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pipeline

Use before Project Replicator product, hardware, PCB, CAD, manufacturing, or review work.

53

Quality

59%

Does it follow best practices?

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SecuritybySnyk

Passed

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tessl review fix ./reference/replicator-original/project-replicator/pipeline/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

75%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 content is a well-structured, lean orchestrator policy with concrete tool calls, exact file paths, explicit phase-gating, and real one-level-deep references. It earns strong marks across all dimensions with only minor organization and feedback-loop explicitness gaps.

DimensionReasoningScore

Conciseness

The body is dense procedural policy that assumes Claude's competence and never explains what PCB/CAD/Gerbers are; a few long layered sentences keep it just short of fully lean.

4 / 5

Actionability

It gives concrete executable guidance — exact tool calls (pcb.run, cad.export, cad.print.prepare), exact file paths, and exact skills to load — with only minor gaps typical of an instruction-only orchestrator.

4 / 5

Workflow Clarity

A clear numbered read order and explicit phase-gating with validation checkpoints (empty open_questions, blocked-section reporting, release-before-ending) is present, but some error-recovery feedback loops are implicit rather than spelled out.

4 / 5

Progressive Disclosure

The body is an overview pointing to three real one-level-deep reference files (operating-model.md, product-hardware-cad-workflow.md, pcb-workflow.md), clearly signaled in the read order; references are path-based rather than markdown links, a minor gap.

4 / 5

Total

16

/

20

Passed

Description

43%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 functions as a trigger clause (when to use) but fails to state what the skill actually does, leaving the 'what' half of completeness empty. Trigger keywords are reasonable but specificity of capability is minimal.

Suggestions

Add a concrete 'what' clause stating the skill's function, e.g. 'Orchestrates the product-to-manufacturing pipeline ...' before the 'Use before' trigger.

Expand the action verbs beyond 'Use before' to name 1-2 concrete capabilities (e.g. 'sequences requirements, BOM, PCB, CAD, and manufacturing phases').

Tighten the domain list or anchor it to the distinctive 'Project Replicator' niche to reduce overlap with sibling hardware/CAD skills.

DimensionReasoningScore

Specificity

The phrase 'Use before Project Replicator product, hardware, PCB, CAD, manufacturing, or review work' names the domain broadly but describes no concrete capability — the only action is 'Use before', so it lands at 'names the domain but actions are minimal or generic'.

2 / 5

Completeness

It gives a clear 'when' ('Use before ... work') but omits the 'what' — the description never states what the skill does, matching the 'only when is present without what' anchor.

2 / 5

Trigger Term Quality

'product, hardware, PCB, CAD, manufacturing, or review' are natural terms users would say, giving good keyword coverage, though some common synonyms/variations are missing.

4 / 5

Distinctiveness Conflict Risk

The 'Project Replicator' proper noun and PCB/CAD narrowing add specificity, but the broad enumeration of overlapping domains keeps real conflict risk with sibling replicator skills.

3 / 5

Total

11

/

20

Passed

Validation

100%

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

Validation16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository
JimmyPang02/open-replicator
Reviewed

Table of Contents

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