompts.

70

Quality

87%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

SKILL.md
Quality
Evals
Security

Quality

Content

85%

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

A well-structured, highly actionable skill body with clear sequenced workflows, explicit validation for the batch sync operation, and accurate progressive disclosure that matches the real bundle. The main weakness is mild redundancy in the introductory prose, which costs it the top conciseness score.

Suggestions

Remove the duplicated phrasing: "turning query data, source notes, and page evidence into structured decisions instead of improvised prompts" appears almost verbatim in both the opening paragraph and the FLOW overview section — keep it in one place only.

Tighten the conceptual intro (lines 27-35): the explanation of what FLOW is and why local-SEO prompts are excluded can be condensed to a single sentence each, since the commands and reference sections already convey the surface area.

DimensionReasoningScore

Conciseness

Largely efficient and actionable, but the phrase "turning query data, source notes, and page evidence into structured decisions instead of improvised prompts" appears nearly verbatim in both the opening (lines 21-23) and the FLOW overview (lines 28-30), and the introductory prose explaining what FLOW is could be tightened; not every token earns its place.

2 / 3

Actionability

Concrete, executable guidance throughout: exact sub-commands, specific file paths to read per stage, a defined 2-to-3 prompt selection rule with stated criteria, exact sync invocations with flags (--dry-run, --ref <sha>), and a copy-paste-ready attribution block.

3 / 3

Workflow Clarity

Each sub-command has a clearly numbered sequence, and the batch sync operation includes explicit validation (lockfile drift reported every run, atomic writes, path-traversal guard) plus an error-handling table with recovery actions, providing feedback loops for error recovery.

3 / 3

Progressive Disclosure

A clear overview points to one-level-deep references (flow-framework.md, bibliography.md, prompts/README.md, and per-stage prompt directories) with explicit load conditions; the on-disk bundle matches the documented counts (find=5, optimize=21, win=3, leverage=1, 30 total), and "Load on demand. Do NOT load all at startup" signals navigation clearly.

3 / 3

Total

11

/

12

Passed

Description

90%

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 strong description that explicitly answers both what the skill does and when to use it, with natural trigger terms and a clear, distinctive niche. The only mild gap is specificity: it names the framework and loop rather than enumerating a comprehensive list of concrete actions.

DimensionReasoningScore

Specificity

Names the domain and some actions ("Evidence-led content workflow using the Find, Optimize, Win loop with stage-specific AI prompts"), but does not enumerate multiple concrete actions in the manner of "extract text, fill forms, merge documents" — it describes integration rather than a comprehensive action list.

2 / 3

Completeness

Clearly states what the skill does (FLOW framework integration / Find-Optimize-Win loop with stage-specific prompts) and provides an explicit "Use when user says..." clause with concrete triggers, answering both what and when.

3 / 3

Trigger Term Quality

Explicit natural trigger phrases a user would say are listed: "FLOW", "FLOW framework", "blog flow", "evidence-led blogging", "find optimize win", giving good coverage of common variations.

3 / 3

Distinctiveness Conflict Risk

The FLOW/blog-flow niche and its distinctive trigger terms ("FLOW framework", "find optimize win") are unlikely to overlap with or wrongly trigger other skills.

3 / 3

Total

11

/

12

Passed

Validation

87%

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

Validation14 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

frontmatter_unknown_keys

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

Warning

referenced_paths_exist

Referenced path issues: 9 deeper-than-1-level

Warning

Total

14

/

16

Passed

Repository
AgriciDaniel/claude-blog
Reviewed

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