# dgilford > Open-source publisher. Listings imported from github.com/dgilford — credited to the original author with their license. - **Listings:** 18 - **Total installs:** 0 - **Profile:** https://agentstack.voostack.com/s/dgilford - **Website:** https://github.com/dgilford ## Published listings - [Grilling](https://agentstack.voostack.com/l/skill-dgilford-ai-science-toolkit-grilling) — Skill · Free · security-reviewed — `agentstack add skill-dgilford-ai-science-toolkit-grilling` Grill the user relentlessly about a plan or design, one decision at a time, until you reach shared understanding. Use when the user wants to stress-test a plan before building or uses a "grill" trigger phrase — and proactively, before any step that changes running state, allocates a shared resource (GPUs, ports, memory), edits an interdependent config, or could invalidate an earlier decision. Ada… - [Commit Batching](https://agentstack.voostack.com/l/skill-dgilford-ai-science-toolkit-commit-batching) — Skill · Free · security-reviewed — `agentstack add skill-dgilford-ai-science-toolkit-commit-batching` Batch a dirty working tree into logical, single-concern commits instead of one monolithic `git add -A`. Use whenever you are about to commit and more than one file or concern has changed — survey every change, group by concern, stage each group by explicit path, write a focused message per commit, then push only if authorized. - [Grill Me](https://agentstack.voostack.com/l/skill-dgilford-ai-science-toolkit-grill-me) — Skill · Free · security-reviewed — `agentstack add skill-dgilford-ai-science-toolkit-grill-me` Interview the user relentlessly about a plan or design until reaching shared understanding, resolving each branch of the decision tree. Use when user wants to stress-test a plan, get grilled on their design, or mentions "grill me". - [Reviewer 2](https://agentstack.voostack.com/l/skill-dgilford-ai-science-toolkit-reviewer-2) — Skill · Free · security-reviewed — `agentstack add skill-dgilford-ai-science-toolkit-reviewer-2` Adopt a critical-reviewer stance to stress-test a claim, result, or manuscript section. For each claim: identify the baseline being compared against, name the counterfactual, surface plausible alternative explanations, and check that stated uncertainty is consistent with the strength of the claim. Use this whenever the user asks to be challenged, invokes "Skeptic," "Reviewer #2," "red team," "pok… - [Ai Review](https://agentstack.voostack.com/l/skill-dgilford-ai-science-toolkit-ai-review) — Skill · Free · security-reviewed — `agentstack add skill-dgilford-ai-science-toolkit-ai-review` SLASH COMMAND — type /ai-review for a comprehensive senior-engineer review of a project or repository. Orchestrates a parallel fan-out across correctness, staleness, over-baking, and claim rigor by DELEGATING to the tools that own each lane, then adds the three lanes nothing else covers — gap/opportunity hunting, grounded novel ideation, and a single prioritized synthesis. Report-only by default;… - [Figure Review](https://agentstack.voostack.com/l/skill-dgilford-ai-science-toolkit-figure-review) — Skill · Free · security-reviewed — `agentstack add skill-dgilford-ai-science-toolkit-figure-review` Audit a scientific figure for publication-readiness: colormaps, uncertainty, axis labels, caption completeness, and claim support. Use this whenever the user shares or references a figure, plot, panel, or colorbar for a paper, report, or brief and wants it checked, reviewed, or made publication-ready — even if they just say "does this figure work?" or "review my plot." Emits a per-criterion repor… - [Slack Message](https://agentstack.voostack.com/l/skill-dgilford-ai-science-toolkit-slack-message) — Skill · Free · security-reviewed — `agentstack add skill-dgilford-ai-science-toolkit-slack-message` Draft an internal Slack message grounded in current project context and recent workflow. Use when sharing a status update, result, finding, or request with a teammate or internal stakeholder at your org. - [Unstale](https://agentstack.voostack.com/l/skill-dgilford-ai-science-toolkit-unstale) — Skill · Free · security-reviewed — `agentstack add skill-dgilford-ai-science-toolkit-unstale` Detect and repair staleness residue in Python library code and notebooks — dead imports, dead code, resolved TODOs, stale comments/docstrings, and HANDOFF blockers. Use