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recipe-fullstack-implement

Orchestrate full-cycle implementation across backend and frontend layers

54

Quality

61%

Does it follow best practices?

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SecuritybySnyk

Passed

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tessl review fix ./skills/recipe-fullstack-implement/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

73%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 tightly sequenced orchestration recipe with concrete routing tables, status-branching logic, mandatory validation gates, and feedback loops that earn top workflow-clarity marks. Conciseness dips slightly from repeated external references, and progressive disclosure relies on another skill's reference files rather than a local bundle.

Suggestions

De-duplicate repeated invocations of 'subagents-orchestration-guide' and 'monorepo-flow.md' by stating the rule once and back-referencing it, to tighten the token budget.

Consider extracting the detailed Task Execution Quality Cycle and Post-Implementation Review branches into a local references/ file to improve progressive disclosure and reduce inline length.

Add a short consolidated reference map (one table listing each external reference and when to read it) so the scattered 'Read ... before ...' directives are discoverable in one place.

DimensionReasoningScore

Conciseness

The body avoids explaining concepts Claude already knows and is mostly procedural, but repeats the same external references ('subagents-orchestration-guide', 'monorepo-flow.md') and restates a few rules, so it is mostly efficient yet could be tightened; not 4 due to noticeable repetition and not 2 because it is not padded with concept explanation.

3 / 5

Actionability

Provides concrete routing tables mapping filename patterns to exact subagent_type strings, explicit status-branching logic (approved/blocked/needs_revision/stub_detected), and exact field contracts (task_file, mutationEvidence, changedTestFiles), giving mostly executable guidance with minor gaps; not 5 because no literal runnable code/commands are given, though this is acceptable for an orchestration skill.

4 / 5

Workflow Clarity

Multi-step process is clearly sequenced (Situation Assessment through Final Cleanup) with explicit validation checkpoints (Review Resolution Gate [MANDATORY], Commit Boundary Check, quality-fixer status gates), a Pre-execution Checklist, and feedback loops (stub_detected returns to executor; needs_revision routes through Review Resolution Gate then re-review), matching the anchor for clear sequence with explicit validation and error-recovery loops.

5 / 5

Progressive Disclosure

Content is well-organized into clear sections and points to one-level-deep, clearly signaled references ('MANDATORY: Read references/monorepo-flow.md'), but no bundle files exist in this skill's own references/scripts/assets directories and the references resolve to another skill's bundle, so structure is good with minor organization gaps; not 5 because the body itself is somewhat monolithic and could be split.

4 / 5

Total

16

/

20

Passed

Description

48%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 clearly names its fullstack orchestration niche but offers only a generic action verb and omits any 'Use when...' trigger guidance, capping completeness at 3. Trigger-term coverage is partial and specificity is low because no concrete operations are enumerated.

Suggestions

Replace the generic verb 'Orchestrate' with 1-2 concrete operations the skill performs, e.g. 'Coordinates requirement analysis, layered design docs, and per-task implementation across backend and frontend layers'.

Add an explicit 'when' clause: 'Use when the user requests end-to-end fullstack implementation spanning backend and frontend, or full-cycle delivery from requirements through QA.'

Broaden trigger terms with natural synonyms users say, such as 'fullstack', 'web app', 'front-end and back-end', and 'end-to-end feature delivery'.

DimensionReasoningScore

Specificity

Names the domain ('full-cycle implementation across backend and frontend layers') but the only action verb is the generic 'Orchestrate', with no concrete actions on artifacts, matching the anchor 'Names the domain but actions are minimal or generic'; not 3 because no concrete operations like 'extracts' or 'fills' are listed.

2 / 5

Completeness

Has a clear 'what' (orchestrate full-cycle fullstack implementation) but no 'Use when...' clause or equivalent explicit trigger guidance, which caps completeness at 3 per the rubric; not 4 because 'when' is entirely absent rather than weakly present.

3 / 5

Trigger Term Quality

Contains some relevant terms ('full-cycle implementation', 'backend and frontend') a user might say, but misses common synonyms and natural phrasings ('fullstack', 'web app', 'front-end'), matching 'Some relevant keywords but missing common variations or synonyms'; not 4 because natural-term coverage is incomplete.

3 / 5

Distinctiveness Conflict Risk

The fullstack full-cycle orchestration niche is mostly distinct with only minor overlap risk against general coding-implementation skills, matching 'Mostly distinct; minor overlap risk'; not 5 because 'implementation' is broad enough to overlap with related skills, and not 3 because the fullstack orchestration framing is clearly scoped.

4 / 5

Total

12

/

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.

Validation15 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

referenced_paths_exist

Referenced path issues: 2 missing

Warning

Total

15

/

16

Passed

Repository
shinpr/claude-code-workflows
Reviewed

Table of Contents

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