Skill audit report
Formulate clear semantic abstractions from desired behavior before committing to implementation. Use when designing or revising terminology, entities, boundaries, responsibilities, relationships, high-level architecture, or a plan whose foundational shapes are unclear, disputed, or constrained by the current implementation.
Skill audit report
Formulate clear semantic abstractions from desired behavior before committing to implementation. Use when designing or revising terminology, entities, boundaries, responsibilities, relationships, high-level architecture, or a plan whose foundational shapes are unclear, disputed, or constrained by the current implementation.
Skill audit report
Formulate clear semantic abstractions from desired behavior before committing to implementation. Use when designing or revising terminology, entities, boundaries, responsibilities, relationships, high-level architecture, or a plan whose foundational shapes are unclear, disputed, or constrained by the current implementation.
Skill audit report
Formulate clear semantic abstractions from desired behavior before committing to implementation. Use when designing or revising terminology, entities, boundaries, responsibilities, relationships, high-level architecture, or a plan whose foundational shapes are unclear, disputed, or constrained by the current implementation.
The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.
GitHub adoption
PASS86
2.6K GitHub stars
Stars/forks activity
INFO77
2.6K stars, 191 forks; issue activity unavailable in current metadata
Recent maintenance
PASS100
Pushed today
License clarity
PASS86
Apache-2.0
README/SKILL.md completeness
PASS84
Metadata includes enough usage and workflow context
Dependency/runtime risk
PASS82
database surface
Install availability
PASS92
npx skills add magnitudedev/magnitude --skill formulate-abstractions
Install command safety
PASS92
standard package or runtime install path
Permission surface
PASS88
database access
Repository evidence
PASS86
https://github.com/magnitudedev/magnitude/tree/main/.agents/skills/formulate-abstractions
Review status
INFO66
AI review data available
Agent Proven outcomes
INFO54
No agent outcome data yet
Checks
Install path
92
npx skills add magnitudedev/magnitude --skill formulate-abstractions
Repository
88
https://github.com/magnitudedev/magnitude/tree/main/.agents/skills/formulate-abstractions
License
86
Apache-2.0
Maintenance
100
Pushed today
AI review
55
SKILL.md does not explicitly define input/output artifacts or success criteria for each phase, so an agent may not know when the skill has been fully applied.
README/SKILL.md completeness
84
Usable description available
Dependency risk
82
database surface
Install command safety
92
standard package or runtime install path
Permission surface
88
database access
Stars/forks activity
77
2.6K stars, 191 forks; issue activity unavailable in current metadata
Adoption
88
2.6K GitHub stars
Warnings
Method
This report combines public metadata, AI review output, repository freshness, install readiness, OpenAgentSkill events, quality scoring, trust checks, and the agent safety gate. It is not a full source-code security review.
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RenoDX workflow for creating readable analysis graphs and plots from shader math, CSVs, EXRs, LUTs, hue sweeps, tone curves, gamut comparisons, energy/scalar maps, and test-pattern statistics. Use when graphing, plotting, visualizing, comparing curves, making dark-theme matplotlib figures, or avoiding repeated one-off plot scripts.
3.5K Stars · Audit report
Work with the Aerospike core database end to end — run a local instance with Docker and verify a first write and read, build or review client code with the official SDKs (Python, Node.js, Go, Java, C#), and design or review a data model, whether from requirements or against a schema that already exists. Covers namespaces, sets, bins, primary key design, TTL and NSUP, collection data types, expressions, secondary indexes, batch and scan workflows, client policies, connection pooling, record sizing, and schema deliverables. Use when the user sets up Aerospike, writes or debugs Aerospike client code, chooses keys or models data for it, reviews an Aerospike schema before building, or evaluates it as a persistent replacement for Redis or Memcached in real-time, low-latency, feature-store, or user-profile workloads. Core database only — not Aerospike Graph, and not cluster operations, sizing, XDR, or backup and restore, which belong to Aerospike Operations documentation.
14 Stars · Audit report
Turn a user-provided video into an Apple-style, scroll-driven website with smooth canvas video scrubbing, optimized WebP frame sequences, progressive loading, and responsive motion. Use for cinematic product reveals, landing pages, scrollytelling, image-sequence animation, and scroll-controlled video; also optimize generated frame assets.
26 Stars · Audit report
The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.
