Behavioral skills for AI-specific failure patterns: hidden code debt from agent generation and context compaction amnesia via behavioral self-enforcement
Plugin skill-forge-essentials from marketplace claude-code-workflows in shotcowboystyle/ag-skills. Commands read from the repo's manifest — 11 days ago.
ai-debt-detectorUse after generating code, after accepting AI suggestions, or when reviewing AI-written modules. Also use when code works but feels brittle, when error handling seems thin, when orphaned resources or missing cleanup are suspected, or when the agent claims done but hidden debt may exist. Catches the
session-guardUse when a long session shows drift: the agent contradicts an earlier decision, breaks a rule it followed before, lets naming or style conventions slide, loses context after compaction, or lets task scope grow. Re-anchors on the project's rule files and writes a checkpoint so work continues on solid
visual-edit-precisionUse when making UI/frontend changes guided by visual context, when the user selects elements visually, draws annotations, or provides screenshots alongside change requests. Also use when editing components where spatial context (element identity, DOM references, layout data) supplements text instruc
UX/UI design ops — briefs, tokens, components, screens and pages graded against live Awwwards and Mobbin references, plus Material 3/Compose, React Native, and web component design. Absorbs the former ui-design plugin.
47 skills · 39 commands · 4 agents
Image editing, batch operations, format conversion (WebP, AVIF, JPEG XL, PDF), metadata, and library organization — bucket by resolution, aspect ratio, orientation, format, capture time, and camera; dedupe near-duplicates.
28 skills · 19 commands
Drive an AI-generated video project end to end — brief, model selection, characters, script, storyboard, generation pipelines (text-to-image, image-to-video, voice, lip-sync), GPU-aware assembly, ComfyUI import/export, budgets, export — plus a curated index of agent-callable video and audio tooling.
13 skills · 11 commands · 7 agents · 3 MCP servers
Chain-of-custody evidence handling — hash, timestamp, inspect metadata, append to an immutable custody register, package as BagIt, verify, and sync to WORM or S3 Object Lock storage.
14 skills · 12 commands
Modern Python development with Python 3.12+, Django, FastAPI, async patterns, and production best practices
16 skills · 1 command · 3 agents
Work out the real baggage allowance for every segment of an itinerary, inventory what is carried by weight, solve the pack against the binding limit, price excess-baggage options, rank a leave-behind list, and render a counter card and packing list with Typst.
9 skills · 10 commands
Comprehensive PR review agents specializing in comments, tests, error handling, type design, code quality, and code simplification
1 command · 6 agents
Agentic QE (external: maintained in proffesor-for-testing/agentic-qe, pinned to v3.15.17): a quality-engineering fleet with 11 QE agents, 9 skills, 9 commands, the agentic-qe MCP server pinned to the plugin version, and the aqe-mod guard that refuses destructive operations on AQE learning data
9 skills · 9 commands · 11 agents · 1 MCP server
DataHub development and interaction toolkit with connector planning, PR review, catalog search, metadata enrichment, lineage tracing, data quality management, and connection setup skills
13 skills · 8 commands · 4 agents
Create production-ready, editable PowerPoint decks through a spec-first, coordinate-explicit workflow with read-only reference analysis and quality gates.
5 skills · 1 agent
Agent skills for Qdrant vector search: scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usage
33 skills
14 regulatory affairs & quality management skills for HealthTech/MedTech: ISO 13485 QMS, MDR 2017/745, FDA 510(k)/PMA, GDPR/DSGVO, ISO 27001 ISMS, CAPA management, risk management, clinical evaluation, SOC 2 compliance.
21 skills
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