agent-platform-deploy covers deployment and cleanup of open models and custom weights to agent platform endpoints, with safety confirmation tiers specified but procedures incomplete.

printing-press-amend converts friction signals from claude code sessions into amendments for published CLIs, tracked in the library's patch directory. it bridges dogfood testing and post-publication improvements.

talk-normal-llm-prompt is a system prompt that reduces ai filler and corporate padding in llm responses while retaining factual content, claiming ~73% character reduction without information loss.

cross-linker discovers unlinked wiki pages and inserts wikilinks between related notes. it optimizes vault reads via a registry pass and title-based filtering before attempting connection detection.

aussie-business-english codifies australian english writing conventions and tone for professional contexts, covering spelling rules, formality ladders, jargon avoidance, and seven core principles with worked examples.

cross-functional-collaboration provides frameworks for diagnosing and resolving team friction, grounded in interviews with product leaders. covers role clarity, communication patterns, and relationship-building but lacks concrete decision procedures.

1password covers cli setup, desktop app integration, and authenticated operations via tmux sessions. handles multi-account selection but lacks depth on secret retrieval patterns and error recovery.

grpc-development outlines protocol buffer and service design principles for building gRpc services, but lacks concrete procedures and deployment-ready guidance.

csv-processor collects code examples and patterns for csv manipulation across python and javascript, covering parsing, transformation, cleaning and analysis operations without prescriptive execution logic.

tldr-stats displays token usage, api costs, compression savings, and cache performance via a formatted dashboard. intended for monitoring tldr effectiveness and debugging hook/cache behavior within a session.

careers-page-generator guides layout, messaging, and seo foundations for recruitment pages. covers employer branding, role listings, application process, and schema markup but lacks procedural depth and failure handling.

video-edit routes video editing requests to the appropriate runcomfy model based on user intent, supporting restyle, motion transfer, and identity-stable swaps via intent classification.

nansen-trading executes dex swaps and limit orders on solana and base via cli subcommands, requiring wallet setup and a quote-then-execute pattern.

geo-llmstxt provides context and rationale for the llms.txt standard but lacks concrete procedural steps, decision logic, and failure handling needed for reliable skill execution.

skill-reviewer validates claude code skills against best practices. incomplete specification, vague modes, and a setup section that cuts off mid-procedure. lacks actionable review criteria and clear success metrics.

baoyu-translate offers three translation modes (quick, normal, refined) with markdown-aware chunking and glossary enforcement, but lacks concrete procedural steps and failure handling details.

stakeholder-alignment helps product teams prepare high-stakes alignment conversations by identifying stakeholder motivations, surfacing hidden objections, and structuring communication for maximum buy-in. draws on frameworks from 88 product leaders.

transcript-fixer applies two-phase correction: dictionary rules first, then ai-powered analysis. builds a personalized corrections database that accumulates fixes to improve accuracy incrementally.

flutter-setup-declarative-routing covers go_router configuration for url-based navigation, deep linking, and nested shell routes in flutter web and mobile applications.

sentry-sdk-setup routes users to the appropriate language-specific sdk skill by detecting platform and fetching the correct skill file. it acknowledges the need to confirm intent before proceeding but lacks actionable implementation steps.

ljg-skill-map scans installed skills and renders a categorized ascii visualization showing name, version, description and invocability. designed for operator inventory review.

product-manager-toolkit bundles frameworks (rice, moscow, hypothesis templates) and python scripts for prioritization and interview analysis, but lacks clear trigger conditions, decision logic, and failure handling for real-world pm workflows.

vibe-coding teaches non-technical users to build functional software prototypes using ai-assisted code generation and natural language prompts, with guidance on iterative refinement and appropriate scope boundaries.

sparse-autoencoder-training covers sae training via saelens for decomposing neural network activations into interpretable sparse features, with background on polysemanticity and superposition but incomplete procedural guidance.

patent-architect guides extraction of technical invention details and sketches prior art validation, targeting chinese patent application forms. incomplete, lacks specifics on execution and failure handling.

python-development outlines modern python 3.12+ patterns including fastapi, django, async workflows, and testing with pytest. lacks procedural depth and actionable recovery patterns.

agent-supply-chain generates and verifies integrity manifests for ai agent plugins using sha-256 hashing and provenance tracking to detect tampering and enforce version pinning.

context7-auto-research fetches live documentation from Context7 API when users query libraries and frameworks, supporting english and chinese queries with version-aware matching and code example integration.

asc-aso-audit performs offline validation and gap analysis on app store metadata files, combining local ASO checks against rule definitions with optional keyword analysis via Astro MCP.

diffity-resolve processes code review comments and applies fixes through CLI commands. covers reading diffs, listing threads by status, posting replies, and marking items resolved or dismissed.

category-page-generator assists with e-commerce category page structure, content strategy, and seo optimization. covers product hierarchy, faceting, url design, and conversion-focused layouts for broad keyword ranking.

gh-cli redirects github-bound workflows from curl/fetch to authenticated gh command patterns. covers repos, prs, issues, and releases but lacks implementation detail.

frontend-to-backend-requirements guides frontend developers in documenting data needs for backend teams without prescribing implementation, emphasizing collaboration over specification.

skill-manager automates detection of GitHub-sourced skill updates and guides batch upgrades through local directory scanning and remote version comparison.

offers guides construction of stronger product bundles, value stacking, and guarantees rather than copywriting surface details. operates from the premise that offer architecture drives conversion more reliably than messaging polish.

ib-check-deck extracts presentation text across slides and cross-checks numeric consistency, but the workflow is incomplete and execution steps remain vague. incomplete spec, unfinished implementation.

churn-prevention addresses voluntary and involuntary churn through cancel flow design, save offers, exit surveys, and dunning sequences. establishes context-gathering requirements but lacks concrete implementation steps.

scientific-slides generates visually-led presentation decks with ai-rendered slides, research citations, and configurable formats for conferences, defenses, and grant pitches. workflow integrates with research lookup and outputs pdf, powerpoint, or beamer formats.

ai-sdk provides guardrails for querying vercel's ai package and building agents, emphasizing source-of-truth verification over memorized apis and framework-specific consumption patterns.

webgpu-threejs-tsl covers node-based shader authoring in javascript using three.js tsl, with a quick-start example but minimal depth on renderer setup, debugging, or production patterns.

opportunity-framework structures prioritization using multiple evaluation models (impact-effort matrix, rice scoring, kano model). produces ranked opportunity lists with rationale and dependencies, but lacks concrete procedural steps.

prefetch covers browser resource preloading for predicted navigation patterns. covers declarative html, http headers, service workers, and bundler integration. acknowledges bandwidth constraints and staleness risks.

drizzle-orm covers lightweight typescript orm development with type-safe schemas and sql-like syntax, but lacks operational guidance on migrations, testing, or production patterns.

personal-productivity guides time management and task prioritization using techniques from experienced product leaders, emphasizing time-boxing and habit-building over unsustainable effort.

gcloud-cli covers google cloud sdk installation and configuration with output formatting tips, but lacks concrete task automation workflows and explicit decision logic.

open-source-strategy guides builders on using open source as a distribution and monetization path, covering community-first tactics, open core models, and enterprise licensing patterns.

capacity-plan guides teams through resource allocation by collecting headcount, workload, and constraints, then generates utilization tables and bottleneck analysis with hiring or reprioritization recommendations.