Open-source platform for reproducible AI/ML workflows, from local experimentation to distributed workers and long-lived services.
Skill Claude CodeCodex
Design SVG systems for advanced external projects. Use this skill when the user needs a reusable SVG visual language, multi-diagram consistency, export-safe assets for web/slides/docs, or an editable source-of-truth beyond simple cleanup of one existing figure.
Skill Claude CodeCodex
Generate fast, reproducible AGILAB code statistics. Use when the user asks for code stats, LOC, file counts, language breakdowns, test/docs/source ratios, churn summaries, or a concise repository size/code footprint report without running builds.
Skill Claude CodeCodex
Produce deep AGILAB audit and code-review artifacts with evidence-backed findings, mandatory architecture-foundation readiness, blast-radius tracing, security/test posture, and prioritized recommendations. Use when the user says "review AGILAB", "audit AGILAB", "code review AGILAB", "deep review", "architecture…
Skill Claude CodeCodex
Documentation workflow for AGILAB (sources vs generated HTML, public constraints, consistency checks).
Skill Claude CodeCodex
Maintain AGILAB evidence, proof, replay, and verification contracts. Use when code, docs, tests, or workflows touch run manifests, artifact hashes, first-proof or release-proof evidence, proof capsules, notebook exports, agent-run traces, MLflow handoff, replay commands, or claims about reproducibility and attestation.
Skill Claude CodeCodex
Improve or review AGILAB packaged examples for external-beta maturity. Use when working on src/agilab/examples, example install/run scripts, example READMEs, app installer example seeding, or tests that enforce example quality, pedagogy, public API usage, deterministic first-run behavior, and newcomer-safe adaptation.
Skill Claude CodeCodex
Maintain and deploy the official AGILAB Hugging Face Docker Space using the sibling thalesagilab/huggingface bundle and public agilab checkout.
Skill Claude CodeCodex
Guidance for installing AGILAB, installing apps/pages, and debugging install/test failures.
Skill Claude CodeCodex
Route terse AGILAB operator requests such as "do it", "review AGILAB", "next move", "update repos", "merge it", "check again", "release", and "cluster validation" into the right repo skills, safety mode, validation depth, and output contract using session-derived policy.
Skill Claude CodeCodex
Guidance for using local LLM backends (Ollama/GPT-OSS) inside AGILAB with correctness-first prompts.
Skill Claude CodeCodex
Build and refine short AGILAB product reels and technical demo videos with one-app storytelling, semantic guardrails, frame review, and YouTube packaging.
Skill Claude CodeCodex
Design and maintain regression evaluations for AGILAB prompts, local/remote LLM flows, notebook import classification, generated-code routing, agent-skill behavior, and prompt-driven repair or analysis features. Use when a change touches prompt templates, model defaults, local LLM readiness, notebook-to-project…
Skill Claude CodeCodex
Guarded AGILAB PyPI release cleanup workflow. Use when an operator needs to inspect, prune, or delete old AGILAB PyPI package releases, especially after a noisy post-release or retention audit item.
Skill Claude CodeCodex
Verify AGILAB release readiness and post-release truth across PyPI, GitHub Releases, release proof, docs, coverage badges, and Hugging Face Space sync. Use when the user asks "ready for release?", "release it", "all good?", "HF aligned?", "why badge failed?", or any release/publication alignment check.
Skill Claude CodeCodex
Runbook for working in the AGILab repo (uv, Streamlit, run configs, packaging, troubleshooting).
Skill Claude CodeCodex
Review AGILAB changes for security hardening risks. Use when code, docs, or workflows touch installers, Streamlit exposure, cluster/SSH/share behavior, app execution, notebooks, LLM connectors, secrets, PyPI/GitHub/Hugging Face publishing, dependency policy, or external repositories.
Skill Claude CodeCodex
Streamlit page authoring patterns for AGILAB (sessionstate safety, keys, rerun, UX).
Skill Claude CodeCodex
Quick, targeted test strategy for AGILAB (core unit tests, app smoke tests, regression).
Skill Claude CodeCodex
Validate AGILAB Streamlit UI changes with the repo's browser and widget robots. Use when touching ABOUT, PROJECT, ORCHESTRATE, ANALYSIS, SETTINGS, sidebar flows, first-proof wizard links, notebook import, screenshots, or public demo UI evidence.
Skill Claude CodeCodex
Export chat transcripts or conversation JSON into clean Markdown, JSON, or plain-text artifacts. Use this skill when a user wants a reusable export of a chat thread, needs a deterministic transcript cleanup, or wants a conversation converted into a file-oriented format for reports, prompts, docs, or downstream tooling.
Skill Claude CodeCodex
Turn past Codex debugging sessions into reusable bug-fix guidance, prompt templates, and validation rules. Use this skill when the user wants to learn from prior sessions, extract bug/postmortem cases, route future bug logs into stronger prompts, or build an explicit prompt-improvement loop instead of relying on…
Skill Claude CodeCodex
Review, fix, and validate docs publishing workflows for GitHub Pages. Use this skill when a user needs a docs deploy workflow corrected, wants versioning behavior explained, needs publish triggers adjusted, or wants a Pages deployment flow verified end to end.
Skill Claude CodeCodex
Replace or update embedded figures in DOCX reports while preserving placement, sizing, and nearby captions. Use this skill when a user wants a figure updated inside a Word document, wants SVG/PNG media replaced without rebuilding the whole document manually, or needs related PDF regeneration only when explicitly…
Skill Claude CodeCodex
Migrate or maintain a small local notebook workflow inside an AGILAB project. Use this skill when a user wants notebooks turned into a reproducible AGILAB project, project-owned notebooks exposed under ANALYSIS, WORKFLOW notebook import, labstages.toml, artifact contracts, and a conceptual workflow view.