OpenLAIR/OpenSkill

Open-World Self-Evolution for LLM Agents — agents that build both their skills and their own verification signals from scratch, with no target-task supervision. (Code coming soon.)

90Stars on the repository
168Mods indexed here, across every type
2d agoLast push, which is what freshness is scored on
Apache-2.0Licence, which decides whether bodies are shown

OpenLAIR/OpenSkill

Skill Claude CodeCodex

Computes Pareto frontier from grid search results (maximize F1, minimize delta) and writes formatted CSV output.

not rated 90 2d ago A 32 tokens original Apache-2.0

OpenLAIR/OpenSkill

Skill Claude CodeCodex

Handles audio resampling, loudness normalization per ITU-R BS.1770-4, and LUFS measurement for TTS segments to ensure broadcast-quality output.

not rated 90 2d ago A 41 tokens original Apache-2.0

OpenLAIR/OpenSkill

Skill Claude CodeCodex

Muxes normalized TTS audio segments into the original video at precise time offsets using FFmpeg, and generates the JSON report with timing, drift, and loudness metadata.

not rated 90 2d ago A 42 tokens original Apache-2.0

OpenLAIR/OpenSkill

Skill Claude CodeCodex

Synthesizes target-language speech from text using Kokoro TTS, with speed/duration control to fit precise time windows. Handles SRT parsing, text extraction, and produces WAV segments.

not rated 90 2d ago A 47 tokens original Apache-2.0

OpenLAIR/OpenSkill

Skill Claude CodeCodex

A utility module for filling Word document templates (.docx) with data from JSON files. Handles split-run-aware text replacement to preserve formatting, traverses all document containers (body, tables, nested tables, headers, footers, text boxes), and processes conditional IF/ENDIF blocks by keeping or removing…

not rated 90 2d ago A 75 tokens original Apache-2.0

OpenLAIR/OpenSkill

Skill Claude CodeCodex

Classifies document text into 5 categories (LLM, trappedionandqc, blackhole, DNA, musichistory) using weighted keyword matching, then moves files into folders.

not rated 90 2d ago A 47 tokens original Apache-2.0

OpenLAIR/OpenSkill

Skill Claude CodeCodex

Extracts text from PDF, DOCX, and PPTX files using PyPDF2, pdfplumber, pdftotext CLI, and stdlib zipfile+XML fallbacks.

not rated 90 2d ago A 45 tokens original Apache-2.0

OpenLAIR/OpenSkill

Skill Claude CodeCodex

Extracts and analyzes text content from PDF pages to identify author-revealing information including names, affiliations, emails, arXiv IDs, venue/conference mentions, and other identity-leaking content.

not rated 90 2d ago A 48 tokens original Apache-2.0

OpenLAIR/OpenSkill

Skill Claude CodeCodex

Performs physical redaction of identified content in PDF documents using PyMuPDF's redaction API. Handles exact string redaction, regex-based redaction, hyperlink removal, metadata scrubbing, and secure document saving.

not rated 90 2d ago A 51 tokens original Apache-2.0

OpenLAIR/OpenSkill

Skill Claude CodeCodex

Provides utilities for parallelizing batch query search over a pre-built TF-IDF index using the worker initializer pattern to efficiently share the read-only index across worker processes.

not rated 90 2d ago A 40 tokens original Apache-2.0

OpenLAIR/OpenSkill

Skill Claude CodeCodex

Provides patterns and utilities to ensure parallel TF-IDF results are identical to the sequential baseline, addressing floating-point ordering, tie-breaking, and pickling compatibility.

not rated 90 2d ago A 39 tokens original Apache-2.0

OpenLAIR/OpenSkill

Skill Claude CodeCodex

Provides utilities for parallelizing TF-IDF inverted index construction using a MapReduce approach - chunking documents, computing local TF and DF in worker processes, merging partial results, and finalizing TF-IDF scores with global DF.

