the-hugin/RSIm

Recursively Self-Improving Module — persistent memory + structured improvement loop for Claude Code

2Stars on the repository
56Mods indexed here, across every type
5mo agoLast push, which is what freshness is scored on
noneNo LICENSE: all rights reserved, so bodies are not copied

academic-researcher

01

the-hugin/RSIm

Skill Claude CodeCodex

Academic research assistant for literature reviews, paper analysis, and scholarly writing. Use when reviewing academic papers, conducting literature reviews, formatting citations (APA/MLA/Chicago), or writing research summaries.

not rated 2 5mo ago A 44 tokens

api-endpoint-probe

02

the-hugin/RSIm

Skill Claude CodeCodex

Purpose: Quick reconnaissance of API endpoint parameters before implementation — find what actually works (filters, pagination, limits, auth) via minimal test requests. When: Integrating with a new endpoint where unknown: which params it accepts, pagination type, whether it works without mandatory filters, actual…

not rated 2 5mo ago A 5 tokens

backend-code-review

03

the-hugin/RSIm

Skill Claude CodeCodex

Review backend code for quality, security, maintainability, and best practices based on established checklist rules. Use when the user requests a review, analysis, or improvement of backend files (e.g., .py) under the api/ directory. Do NOT use for frontend files (e.g., .tsx, .ts, .js). Supports pending-change review…

not rated 2 5mo ago A 87 tokens

the-hugin/RSIm

Skill Claude CodeCodex

Configure notification integrations (Telegram, Discord, Slack) via natural language.

not rated 2 5mo ago A 17 tokens

data-analyst

05

the-hugin/RSIm

Skill Claude CodeCodex

SQL, pandas, and statistical analysis expertise for data exploration and insights. Use when: analyzing data, writing SQL queries, using pandas, performing statistical analysis, or when user mentions data analysis, SQL, pandas, statistics, or needs help exploring datasets.

not rated 2 5mo ago A 55 tokens

data-storytelling

06

the-hugin/RSIm

Skill Claude CodeCodex

Transform raw data into persuasive business narratives using Setup→Conflict→Resolution framework. Templates for problem-solution, trend analysis, and comparison stories. Use when presenting data to stakeholders or building data-driven reports.

not rated 2 5mo ago A 44 tokens

design-master

07

the-hugin/RSIm

Skill Claude CodeCodex

Unified design mega-skill for all artifact types: web pages, landing pages, dashboards, UI components, posters, graphics, and interactive artifacts. Combines best practices from frontend-design, ui-ux-pro-max, canvas-design, and web-artifacts-builder with a built-in quality gate.

not rated 2 5mo ago A 61 tokens

differential-review

08

the-hugin/RSIm

Skill Claude CodeCodex

Security-focused review of code changes (PRs, commits, diffs) with blast radius estimation and adversarial modeling. Seven-phase workflow from triage to final report. Adapted from Trail of Bits methodology.

not rated 2 5mo ago A 47 tokens

doc-creator

09

the-hugin/RSIm

Skill Claude CodeCodex

Purpose: Universal onboarding for creating any structured documents — portfolio guides, comparison tables, training materials, catalogs, reports, presentations. Output: HTML→PDF, DOCX, Slides. When: User wants to create a document, guide, or presentation from sources (docx, PDF, website, data). Any type. Output…

not rated 2 5mo ago A 0 tokens

docker-deploy

10

the-hugin/RSIm

Skill Claude CodeCodex

Full deploy cycle for Docker projects with baked images: sync files, rebuild image, start containers, verify new code, check app health.

not rated 2 5mo ago A 31 tokens

docker-patterns

11

the-hugin/RSIm

Skill Claude CodeCodex

Docker and Docker Compose patterns for local development, container security, networking, volume strategies, and multi-stage builds.

