{"specVersion":"1.0","host":{"displayName":"Frontier Skills Finder","identifier":"frontierskills.net","documentationUrl":"https://frontierskills.net"},"entries":[{"identifier":"urn:air:frontierskills.net:skill:data-eda-narrative","displayName":"Data EDA with Narrative","type":"application/vnd.agent-skill+json","url":"https://mcp.frontierskills.net/skills/data-eda-narrative","description":"Run a disciplined exploratory data analysis on a tabular dataset and return a findings-first narrative — what's in the data, what's wrong with it, and the three things that actually matter — backed by reproducible code. Use when asked to \"analyze this dataset\", \"do EDA\", \"find insights\", or \"what's interesting in this data?\".","tags":["ai-ml","data-analysis","eda","statistics","pandas"],"capabilities":["exploratory-data-analysis","data-profiling","insight-generation","data-quality"],"representativeQueries":["do exploratory data analysis on this CSV","what's interesting or wrong in this dataset?","profile this data and find the key drivers","analyze this table and tell me what matters"],"version":"0.1.0","updatedAt":"2026-06-28T12:58:02+00:00"},{"identifier":"urn:air:frontierskills.net:skill:frontier-pdf-report","displayName":"Frontier PDF Report Builder","type":"application/vnd.agent-skill+json","url":"https://mcp.frontierskills.net/skills/frontier-pdf-report","description":"Turn raw notes, data, or analysis into a polished, well-structured, client-ready report (PDF or printable HTML) with an executive summary, clear section hierarchy, captioned figures, and a consistent visual system. Use when asked to \"write a report\", \"make a PDF\", \"produce a deliverable\", or \"format this into something presentable\".","tags":["writing","design","reporting","documents","pdf"],"capabilities":["report-writing","document-formatting","executive-summary","data-visualization"],"representativeQueries":["build a polished PDF report from this data","format these notes into a client-ready deliverable","make an executive summary and a clean report layout","produce a printable report with charts and sections"],"version":"0.2.0","updatedAt":"2026-06-28T12:58:02+00:00"},{"identifier":"urn:air:frontierskills.net:skill:methodical-debugging","displayName":"Methodical Debugging","type":"application/vnd.agent-skill+json","url":"https://mcp.frontierskills.net/skills/methodical-debugging","description":"Find and fix a bug by forming and testing hypotheses instead of guessing — reproduce it reliably, localize it, find the true root cause, fix it minimally, and prove the fix. Use when stuck on an error, a failing or flaky test, a crash, or \"why isn't this working?\".","tags":["coding","debugging","troubleshooting","testing"],"capabilities":["debugging","root-cause-analysis","hypothesis-testing","bug-fixing"],"representativeQueries":["help me debug this error","why is this test failing intermittently?","find the root cause of this crash","this code doesn't work and I don't know why"],"version":"0.1.0","updatedAt":"2026-06-28T12:58:02+00:00"},{"identifier":"urn:air:frontierskills.net:skill:prompt-optimizer","displayName":"LLM Prompt Optimizer","type":"application/vnd.agent-skill+json","url":"https://mcp.frontierskills.net/skills/prompt-optimizer","description":"Diagnose why an LLM prompt is underperforming and fix it — clarify the task, restructure the instructions, add targeted examples, and constrain the output — measuring before and after on a fixed test set. Use when a prompt gives inconsistent, wrong, or low-quality results.","tags":["ai-ml","prompting","llm","evaluation"],"capabilities":["prompt-engineering","prompt-debugging","llm-evaluation"],"representativeQueries":["my prompt gives inconsistent results, help me fix it","improve this prompt","the model keeps ignoring my instructions","make this prompt more reliable"],"version":"0.1.0","updatedAt":"2026-06-28T12:58:02+00:00"},{"identifier":"urn:air:frontierskills.net:skill:rag-pipeline-design","displayName":"RAG Pipeline Design","type":"application/vnd.agent-skill+json","url":"https://mcp.frontierskills.net/skills/rag-pipeline-design","description":"Design