GitHub adoption
PASS86
2.6K GitHub stars
Stars/forks activity
INFO77
2.6K stars, 191 forks; issue activity unavailable in current metadata
Recent maintenance
PASS100
Pushed today
License clarity
PASS86
Apache-2.0
README/SKILL.md completeness
PASS84
Metadata includes enough usage and workflow context
Dependency/runtime risk
PASS82
database surface
Install availability
PASS92
npx skills add magnitudedev/magnitude --skill formulate-abstractions
Install command safety
PASS92
standard package or runtime install path
Permission surface
PASS88
database access
Repository evidence
PASS86
https://github.com/magnitudedev/magnitude/tree/main/.agents/skills/formulate-abstractions
Review status
INFO66
AI review data available
Agent Proven outcomes
INFO54
No agent outcome data yet
Checks
Install path
92
npx skills add magnitudedev/magnitude --skill formulate-abstractions
Repository
88
https://github.com/magnitudedev/magnitude/tree/main/.agents/skills/formulate-abstractions
License
86
Apache-2.0
Maintenance
100
Pushed today
AI review
55
SKILL.md does not explicitly define input/output artifacts or success criteria for each phase, so an agent may not know when the skill has been fully applied.
README/SKILL.md completeness
84
Usable description available
Dependency risk
82
database surface
Install command safety
92
standard package or runtime install path
Permission surface
88
database access
Stars/forks activity
77
2.6K stars, 191 forks; issue activity unavailable in current metadata
Adoption
88
2.6K GitHub stars
Warnings
Method
This report combines public metadata, AI review output, repository freshness, install readiness, OpenAgentSkill events, quality scoring, trust checks, and the agent safety gate. It is not a full source-code security review.
Compare nearby options
RenoDX workflow for creating readable analysis graphs and plots from shader math, CSVs, EXRs, LUTs, hue sweeps, tone curves, gamut comparisons, energy/scalar maps, and test-pattern statistics. Use when graphing, plotting, visualizing, comparing curves, making dark-theme matplotlib figures, or avoiding repeated one-off plot scripts.
3.5K Stars · Audit report
Work with the Aerospike core database end to end — run a local instance with Docker and verify a first write and read, build or review client code with the official SDKs (Python, Node.js, Go, Java, C#), and design or review a data model, whether from requirements or against a schema that already exists. Covers namespaces, sets, bins, primary key design, TTL and NSUP, collection data types, expressions, secondary indexes, batch and scan workflows, client policies, connection pooling, record sizing, and schema deliverables. Use when the user sets up Aerospike, writes or debugs Aerospike client code, chooses keys or models data for it, reviews an Aerospike schema before building, or evaluates it as a persistent replacement for Redis or Memcached in real-time, low-latency, feature-store, or user-profile workloads. Core database only — not Aerospike Graph, and not cluster operations, sizing, XDR, or backup and restore, which belong to Aerospike Operations documentation.
14 Stars · Audit report
Turn a user-provided video into an Apple-style, scroll-driven website with smooth canvas video scrubbing, optimized WebP frame sequences, progressive loading, and responsive motion. Use for cinematic product reveals, landing pages, scrollytelling, image-sequence animation, and scroll-controlled video; also optimize generated frame assets.
26 Stars · Audit report
The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.
GitHub adoption
PASS86
2.6K GitHub stars
Stars/forks activity
INFO77
2.6K stars, 191 forks; issue activity unavailable in current metadata
Recent maintenance
PASS100
Pushed today
License clarity
PASS86
Apache-2.0
README/SKILL.md completeness
PASS84
Metadata includes enough usage and workflow context
Dependency/runtime risk
PASS82
database surface
Install availability
PASS92
npx skills add magnitudedev/magnitude --skill formulate-abstractions
Install command safety
PASS92
standard package or runtime install path
Permission surface
PASS88
database access
Repository evidence
PASS86
https://github.com/magnitudedev/magnitude/tree/main/.agents/skills/formulate-abstractions
Review status
INFO66
AI review data available
Agent Proven outcomes
INFO54
No agent outcome data yet
Checks
Install path
92
npx skills add magnitudedev/magnitude --skill formulate-abstractions
Repository
88
https://github.com/magnitudedev/magnitude/tree/main/.agents/skills/formulate-abstractions
License
86
Apache-2.0
Maintenance
100
Pushed today
AI review
55
SKILL.md does not explicitly define input/output artifacts or success criteria for each phase, so an agent may not know when the skill has been fully applied.
README/SKILL.md completeness
84
Usable description available
Dependency risk
82
database surface
Install command safety
92
standard package or runtime install path
Permission surface
88
database access
Stars/forks activity
77
2.6K stars, 191 forks; issue activity unavailable in current metadata
Adoption
88
2.6K GitHub stars
Warnings
Method
This report combines public metadata, AI review output, repository freshness, install readiness, OpenAgentSkill events, quality scoring, trust checks, and the agent safety gate. It is not a full source-code security review.