not rated 2 5mo ago A 26 tokens

electron-dev

12

the-hugin/RSIm

Skill Claude CodeCodex

Electron desktop application development with React, TypeScript, and Vite. Use when building desktop apps, implementing IPC communication, managing windows/tray, handling PTY terminals, integrating WebRTC/audio, or packaging with electron-builder. Covers patterns from AudioBash, Yap, and Pisscord projects.

not rated 2 5mo ago A 63 tokens

the-hugin/RSIm

Skill Claude CodeCodex

Purpose: Extract brand hex color palette from image-based PDF or PNG via pixel sampling (PyMuPDF). Used as utility inside doc-creator and standalone. When: Need exact brand colors from a PDF presentation, landing page, logo, or any raster source — and standard text parsing returns nothing. Output: List of hex values…

not rated 2 5mo ago A 0 tokens

extract-errors

14

the-hugin/RSIm

Skill Claude CodeCodex

Use when adding new error messages to React, or seeing "unknown error code" warnings.

not rated 2 5mo ago A 21 tokens

fact-checker

15

the-hugin/RSIm

Skill Claude CodeCodex

Systematic fact-verification framework for identifying misinformation. Evaluates claims against credible sources, rates accuracy with confidence levels, and exposes manipulation tactics (cherry-picking, false equivalences, logical fallacies).

not rated 2 5mo ago A 45 tokens

frontend-design

16

the-hugin/RSIm

Skill Claude CodeCodex

Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, or applications. Generates creative, polished code that avoids generic AI aesthetics.

not rated 2 5mo ago A 43 tokens

Hooks Automation

17

the-hugin/RSIm

Skill Claude CodeCodex

Automated coordination, formatting, and learning from Claude Code operations using intelligent hooks with MCP integration. Includes pre/post task hooks, session management, Git integration, memory coordination, and neural pattern training for enhanced development workflows.

not rated 2 5mo ago A 46 tokens

improve

18

the-hugin/RSIm

Skill Claude CodeCodex

Purpose: Update skills based on /.claude/reflection.md and user's correction string. Closes the self-improving loop. When: After user has filled the correction string in /.claude/reflection.md. Output: Updated skills (explicit approval per change) + updated /.claude/skills/index.md.

not rated 2 5mo ago A 2 tokens

insecure-defaults

19

the-hugin/RSIm

Skill Claude CodeCodex

Detects fail-open vulnerabilities where applications run insecurely with missing configuration. Finds hardcoded credentials, weak env var fallbacks, and insecure-by-default settings. Adapted from Trail of Bits methodology.

not rated 2 5mo ago A 44 tokens

intake

20

the-hugin/RSIm

Skill Claude CodeCodex

Purpose: Onboard a new project — asks 4 questions and generates a filled CLAUDE.md with Security Constraints. When: At the start of every new project, before writing any code. Output: Ready CLAUDE.md in project root. Not a template — concrete data.

not rated 2 5mo ago B 2 tokens

the-hugin/RSIm

Skill Claude CodeCodex

KPI framework for business dashboards — metric selection, hierarchy (strategic/tactical/operational), SQL templates for MRR/retention, Streamlit examples. Use when designing or reviewing business dashboards and metrics.

not rated 2 5mo ago A 48 tokens

migrate-claude-md

22

the-hugin/RSIm

Skill Claude CodeCodex

Purpose: Bring existing CLAUDE.md to current intake standard without losing data. When: After validate-claude-md found issues; on standard change; onboarding old project. Output: Updated CLAUDE.md with added sections and fixed placeholders. Each change confirmed.

not rated 2 5mo ago A 0 tokens

the-hugin/RSIm

Skill Claude CodeCodex

Master orchestrator, peer-to-peer, and hierarchical multi-agent architectures.

not rated 2 5mo ago A 18 tokens

postgres-patterns

24

the-hugin/RSIm

Skill Claude CodeCodex

PostgreSQL best practices for query optimization, schema design, indexing, RLS, and connection management. Includes Drizzle ORM patterns for TypeScript — schema definition, type inference, query builder style. Based on Supabase and lobehub guidelines.

not rated 2 5mo ago A 54 tokens

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