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replicator-pipeline

Hardware product pipeline orchestrator (PRD → BOM → PCB → CAD → fabrication). Use FIRST for any request to design a hardware product, electronic device, PCB, or enclosure end-to-end. Routes to replicator-prd, replicator-parts, replicator-pcb, replicator-cad.

71

Quality

89%

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SecuritybySnyk

Passed

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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 well-built orchestrator body: tight stage table, explicit query-boundary policy, strong validation gates and recovery paths, and real one-level references. The main residual improvements are trimming the few promotional flourishes, showing exact command invocations for tools like `tsci`, and moving the external-corpus catalog into a reference file.

Suggestions

Trim non-actionable flourishes (e.g., "the user watches the product grow while you work") and keep the workbench section to the command, URL, and tab list.

Show the exact DRC invocation (e.g., `node_modules/.bin/tsci build`) the way the workbench and cad_inspect commands are shown, so every named tool is copy-paste runnable.

Move the nine-bullet deep-corpus catalog and the vendored-skills list into `references/` (e.g., `references/corpus-map.md`), keeping SKILL.md to the stage table, policy, and evidence rules.

DimensionReasoningScore

Conciseness

The body is dense with project-specific information (stage table, query-boundary policy, gate conditions, script paths) and explains nothing Claude already knows. A couple of trimmable flourishes remain, e.g., "the user watches the product grow while you work", which is why it sits at 4 rather than the every-token-earns-its-place anchor 5; it is well above the noticeable-verbosity anchor 3.

4 / 5

Actionability

Mostly executable guidance: a copy-paste workbench command, named scripts with flags (`cad_inspect.py --pairs`, `pcb_measure.py`, `freeroute.mjs`, `release.py`), concrete file gates (`bom_ready: true`), and the install fallback. Minor gaps — e.g., the exact `tsci` build invocation is only implied by "(`tsci` build clean)" and the parts-search script lives in a sub-skill — keep it below fully copy-paste-ready anchor 5.

4 / 5

Workflow Clarity

The multi-stage sequence is explicit with ordering gates ("do not start PCB before `bom_ready: true`", "do not start CAD ... before a PCB release exists"), validation checkpoints (DRC before Gerber release, mandatory visual render verification, numeric fit checks), and feedback loops ("If the built-in autorouter fails or violates clearance, use `freeroute.mjs`"; a source-identical re-release is refused). This matches the anchor-5 pattern of clear sequencing plus explicit validation and error recovery.

5 / 5

Progressive Disclosure

Good structure: the SKILL.md is an overview with a clearly signaled, real one-level reference (`references/project-layout.md`, verified present) and an organized per-stage catalog of the vendored corpus. The nine-line inline catalog of external corpus directories and the vendored-skills list could themselves live in a reference file, which is the minor organization gap that keeps it at 4 rather than the cleanly split anchor 5.

4 / 5

Total

17

/

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: concrete five-stage scope, explicit "Use FIRST" trigger guidance, and clear routing to sub-skills make both purpose and activation conditions unambiguous. Only minor trigger-synonym gaps (e.g., "circuit board", "prototype") keep trigger coverage from full marks.

DimensionReasoningScore

Specificity

The description lists multiple concrete actions covering the full pipeline: "Hardware product pipeline orchestrator (PRD → BOM → PCB → CAD → fabrication). Routes to replicator-prd, replicator-parts, replicator-pcb, replicator-cad." Five named stages plus explicit routing targets give comprehensive, concrete coverage of the orchestrator's scope. It is not a 4 because no meaningful capability within its stated scope (end-to-end hardware product design) is left unlisted.

5 / 5

Completeness

Both questions are explicitly answered: what — "Hardware product pipeline orchestrator (PRD → BOM → PCB → CAD → fabrication)" with routing targets; when — "Use FIRST for any request to design a hardware product, electronic device, PCB, or enclosure end-to-end." The trigger clause is concrete and explicit, matching the anchor-5 example pattern.

5 / 5

Trigger Term Quality

Good natural-term coverage: "design a hardware product, electronic device, PCB, or enclosure end-to-end" — phrases a user would naturally say. A few natural synonyms are missing (e.g., "circuit board", "schematic", "prototype", "3D print"), keeping it below the comprehensive anchor 5.

4 / 5

Distinctiveness Conflict Risk

It occupies a clear niche (end-to-end hardware product design) and explicitly distinguishes itself from its own sub-skills via "Use FIRST ... end-to-end" plus the routing list, so the orchestrator vs. single-stage sub-skill boundary is unambiguous. Minimal conflict risk.

5 / 5

Total

19

/

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.

Validation — 16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository
JimmyPang02/open-replicator
Reviewed

Table of Contents

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