AI & ML

ctaxnagomi Bundle

Hand off context from one agent session to another without losing state. Use when a session is running out of context, work needs to continue in a fresh session, or transitioning between agent roles.

ariffazil Bundle

Warga (citizen) agent skills for AAA federation members. See subdirectories for specialized warga skills.

ariffazil Skill

Causal inference bridge — PyWhy/DoWhy integration for 555-ASI causal reasoning.

ariffazil Bundle

Embed VPS spatial context in agent configs — prevents spatial amnesia and SSH confusion. Grounds agents in af-forge VPS reality

ariffazil Bundle

Seal action to civilizational memory with mandatory end-of-session recursive MCP stack hardening and future INIT scaffold. VAULT999 record. Stage 7

sboghossian-mini-claude-for-legal Skill

Use when migrating a skill-creation or skill-authoring workflow originally built for the Anthropic Claude API into the mini-claude-for-legal format. The adapter maps legacy Anthropic skill-generation prompts — SKILL.md templating, frontmatter generation, body structure selection, and quality validation — into the standard skill model for the open-source repository. Triggers when importing a prompt-engineering or skill-factory tool from an Anthropic-native context.

pingqlin Skill

Custom Agent File Guidelines

pingqlin Skill

Copilot Prompt Files Guidelines

pingqlin Skill

Agent Skills File Guidelines

pingqlin Skill

Go MCP Server Development Guidelines

pingqlin Skill

Ruby MCP Server Development Guidelines

pingqlin Skill

Rust MCP Server Development Best Practices

pingqlin Skill

MCP-based M365 Copilot Development Guidelines

pingqlin Skill

Swift MCP Server Development Guidelines

pingqlin Skill

C# MCP Server Development

pingqlin Skill

Kotlin MCP Server Development Guidelines

pingqlin Skill

Python MCP Server Development

pingqlin Skill

Code Components for Model-Driven Apps

pingqlin Skill

TypeScript MCP Server Development

pingqlin Skill

Power Platform MCP Custom Connector Development

pingqlin Bundle

Split review work across the main reviewer and explorer agent.

rlaope Bundle

[omh] Decide between options: tradeoffs, a recommendation, and a decision note you can act on. Use when the user says: strategy-brief, strategy brief, strategy memo, product strategy, strategic options, decision note, leadership strategy, next strategy.

rlaope Bundle

[omh] Project terminology alignment workflow: look up, capture, correct, and align the words a repository uses before planning or handoff. Use when the user says: ulw-context, project terminology alignment, review project terms, align project terminology, terminology this project uses.

rlaope Bundle

[omh] Deep research engine - grounding for specs and decisions: study open-source reference implementations with pinned refs, gather live web evidence with citation discipline, verify contested claims, and distill a decision-grounding dossier that planning consumes; for a decision brief use research-brief, for upstream guidance use best-practice-research. Use when the user says: research plan, literature review, research literature, review recent papers, deep research, deep-research, exhaustive research, saturation research.

rlaope Skill

[omh] Just-in-time learning workflow: select and confirm an immediate learning target, research credible sources, and prepare an application-first brief without popularity ranking. Use when the user says: jit-learn, learn next, learn now, blocker-specific learning target, highest-leverage learning target, immediate learning payoff, immediately applicable learning brief, source-backed learning brief.

rlaope Skill

[omh] Capture one bounded durable project or product memory candidate through explicit remember, refuse, or defer review; for existing Hermes memory use omh-memory-sync, and for a past decision use decision-recall. Use when the user says: memory-new, new memory, project memory, product memory, remember this project, remember this product, do not save, do not save this token.

rlaope Skill

[omh] Hermes Ops Review workflow: status, risks, blockers, priorities, and follow-ups. Use when the user says: ops-review, ops review, weekly ops review, status review, operating review, release risks, risks and blockers, priorities.

rlaope Skill

[omh] Turn hiring and people context into a fair, structured recruiting or people-operations brief. Use when the user says: recruiting plan, hiring scorecard, interview scorecard, candidate debrief, 채용 계획, 면접 평가표, 후보자 비교.

rlaope Skill

[omh] Image prompt cards - turn meetings, reports, PRs, issues, research, and releases into domain-aware image prompt cards. Use when the user says: img-summary, img summary, visual prompt card, image card, image generation, image edit, edit this image, remove the background.

rlaope Skill

[omh] User-sent media - audio, video, YouTube links, screenshots, receipts, OCR, meeting recordings, transcripts, timestamps, and clip summaries, gated for source, permission, and hallucination risk. Use when the user says: media-input-operator, media input operator, media input, audio transcription, audio transcript, transcribe audio, transcribe this audio, meeting recording.

rlaope Skill

[omh] Terse voice and mobile-style requests - turn short spoken-style asks into clarify, plan, status, handoff, or confirmation actions. Use when the user says: voice-operator, voice operator, voice-first, voice command, mobile command, short command, dictated command, dictated request.

rlaope Skill

[omh] Web lookup lane - settle a current-facts question in one cited retrieval round with retrieval dates and source-quality notes; for pre-spec grounding across reference implementations use `research`. Use when the user says: web-research, web research, web search, search the web, internet search, look up, look up sources, latest sources.

rlaope Skill

[omh] Hermes Meeting Brief workflow: agenda, prompts, decisions, and record template. Use when the user says: meeting-brief, meeting brief, meeting agenda, agenda, discussion prompts, decisions needed, record template, meeting topics.

rlaope Skill

[omh] Source candidate inventory - prepare typed source candidates and acquisition status before downstream work; use ulw-research to fetch and cite them, or research-brief to turn them into a decision-ready brief. Use when the user says: source-finder, source finder, source acquisition, source intake, find papers and datasets, find datasets and repos, find papers, find arxiv link.

rlaope Skill

[omh] Hermes Paper Learning workflow: explain a supplied paper or paper/PDF at a selected level while preserving full section coverage and source evidence boundaries. Use when the user says: paper-learning, paper learning, paper-explainer, paper explainer, paper explanation, explain this paper, explain this arxiv paper, paper walkthrough.

rlaope Skill

[omh] Business research brief - turns a market, competitor, pricing, or customer question into a structured evidence-vs-inference brief; for raw link gathering use ulw-research, and for ongoing multi-role research use research-department. Use when the user says: research-brief, business-research, business research, research brief, decision brief, pricing decision brief, decision-ready brief, source-backed business research.