feature-gap-bottleneck-analysis skillA
feature-gap-bottleneck-analysis is agent-read markdown (skill) from rudycity/superagent: Triggered when the agent needs to audit, discover, and resolve missing features, architectural or functional gaps, performance/process bottlenecks, and structural complexity liabilities across a codebase, delivering lean and pragmatic improvement blueprints..
Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.
What the file says
# Feature, Gap & Bottleneck Analysis (`feature-gap-bottleneck-analysis`) Combines **Single-Agent Cognitive Scale-Up** (high-density batch scanning, symbolic indexing, fractal clustering) with **Pragmatic Minimalism** (lean solutions, liability reduction, zero unnecessary abstractions) to audit codebases for missing capabilities, structural gaps, performance bottlenecks, and system friction—followed by concrete, high-ROI improvement blueprints. --- ## When to Use This Skill - Triggered by keywords or user intent: - **English**: "missing feature", "feature gap", "gap analysis", "find bottlenecks", "system bottleneck", "performance gap", "architectural gap", "audit codebase gaps", "system audit", "improvement suggestions". - **Indonesian**: "missing fitur", "fitur hilang", "fitur terlewat", "analisis gap", "analisis bottleneck", "temukan bottleneck", "saran perbaikan", "penambahan fitur", "peningkatan sistem". - When conducting system health checks, pre-refactor audits, or technical debt assessments. - When reviewing a module/workspace for missing edge-case handling, incomplete user flows, or latent performance limiters. --- ## Core Principles …
Read the whole file at its exact version.
How to install
mdr add rudycity/superagent/feature-gap-bottleneck-analysis@git:20260721.cbf6d57mdr add rudycity/superagent/feature-gap-bottleneck-analysis@sha256:fbb5c6fcdbd9a319Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.
[](https://markdownregistry.com/a/art_ijofbot5ecvnpwja)
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Versions
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (7774 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
rudycity/superagent · 23 stars · license MIT · pushed 2026-09-22 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_ijofbot5ecvnpwja GET https://markdownregistry.com/api/v1/resolve?ref=rudycity/superagent/feature-gap-bottleneck-analysis GET https://markdownregistry.com/api/v1/blob/fbb5c6fcdbd9a3193533a342671a455d8c1becdf125c0b8986a4fef4454a8330
Your agent does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.