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ruview-configure

Configure RuView — ESP32 sdkconfig variants, NVS provisioning, WiFi channel / MAC filter overrides (ADR-060), edge intelligence modules (ADR-041), sensing-server flags, multi-node mesh, and Cognitum Seed integration. Use when adjusting how a deployed RuView system behaves without changing code.

72

Quality

88%

Does it follow best practices?

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SecuritybySnyk

High

Do not use without reviewing

SKILL.md
Quality
Evals
Security

Quality

Content

92%

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

A concise, highly actionable, well-sequenced configuration reference with explicit safety guidance for the destructive NVS operation. The main weakness is progressive disclosure: most reference material is inline with no dedicated bundle files to offload detail into.

Suggestions

Move dense reference material (e.g., the full NVS flag table, edge-module script listing) into separate bundle files under references/ and link to them one level deep, keeping SKILL.md as an overview.

For referenced paths that live in the repo (docs/adr/, scripts/, firmware/), make clear which are skill-bundled versus repo-relative so navigation expectations are unambiguous.

DimensionReasoningScore

Conciseness

The body is dense and table-driven ('--pres-thresh (50) --fall-thresh (15000 → 15.0 rad/s²)') with almost no explanatory padding of concepts Claude already knows (NVS/CSI/Cognitum), matching the 'lean and efficient; every token earns its place' anchor rather than the unnecessary-explanation case at level 2.

3 / 3

Actionability

Provides copy-paste-ready executable commands ('cp firmware/esp32-csi-node/sdkconfig.defaults.<variant> ...', 'python firmware/esp32-csi-node/provision.py --port COM8 ...', 'cargo run -p wifi-densepose-sensing-server -- --pretrain ...') plus a flag table with defaults, matching the 'fully executable; copy-paste ready' anchor.

3 / 3

Workflow Clarity

Sections are numbered and sequenced (build-time → runtime → server → edge → mesh → integration → app), and the riskiest destructive operation (NVS wholesale replacement) carries explicit validation guidance ('Read the device's current values off the serial boot log first', --dry-run, --force-partial), so it avoids the level-2 cap for missing validation on destructive ops.

3 / 3

Progressive Disclosure

Content is organized into clear sections with a final Reference list, but no bundle files (references/ scripts/ assets/) exist — referenced paths (docs/, scripts/, firmware/) point into the repo, and dense inline reference material (the full NVS flag table, edge-module lists) arguably belongs in separate one-level-deep files, matching the level-2 anchor rather than the well-signaled split structure of level 3.

2 / 3

Total

11

/

12

Passed

Description

85%

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 specific, well-scoped description that clearly states capabilities and an explicit use trigger for a distinct named system. The main weakness is the trigger clause, which is somewhat abstract rather than naming the concrete situations a user would actually say.

Suggestions

Make the 'Use when' trigger concrete by listing the situations a user would name, e.g. 'Use when provisioning a RuView node over serial, changing WiFi channel/MAC filters, enabling edge modules, or tuning sensing-server flags — without changing code.'

Consider adding common natural phrasings (e.g., 'tune', 'provision', 'set up NVS') so the description matches terms users actually say.

DimensionReasoningScore

Specificity

Enumerates concrete capabilities — 'ESP32 sdkconfig variants, NVS provisioning, WiFi channel / MAC filter overrides (ADR-060), edge intelligence modules (ADR-041), sensing-server flags, multi-node mesh, and Cognitum Seed integration' — matching the 'lists multiple specific concrete actions' anchor rather than the partial coverage at level 2.

3 / 3

Completeness

Both 'what' (the capability list) and 'when' ('Use when adjusting how a deployed RuView system behaves without changing code') are explicitly stated, matching the level-3 anchor and not the level-2 case where 'when' is only implied.

3 / 3

Trigger Term Quality

The 'Use when' clause ('adjusting how a deployed RuView system behaves without changing code') is abstract rather than enumerating the concrete situations a user would name (e.g., provisioning a node, changing a WiFi channel); it has relevant domain terms but misses common natural phrasings, so it sits at level 2 rather than the strong coverage of level 3.

2 / 3

Distinctiveness Conflict Risk

The named RuView system with ESP32/sdkconfig/NVS/Cognitum Seed specifics carves a distinct niche unlikely to trigger for unrelated skills, matching the level-3 anchor.

3 / 3

Total

11

/

12

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: 4 missing

Warning

Total

15

/

16

Passed

Repository
ruvnet/RuView
Reviewed

Table of Contents

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