not rated 90 2d ago A 52 tokens original Apache-2.0

evo-tpp-solver

109

OpenLAIR/OpenSkill

Skill Claude CodeCodex

Solve TPP (Travelling Purchase Problem) PDDL planning tasks. Use when you need to read a problem.json config file, parse PDDL domain/problem files, generate valid plans using pyperplan via unifiedplanning, format actions as function-call strings, write plan output files, and serialize plans as pickle. Handles the…

not rated 90 2d ago A 82 tokens original Apache-2.0

OpenLAIR/OpenSkill

Skill Claude CodeCodex

Compares two pandas DataFrames (old vs new) by a key column to identify deleted rows and modified fields, then exports results as a properly formatted JSON report with NumPy-safe serialization.

not rated 90 2d ago A 46 tokens original Apache-2.0

OpenLAIR/OpenSkill

Skill Claude CodeCodex

Extracts tabular data from PDF files using pdfplumber and reads Excel files using pandas/openpyxl, returning normalized pandas DataFrames with proper data types.

not rated 90 2d ago A 41 tokens original Apache-2.0

OpenLAIR/OpenSkill

Skill Claude CodeCodex

Count unique pedestrians in surveillance video frames using Vision LLM APIs (OpenAI GPT-4o or Google Gemini) and write results to Excel. Use when you need to analyze surveillance footage for pedestrian counting, perform person re-identification across video frames, or generate Excel reports of pedestrian counts per…

not rated 90 2d ago A 84 tokens original Apache-2.0

OpenLAIR/OpenSkill

Skill Claude CodeCodex

Extract and encode sampled frames from video files for vision AI analysis. Use when you need to process surveillance or other video files by extracting frames at regular intervals, converting them to base64-encoded JPEG images suitable for sending to vision LLM APIs. Handles video file discovery, temporal sampling…

not rated 90 2d ago A 78 tokens original Apache-2.0

OpenLAIR/OpenSkill

Skill Claude CodeCodex

Converts text chunks into speech audio using cascading fallback (OpenAI TTS -> ElevenLabs -> edge-tts -> gTTS). Handles API auth, rate limiting, MP3 chunk generation, and audio concatenation into a single MP3 file.

not rated 90 2d ago A 60 tokens original Apache-2.0

evo-web-essay-scraper

115

OpenLAIR/OpenSkill

Skill Claude CodeCodex

Scrapes and extracts clean text from Paul Graham essays on paulgraham.com. Handles legacy table-based HTML, character encoding, and text chunking for TTS APIs.

not rated 90 2d ago A 43 tokens original Apache-2.0

OpenLAIR/OpenSkill

Skill Claude CodeCodex

Provides utilities for loading an Excel workbook with openpyxl, copying selected columns from a source sheet to a destination sheet preserving order and headers, appending formula columns, and saving the workbook.

not rated 90 2d ago A 47 tokens original Apache-2.0

OpenLAIR/OpenSkill

Skill Claude CodeCodex

Provides the exact DOTS scoring formula, sex-specific polynomial coefficients, TotalKg computation rules, edge case handling (negative best lifts, blank values, Mx category), and corresponding Excel formula strings for both TotalKg and DOTS columns.

not rated 90 2d ago A 56 tokens original Apache-2.0

OpenLAIR/OpenSkill

Skill Claude CodeCodex

Create a reference slide with auto-numbered deduplicated paper titles.

not rated 90 2d ago A 22 tokens original Apache-2.0

OpenLAIR/OpenSkill

Skill Claude CodeCodex

Detect dangling paper titles in PPTX slides and apply font formatting, resizing, and repositioning.

not rated 90 2d ago A 29 tokens original Apache-2.0

evo-pptx-xml-io

120

OpenLAIR/OpenSkill

Skill Claude CodeCodex

Low-level PPTX utilities for opening, saving, navigating presentations.

not rated 90 2d ago A 23 tokens original Apache-2.0

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