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bambu-labs

Explicit advanced workflow to inspect status, upload, or cautiously start/control local Bambu Lab printers through LAN FTPS/MQTT after validated G-code exists. Use only when the user asks for printer communication or physical print control.

68

Quality

83%

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SecuritybySnyk

Passed

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SKILL.md
Quality
Evals
Security

Quality

Content

78%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-structured, mostly executable skill body with a strong safety-gated workflow and excellent progressive disclosure via clearly conditioned references. Main gaps are a prose-only upload-start example and some wordy safety prose.

Suggestions

Add a complete copy-paste example command for the upload and upload-start steps (step 4), mirroring the config/status command blocks.

Tighten the longer Safety Rules bullets and the 'Replicator review pane Handoff' paragraph to reduce token cost without losing the gating logic.

Inline a short validate->fix->retry loop or explicitly point to the debugging reference for upload/start failure recovery so the workflow's feedback loop is visible.

DimensionReasoningScore

Conciseness

Lean and operational with no over-explanation of concepts Claude already knows; a few wordy safety bullets ('Treat an explicit user request...') and the Replicator handoff paragraph could be trimmed.

4 / 5

Actionability

Provides copy-paste-ready config and status commands plus a manual JSON shape, but the upload/upload-start step is described in prose ('proceed to `upload-start --execute --confirm-start-print`') without a full example command.

4 / 5

Workflow Clarity

A clear four-step sequence with explicit validation checkpoints (validate G-code, dry-run and inspect payload, upload-only before upload-start, status before live work); explicit error-recovery feedback loops are delegated to a reference rather than inlined.

4 / 5

Progressive Disclosure

Well-signaled one-level-deep references with explicit purpose conditions ('Read references/handoff-and-debugging.md when...'), all four referenced files exist, and detail is appropriately split out of the overview.

5 / 5

Total

17

/

20

Passed

Description

87%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 precise, third-person description that concretely states capabilities and gives an explicit, scoped trigger clause. It is highly distinct and complete, with only minor gaps in natural-term synonym coverage.

DimensionReasoningScore

Specificity

Names several concrete actions ('inspect status, upload, or cautiously start/control local Bambu Lab printers through LAN FTPS/MQTT') with a clear domain, falling just short of the comprehensive multi-action 5-anchor.

4 / 5

Completeness

Explicitly answers both 'what' (advanced LAN workflow to inspect/upload/start-control printers) and 'when' with a concrete trigger clause ('Use only when the user asks for printer communication or physical print control').

5 / 5

Trigger Term Quality

Good natural triggers ('printer communication', 'physical print control') with the brand term 'Bambu Lab', but common synonyms like '3D printer' or 'send to printer' are missing.

4 / 5

Distinctiveness Conflict Risk

A clear niche (local Bambu Lab printers via LAN FTPS/MQTT after validated G-code) with distinct, scoped triggers and minimal overlap risk with other skills.

5 / 5

Total

18

/

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

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