a retrieval-augmented generation pipeline that actually answers from your data — chunking, embeddings, retrieval, reranking, and grounded generation with citations and honest refusals. Use when building Q&A, search, or an assistant over a document corpus.","tags":["ai-ml","rag","retrieval","llm","search"],"capabilities":["rag-design","retrieval","embeddings","grounded-generation"],"representativeQueries":["design a RAG pipeline over my documents","build Q&A over a knowledge base","my RAG system hallucinates, how do I fix retrieval?","how should I chunk and embed my docs?"],"version":"0.1.0","updatedAt":"2026-06-28T12:58:02+00:00"},{"identifier":"urn:air:frontierskills.net:skill:rigorous-code-review","displayName":"Rigorous Code Review","type":"application/vnd.agent-skill+json","url":"https://mcp.frontierskills.net/skills/rigorous-code-review","description":"Review a diff or pull request the way a senior engineer would: find the bugs that actually matter, reason about edge cases and failure modes, and return prioritized, actionable findings with evidence — not style nitpicks. Use when asked to \"review this code/PR/diff\", \"find bugs\", or \"is this change safe to merge?\".","tags":["coding","code-review","debugging","quality","security"],"capabilities":["code-review","bug-finding","security-review","edge-case-analysis"],"representativeQueries":["review this pull request for correctness bugs","is this diff safe to merge?","find edge cases and failure modes in this code","do a senior-level code review of these changes"],"version":"0.1.0","updatedAt":"2026-06-28T12:58:02+00:00"},{"identifier":"urn:air:frontierskills.net:skill:slide-deck-narrative","displayName":"Slide Deck Narrative","type":"application/vnd.agent-skill+json","url":"https://mcp.frontierskills.net/skills/slide-deck-narrative","description":"Turn a topic, argument, or set of results into a presentation with a real narrative arc — one idea per slide, assertion titles, and clean visual hierarchy — so the audience follows and acts. Use when asked to make a deck, pitch, or presentation.","tags":["design","writing","presentations","communication"],"capabilities":["presentation-design","narrative-structure","slide-writing"],"representativeQueries":["make a slide deck about this","build a pitch deck","turn these results into a presentation","structure a deck that tells a story"],"version":"0.1.0","updatedAt":"2026-06-28T12:58:02+00:00"},{"identifier":"urn:air:frontierskills.net:skill:tdd-implementation","displayName":"Test-Driven Implementation","type":"application/vnd.agent-skill+json","url":"https://mcp.frontierskills.net/skills/tdd-implementation","description":"Implement a feature or fix test-first using the red/green/refactor loop, so the code is correct by construction and protected against regressions. Use when building a new function, endpoint, or bugfix with behavior you can verify.","tags":["coding","testing","tdd","quality"],"capabilities":["test-driven-development","unit-testing","refactoring","implementation"],"representativeQueries":["implement this feature with tests","write this function test-first","add a failing test then make it pass","build this with TDD"],"version":"0.1.0","updatedAt":"2026-06-28T12:58:02+00:00"},{"identifier":"urn:air:frontierskills.net:skill:technical-doc-writer","displayName":"Technical Documentation Writer","type":"application/vnd.agent-skill+json","url":"https://mcp.frontierskills.net/skills/technical-doc-writer","description":"Write clear, task-oriented technical documentation — README, API reference, how-to guide — that gets a reader to success fast, with runnable examples and the common path first. Use when writing or improving docs, a README, or a guide.","tags":["writing","documentation","technical-writing","developer-experience"],"capabilities":["technical-writing","api-documentation","how-to-guides","readme"],"representativeQueries":["write a README for this project","document this API","write a how-to guide for this feature","improve these docs"],"version":"0.1.0","updatedAt":"2026-06-28T12:58:02+00:00"}]}