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phira-ai

@phira-ai source repo

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• 18 skills
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• 15 hours ago last updated

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   Summarise Paper · phira-ai

   Use when tasks involve reading and summarising an academic paper from either a PDF file or an arXiv URL. If the input is a PDF, convert it to images for accurate reading (equations/figures). If the input is an arXiv URL, download the LaTeX source to read. Output the summary as a standalone LaTeX file.
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   Search Conference · phira-ai

   Use when tasks involve semantically matching a user's idea (query or example papers) to papers in a specific OpenReview venue. Uses `embed-papers` to crawl metadata, build/use embedding caches, run cosine-similarity search, then produces a short, grouped Markdown reading list with brief rationales.
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   Phira Idea Cards · phira-ai

   Option-card format for phira-hypothesizer (math-first ideas + end-to-end training/inference).
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   Phira Archive Dag · phira-ai

   Deterministic Graphviz/DOT derivation + validation for archive records.
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   Phira Cheap Checks · phira-ai

   Fast, compute-aware verification checklist for implementation changes (imports, configs, tiny runs).
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   Phira Env Contract · phira-ai

   Procedural checklist to infer and state the repo's effective runtime environment and dependency policy.
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   Phira Archive Format · phira-ai

   Canonical per-record archive format (YAML front matter + Markdown body).
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   Phira Baseline Parity · phira-ai

   Checklist for proving baseline behavior is unchanged (or changes are intentional) via controlled A/B runs.
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   Phira Archive Pointers · phira-ai

   Pointer semantics for "since last record" and detected-change bookkeeping.
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    Phira Prototype Contract · phira-ai

    Output contract for phira-prototyper (design -> interfaces -> acceptance -> handoff).
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    Phira Impl Vs Claim Audit · phira-ai

    Procedure to audit alignment between a document's claims (e.g., algorithm description) and the actual implementation and defaults.
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    Phira Limitations Contract · phira-ai

    Standard format for limitations, threats-to-validity, and critical risks with decisive tests.
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    Phira Project Memory Lookup · phira-ai

    Lightweight read-only lookup of project history from .archive when prior work may affect current decisions.
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    Phira Orchestration Contract · phira-ai

    Planning + approval + execution contract for the Phira primary orchestrator.
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    Phira Paper Summary Pipeline · phira-ai

    How Phira roles collaborate to summarise papers and archive outcomes.
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    Phira Pseudocode Placeholders · phira-ai

    Programmatic pseudocode placeholders using a decorator + TYPE_CHECKING blocks (type-checker friendly).
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    Phira Implement From Pseudocode · phira-ai

    Realize embedded `phira_pseudocode` placeholders into runtime code, then delete implemented scaffolding.
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    Phira Conference Search Pipeline · phira-ai

    Workflow for conference/venue paper search and short reading lists.
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