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.
Skill Claude CodeCodex
Add or refine a conceptual workflow view alongside a generated execution view without hard-coding app semantics into the generic UI. Use this skill when a user wants a pipelineview.dot/json file, a conceptual architecture diagram, or a labstages.toml reviewed for clearer naming, IO flow, and semantic alignment with…
Skill Claude CodeCodex
Plan before editing code. Use this skill for multi-step implementation, debugging, refactors, release work, or any coding task where sequencing, assumptions, or validation matter. It enforces a short plan first, validates assumptions before edits, and verifies results before close-out.
Skill Claude CodeCodex
Maintain repo-managed agent skills across .claude/skills and .codex/skills, including targeted sync, validation, index regeneration, drift checks, and Tokki skill visibility. Use when adding or updating a shared skill, migrating a user-managed skill into the repo, or reconciling agent skill copies without overwriting…
Skill Claude CodeCodex
Review DOCX reports for missing figures, stale wording, duplicate sections, caption drift, and local consistency issues. Use this skill when a user asks for a quality pass on a Word report, wants to compare exported versus source versions, or needs a review-driven cleanup checklist before delivery.
Skill Claude CodeCodex
Create or substantially refine publication-grade scientific and technical SVG figures for reports, slides, README/docs, and DOCX/PDF workflows. Use when the agent needs an editable SVG source of truth for architecture diagrams, methodology/training-loop figures, pipeline/workflow views, comparison grids…
Skill Claude CodeCodex
Align a slide deck with a DOCX report while preserving each artifact’s role. Use this skill when a user wants missing report figures inserted into slides, terminology synchronized across report and deck, or extra slides added without overwriting the current summary version.
Skill Claude CodeCodex
Create, edit, inspect, or explain presentation slide decks (.pptx) with PptxGenJS, bundled layout helpers, and render/validation utilities. Use when tasks involve building a new PowerPoint deck, recreating slides from screenshots/PDFs/reference decks, modifying content while preserving editable output, extracting or…
Skill Claude CodeCodex
Refine SVG diagrams for readability in documents and slides. Use this skill when a user wants text resized, blocks widened, arrows rerouted, overlapping labels fixed, or an existing figure made easier to edit and export without redesigning it from scratch.