Compare nearby options
RenoDX workflow for creating readable analysis graphs and plots from shader math, CSVs, EXRs, LUTs, hue sweeps, tone curves, gamut comparisons, energy/scalar maps, and test-pattern statistics. Use when graphing, plotting, visualizing, comparing curves, making dark-theme matplotlib figures, or avoiding repeated one-off plot scripts.
3.5K Stars · Audit report
Work with the Aerospike core database end to end — run a local instance with Docker and verify a first write and read, build or review client code with the official SDKs (Python, Node.js, Go, Java, C#), and design or review a data model, whether from requirements or against a schema that already exists. Covers namespaces, sets, bins, primary key design, TTL and NSUP, collection data types, expressions, secondary indexes, batch and scan workflows, client policies, connection pooling, record sizing, and schema deliverables. Use when the user sets up Aerospike, writes or debugs Aerospike client code, chooses keys or models data for it, reviews an Aerospike schema before building, or evaluates it as a persistent replacement for Redis or Memcached in real-time, low-latency, feature-store, or user-profile workloads. Core database only — not Aerospike Graph, and not cluster operations, sizing, XDR, or backup and restore, which belong to Aerospike Operations documentation.
14 Stars · Audit report
Turn a user-provided video into an Apple-style, scroll-driven website with smooth canvas video scrubbing, optimized WebP frame sequences, progressive loading, and responsive motion. Use for cinematic product reveals, landing pages, scrollytelling, image-sequence animation, and scroll-controlled video; also optimize generated frame assets.
26 Stars · Audit report
The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.
GitHub adoption
PASS86
2.6K GitHub stars
Stars/forks activity
INFO77
2.6K stars, 191 forks; issue activity unavailable in current metadata
Recent maintenance
PASS100
Pushed today
License clarity
PASS86
Apache-2.0
README/SKILL.md completeness
PASS84
Metadata includes enough usage and workflow context
Dependency/runtime risk
PASS82
database surface
Install availability
PASS92
npx skills add magnitudedev/magnitude --skill formulate-abstractions
Install command safety
PASS92
standard package or runtime install path
Permission surface
PASS88
database access
Repository evidence
PASS86
https://github.com/magnitudedev/magnitude/tree/main/.agents/skills/formulate-abstractions
Review status
INFO66
AI review data available
Agent Proven outcomes
INFO54
No agent outcome data yet
Checks
Install path
92
npx skills add magnitudedev/magnitude --skill formulate-abstractions
Repository
88
https://github.com/magnitudedev/magnitude/tree/main/.agents/skills/formulate-abstractions
License
86
Apache-2.0
Maintenance
100
Pushed today
AI review
55
SKILL.md does not explicitly define input/output artifacts or success criteria for each phase, so an agent may not know when the skill has been fully applied.
README/SKILL.md completeness
84
Usable description available
Dependency risk
82
database surface
Install command safety
92
standard package or runtime install path
Permission surface
88
database access
Stars/forks activity
77
2.6K stars, 191 forks; issue activity unavailable in current metadata
Adoption
88
2.6K GitHub stars
Warnings
Method
This report combines public metadata, AI review output, repository freshness, install readiness, OpenAgentSkill events, quality scoring, trust checks, and the agent safety gate. It is not a full source-code security review.
Compare nearby options
RenoDX workflow for creating readable analysis graphs and plots from shader math, CSVs, EXRs, LUTs, hue sweeps, tone curves, gamut comparisons, energy/scalar maps, and test-pattern statistics. Use when graphing, plotting, visualizing, comparing curves, making dark-theme matplotlib figures, or avoiding repeated one-off plot scripts.
3.5K Stars · Audit report
Work with the Aerospike core database end to end — run a local instance with Docker and verify a first write and read, build or review client code with the official SDKs (Python, Node.js, Go, Java, C#), and design or review a data model, whether from requirements or against a schema that already exists. Covers namespaces, sets, bins, primary key design, TTL and NSUP, collection data types, expressions, secondary indexes, batch and scan workflows, client policies, connection pooling, record sizing, and schema deliverables. Use when the user sets up Aerospike, writes or debugs Aerospike client code, chooses keys or models data for it, reviews an Aerospike schema before building, or evaluates it as a persistent replacement for Redis or Memcached in real-time, low-latency, feature-store, or user-profile workloads. Core database only — not Aerospike Graph, and not cluster operations, sizing, XDR, or backup and restore, which belong to Aerospike Operations documentation.
14 Stars · Audit report
Turn a user-provided video into an Apple-style, scroll-driven website with smooth canvas video scrubbing, optimized WebP frame sequences, progressive loading, and responsive motion. Use for cinematic product reveals, landing pages, scrollytelling, image-sequence animation, and scroll-controlled video; also optimize generated frame assets.
26 Stars · Audit report