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

End-to-end speaker diarization and subtitle generation pipeline for video/audio files. Extracts audio via ffmpeg, performs VAD (silero-vad), extracts ECAPA-TDNN speaker embeddings (speechbrain), clusters speakers (agglomerative clustering with cosine distance), transcribes with OpenAI Whisper, aligns transcripts to…

not rated 90 +2 2d ago A 93 tokens original Apache-2.0

OpenLAIR/OpenSkill

Skill Claude CodeCodex

Migrate a Java 8/Spring Boot 2.7 project to Java 21/Spring Boot 3.2 with comprehensive handling of namespace changes, security config, Hibernate 6, JJWT 0.12.x, and RestClient migration.

not rated 90 +2 2d ago A 63 tokens original Apache-2.0

OpenLAIR/OpenSkill

Skill Claude CodeCodex

Generates and validates Suricata 7.0 rules for detecting data exfiltration hidden in HTTP telemetry traffic, using sticky buffers, exact URI matching, header inspection, and PCRE body pattern matching.

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

OpenLAIR/OpenSkill

Skill Claude CodeCodex

Generates syzkaller syzlang descriptions for the Linux ppdev (parallel port) driver, covering all 28 ioctls (including 5 obsolete ones), structs, IEEE 1284 mode flags, and PP flags with architecture-specific constants for amd64 and 386.

not rated 90 +2 2d ago A 70 tokens original Apache-2.0

evo-cluster-naming

149

OpenLAIR/OpenSkill

Skill Claude CodeCodex

Assign human-readable, non-overlapping representative names to clusters using TF-IDF and centroid proximity.

not rated 90 +2 2d ago A 26 tokens original Apache-2.0

OpenLAIR/OpenSkill

Skill Claude CodeCodex

Load, normalize, and output e-commerce category taxonomy data using Pandas 2.2.0-safe patterns.

not rated 90 +2 2d ago A 31 tokens original Apache-2.0

OpenLAIR/OpenSkill

Skill Claude CodeCodex

Parse a Three.js createScene() file in headless Node.js, identify part-level structure (Groups and standalone Meshes), and export OBJ files for both individual sub-meshes per part and merged part assemblies (links). Use when extracting decomposed 3D object structure from Three.js scene definitions.

not rated 90 +2 2d ago A 69 tokens original Apache-2.0

OpenLAIR/OpenSkill

Skill Claude CodeCodex

Generates a Node.js ES module script that dynamically imports a Three.js object definition file, constructs a scene graph, applies a -90 deg X-rotation for Y-up to Z-up coordinate conversion (Blender compatibility), forces world matrix updates, serializes the scene to Wavefront OBJ format using OBJExporter, and writes…

not rated 90 +2 2d ago A 77 tokens original Apache-2.0

evo-threejs-to-obj

154

OpenLAIR/OpenSkill

Skill Claude CodeCodex

Convert Three.js scene graphs to Wavefront OBJ format suitable for Blender (Z-up coordinate system). Handles InstancedMesh, nested hierarchies, coordinate transforms, and headless Node.js execution.

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

OpenLAIR/OpenSkill

Skill Claude CodeCodex

Query travel CSV datasets with filtering for pet-friendly, cuisine, city, state, budget.

not rated 90 +2 2d ago A 25 tokens original Apache-2.0

OpenLAIR/OpenSkill

Skill Claude CodeCodex

Assembles 7-day travel itinerary with route optimization, budget validation, and JSON output.

not rated 90 +2 2d ago A 27 tokens original Apache-2.0

evo-travel-planning

157

OpenLAIR/OpenSkill

Skill Claude CodeCodex

Build multi-day travel itineraries from structured databases (cities, accommodations, restaurants, attractions, driving distances) with robust constraint validation, budget tracking, and pet-friendly filtering.

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

OpenLAIR/OpenSkill

Skill Claude CodeCodex

Complete pipeline for identifying anomalous product category spending patterns in e-commerce data using Prophet counterfactual forecasting, and explaining anomalies through demographic factors via Difference-in-Differences causal inference.

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

OpenLAIR/OpenSkill

Skill Claude CodeCodex

Detects filler words in video/audio interviews using ASR (faster-whisper) with word-level timestamps, saves annotations as JSON, and extracts filler clips into a compilation video.

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

OpenLAIR/OpenSkill

Skill Claude CodeCodex

A comprehensive skill for extracting chapter indices from tutorial videos using FFmpeg audio extraction, OpenAI Whisper ASR transcription with word-level timestamps, and semantic chapter alignment via fuzzy string matching.

not rated 90 +2 2d ago A 44 tokens original Apache-2.0

OpenLAIR/OpenSkill

Skill Claude CodeCodex

Handles plan output formatting and end-to-end task orchestration. Reads problem.json, calls the solver for each task, formats plans in actionname(param1, param2, ...) syntax, and writes output files.

not rated 90 +2 2d ago A 50 tokens original Apache-2.0

evo-pddl-solver

162

OpenLAIR/OpenSkill

Skill Claude CodeCodex

Core PDDL planning solver that parses domain/problem files, invokes pyperplan with optimal search configuration (GBFS + hFF), handles timeouts and fallbacks, and returns a plan as a list of action strings.

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

OpenLAIR/OpenSkill

Skill Claude CodeCodex

Solves PDDL airport ground traffic control planning problems from the IPC Airport domain. Uses unified-planning with pyperplan backend (GBFS + hFF for agile solving), with direct pyperplan fallback, robust timeout/memout handling, and correct plan output formatting.

not rated 90 +2 2d ago A 64 tokens original Apache-2.0

OpenLAIR/OpenSkill

Skill Claude CodeCodex

Generate workbook-specific INDEX/MATCH lookup formulas and downstream GCC net-exports formulas for the target workbook layout.

not rated 90 +2 2d ago A 33 tokens original Apache-2.0

OpenLAIR/OpenSkill

Skill Claude CodeCodex

Load existing workbooks with openpyxl, validate required sheets and ranges, write Excel formulas into existing cells, save safely, and trigger headless recalculation while preserving formatting.

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

evo-excel-io

166

OpenLAIR/OpenSkill

Skill Claude CodeCodex

Provides utility functions for loading, scanning, and saving Excel workbooks with openpyxl 3.1.5, including handling merged cells, detecting placeholder markers, and preserving formatting when writing numeric values back.

not rated 90 +2 2d ago A 49 tokens original Apache-2.0

OpenLAIR/OpenSkill

Skill Claude CodeCodex

Analyzes NASA budget workbook mathematical structure to recover missing ??? values via constraint propagation across sheets (row sums, YoY percentages, directorate shares, growth analysis).

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

evo-xlsx-recover-data

168

OpenLAIR/OpenSkill

Skill Claude CodeCodex

Recover missing values (marked as "???") in a multi-sheet NASA budget Excel workbook. Handles 4 interdependent sheets with cross-sheet constraint propagation, floating-point precision management, and robust Excel I/O via openpyxl.

not rated 90 +2 2d ago A 53 tokens original Apache-2.0

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