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nicolify-feature

Full-stack feature development pipeline for Nicolify. Orchestrates 6 specialized agents (architect, backend, agentic, backend-auditor, ux-designer, frontend) through 4 phases with user checkpoints. Use when building new features, adding CRUD endpoints, creating new UI screens, or implementing cross-stack functionality.

72

Quality

91%

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SKILL.md
Quality
Evals
Security

Quality

Content

88%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 well-engineered orchestration skill: fully executable agent prompts and commands, a clearly phased workflow with checkpoints, audit-driven feedback loops, and error handling. Remaining improvements are trimming the report template and UX decision prose, and moving the test-command block to a reference or script.

Suggestions

Trim minor verbosity: compress the UX approach A/B prose into a short two-option prompt template and reduce the final-output section to a checklist of required fields instead of a fully rendered markdown table.

Move the Phase 4 test-command battery (~15 commands) into a script or reference file (e.g. scripts/run_checks.sh) and invoke it from the body, shrinking SKILL.md to the orchestration logic.

Clarify Wave 1 coordination for approach B: state how the frontend agent should poll or await UI-SPEC.md from the parallel ux-designer agent (e.g., check for the file after finishing the types/API layer) to remove ambiguity in the handoff.

DimensionReasoningScore

Conciseness

The body is lean overall — agent prompts, command blocks, and a results table with almost no padding — but includes minor over-explanation that could be trimmed, e.g. the UX A/B decision prose and the fully spelled-out final report template. It fits the 'efficient; minor instances of over-explanation' anchor rather than the 5 anchor, where every token earns its place.

4 / 5

Actionability

Guidance is fully executable: concrete Agent() invocations with complete prompt text, exact bash commands ('cd backend && .venv/bin/ruff check src/ --fix --no-cache', 'npx playwright test --project=smoke'), and a structured output template. Placeholders like [path] and [module] are intentional template slots, matching the 'copy-paste ready' anchor rather than the 4 anchor with concrete gaps.

5 / 5

Workflow Clarity

Four clearly sequenced phases with three explicit user checkpoints, an audit gate ('If any FAIL findings' triggers Wave 3), and feedback loops ('If tests fail: investigate, fix in the appropriate agent, re-run'). This matches the anchor for clear sequence with explicit validation and error-recovery loops, not the 4 anchor with minor validation gaps.

5 / 5

Progressive Disclosure

Sections are well-organized and appropriately linear for an orchestrator, but everything is inlined in a ~220-line file: the 30-line test-command battery and the final-output template are natural candidates for a reference file or script. This fits the 'good structure; most content appropriately placed; minor organization gaps' anchor rather than the 5 anchor's clean split across files.

4 / 5

Total

18

/

20

Passed

Description

92%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 strong description: third-person, concrete about what the pipeline does, with an explicit 'Use when...' clause covering natural trigger scenarios. The only weakness is that synonym coverage lives in a separate triggers field rather than the description text itself.

DimensionReasoningScore

Specificity

The description names concrete actions with comprehensive coverage: 'Orchestrates 6 specialized agents (architect, backend, agentic, backend-auditor, ux-designer, frontend) through 4 phases with user checkpoints' lists the full agent roster and pipeline mechanics rather than generic claims. It clearly fits the 'multiple specific concrete actions' anchor and not the score-4 anchor, which requires minor gaps in coverage.

5 / 5

Completeness

It explicitly answers both questions: 'what' via 'Full-stack feature development pipeline... Orchestrates 6 specialized agents... through 4 phases' and 'when' via 'Use when building new features, adding CRUD endpoints, creating new UI screens, or implementing cross-stack functionality.' This matches the anchor requiring clear and explicit what AND when with concrete trigger phrases, not the 4 anchor where the 'when' is only adequate.

5 / 5

Trigger Term Quality

Natural phrases like 'building new features', 'adding CRUD endpoints', 'creating new UI screens' are what a user would actually say, matching the 'good keyword coverage; a few natural terms missing' anchor. It falls short of the 5 anchor because the description itself lacks synonyms and variations (e.g., Spanish phrasing or 'new feature'), though a separate frontmatter triggers block does supply them.

4 / 5

Distinctiveness Conflict Risk

'for Nicolify' pins a clear niche with a named agent pipeline and project-specific triggers (CRUD endpoints, UI screens, cross-stack functionality), giving minimal conflict risk with generic skills. It matches the 'clear niche with distinct triggers' anchor rather than the 4 anchor, which implies residual overlap with closely related skills.

5 / 5

Total

19

/

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

alpacapurpura/ap_sales_agent

Path

.claude/skills/nicolify-feature/SKILL.md

Reviewed

Table of Contents

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