feature-gap-bottleneck-analysis SKILL.md skillA
feature-gap-bottleneck-analysis from rudycity/superagent is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add rudycity/superagent/feature-gap-bottleneck-analysis@git:20260721.cbf6d57Pins git:20260721.cbf6d57 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- rudycity/superagent
- Path
.agents/skills/feature-gap-bottleneck-analysis/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260721.cbf6d57, committed Jul 21, 2026
- Size
- 7,774 bytes
- Repository stars
- 64
- License
- MIT
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.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file 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@sha256:fbb5c6fcdbd9a319The line at the top of this page pins the label git:20260721.cbf6d57, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_ijofbot5ecvnpwja)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Jul 21, 2026.
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 · 64 stars · license MIT · pushed 2026-11-06 · 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 AI assistant 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.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.