this whenever you want to clean up after a refactor, fix a comment that no longer matches the code, remove unused imports, check for leftover TODOs, detect doc drift, or tidy a notebook before sharing or submission — even without… - [Commit Batch](https://agentstack.voostack.com/l/skill-dgilford-ai-science-toolkit-commit-batch) — Skill · Free · security-reviewed — `agentstack add skill-dgilford-ai-science-toolkit-commit-batch` Batch the working tree into logical, single-concern commits, then commit (and push if asked) instead of one monolithic `git add -A`. Use when you type /commit-batch or want your pending changes split into clean, focused commits. - [Tab Setup](https://agentstack.voostack.com/l/skill-dgilford-ai-science-toolkit-tab-setup) — Skill · Free · security-reviewed — `agentstack add skill-dgilford-ai-science-toolkit-tab-setup` Set a unique color and name for this Claude Code tab based on the current working directory. Use "all" to recolor and relabel every active session at once. - [Worklog](https://agentstack.voostack.com/l/skill-dgilford-ai-science-toolkit-worklog) — Skill · Free · security-reviewed — `agentstack add skill-dgilford-ai-science-toolkit-worklog` Capture a work-log entry to the Notion Work Journal, a remote server cache, and a local mirror. Use whenever the user asks to log, note, record, or journal progress, a decision, or what they just did — and as the capture step invoked by /handoff. - [Handoff](https://agentstack.voostack.com/l/skill-dgilford-ai-science-toolkit-handoff) — Skill · Free · security-reviewed — `agentstack add skill-dgilford-ai-science-toolkit-handoff` Create or update a durable project handoff for the next AI agent/session. Use when ending a coding/research session, switching agents, compressing context, or preparing another Claude/ChatGPT/Codex session to continue the work. - [Evolve Claude Md](https://agentstack.voostack.com/l/skill-dgilford-ai-science-toolkit-evolve-claude-md) — Skill · Free · security-reviewed — `agentstack add skill-dgilford-ai-science-toolkit-evolve-claude-md` Update CLAUDE.md with durable knowledge from the current session. Use at the end of a working session to promote new findings, renamed variables, refined definitions, or corrected assumptions into the permanent project record. - [Lit Review](https://agentstack.voostack.com/l/skill-dgilford-ai-science-toolkit-lit-review) — Skill · Free · security-reviewed — `agentstack add skill-dgilford-ai-science-toolkit-lit-review` Search and synthesize scientific literature from Zotero, arxiv, bioRxiv, Google Scholar, and Consensus. Use when framing a research question, designing methods, interpreting results, mapping the field landscape, or identifying future directions. - [Pathfinder](https://agentstack.voostack.com/l/skill-dgilford-ai-science-toolkit-pathfinder) — Skill · Free · security-reviewed — `agentstack add skill-dgilford-ai-science-toolkit-pathfinder` SLASH COMMAND — type /pathfinder to get a navigable map of every skill and subagent and when to reach for each. Resolves the reviewer-2-vs-panel decision. Use when unsure which skill or agent to invoke, or when orienting a new session. - [Write New Skill](https://agentstack.voostack.com/l/skill-dgilford-ai-science-toolkit-write-new-skill) — Skill · Free · security-reviewed — `agentstack add skill-dgilford-ai-science-toolkit-write-new-skill` Create new Claude Code skills with proper structure and progressive disclosure. Use when user wants to create, write, or build a new skill. - [Resume](https://agentstack.voostack.com/l/skill-dgilford-ai-science-toolkit-resume) — Skill · Free · security-reviewed — `agentstack add skill-dgilford-ai-science-toolkit-resume` Resume work from repo-local handoff state. Use when starting a new Claude Code session, switching agents, returning to a project, or asking an AI agent to reconstruct context from prior work. - [Overbaked](https://agentstack.voostack.com/l/skill-dgilford-ai-science-toolkit-overbaked) — Skill · Free · security-reviewed — `agentstack add skill-dgilford-ai-science-toolkit-overbaked` Audit a document, plan, or code for over-engineering, verbosity, and scope creep. Use when you've just written something and want a point-by-point check before finalizing. --- Seller on AgentStack — the marketplace for AI agent skills and MCP servers. Every listing is security-reviewed. Install any with `agentstack add `.