sota
Produce an up-to-date, state-of-the-art recommendation using domain expertise and web research.
Skill by JHostalek
Chalk Labs
Need help deploying sota?
Chalk Labs sets up agents like this inside real teams: connected to your tools, tested on your data, with a human in the loop where it matters.
Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/jhostalek-sota
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
Get the weekly diff
The weekly diff: one email a week with new agent tools, notable updates and grade changes, plus security alerts for tools you follow. Double opt-in, one-click unsubscribe.
About
Use cases: research
Reviews
Write a reviewNo reviews yet. Installed it? Reviews come from verified installers only. How reviews work
Permissions
What this skill can do and what it asks for, from its SKILL.md and code. Checked Oct 25, 2026.
- Tools
- No tools found
- Secrets
- None asked for
- Install scripts
- None found
Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/sota
What's inside
- Skill name
sota- Description
- Produce an up-to-date, state-of-the-art recommendation using domain expertise and web research. Use only when explicitly invoked.
- License
- CC0-1.0
- Instructions
- 5 lines in SKILL.md · view on GitHub
Files (2)
- SKILL.md
- openai.yaml · agents/
SKILL.md (first lines)
# SOTA Draw on your existing domain knowledge, including established practices and known failure modes from others’ implementations. Search the web for current state-of-the-art approaches, industry standards, and how others solve this problem. Recommend the best solution for this specific context.
From JHostalek/dotclaude, CC0-1.0.
More from JHostalek/dotclaude
- 0.632score
query-refiner
JHostalek
Refine a supplied question into a precise, expert-level query when the user asks to rewrite or optimize their question or prompt.
SkillAFreshness: A★ 11Claude Code +9 - 0.631score
writing
JHostalek
Rewrite slop, or a reply that did not land, into text a person would write.
SkillAFreshness: A★ 11Claude Code +9 - 0.629score
git-workflow
JHostalek
Apply personal Git conventions when committing, creating or updating PRs, merging, rebasing, or explicitly shipping work end to end.
SkillAFreshness: A★ 11Claude Code +9 - 0.626score
audit
JHostalek
Review code through focused dimensions, with one independent agent per dimension.
SkillAFreshness: A★ 11Claude Code +9 - 0.626score
design
JHostalek
Explore competing approaches through independent agents before selecting an implementation.
SkillAFreshness: A★ 11Claude Code +9 - 0.624score
intent-brief
JHostalek
Evidence-first intent elicitation.
SkillAFreshness: A★ 11Claude Code +9 - 0.623score
timesheet
JHostalek
Prepare monthly timesheet entries from Git commits.
SkillAFreshness: A★ 11Claude Code +9 - 0.621score
judge
JHostalek
Obtain an independent review of the approach and trade-offs in completed work.
SkillAFreshness: A★ 11Claude Code +9 - 0.621score
distill
JHostalek
Distill rough text into dense, expert-register English where terms of art carry the intent.
SkillAFreshness: A★ 11Claude Code +9
Signals
- Stars
- 11
- Forks
- 5
- Open issues
- 0
- Last commit (this folder)
- Oct 22, 2026 (9 days ago)
- Last release
- Oct 22, 2026 (9 days ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- CC0-1.0
- Repository
- github.com/JHostalek/dotclaude
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
More from JHostalek
- 0.632score
query-refiner
JHostalek
Refine a supplied question into a precise, expert-level query when the user asks to rewrite or optimize their question or prompt.
SkillAFreshness: A★ 11Claude Code +9 - 0.631score
writing
JHostalek
Rewrite slop, or a reply that did not land, into text a person would write.
SkillAFreshness: A★ 11Claude Code +9 - 0.629score
git-workflow
JHostalek
Apply personal Git conventions when committing, creating or updating PRs, merging, rebasing, or explicitly shipping work end to end.
SkillAFreshness: A★ 11Claude Code +9 - 0.626score
audit
JHostalek
Review code through focused dimensions, with one independent agent per dimension.
SkillAFreshness: A★ 11Claude Code +9 - 0.626score
design
JHostalek
Explore competing approaches through independent agents before selecting an implementation.
SkillAFreshness: A★ 11Claude Code +9 - 0.624score
intent-brief
JHostalek
Evidence-first intent elicitation.
SkillAFreshness: A★ 11Claude Code +9
Done for you
Rather not set it up yourself?
Chalk Labs scopes, builds and runs agents for your team: the task audit, the eval harness, the integrations and the weekly ops report. Fixed scope, priced before we start.
See how we build AI agents →Read the case studies
Chalk Labs is a two-founder AI and growth studio. We build AI agents, CRMs and MVPs for Web3 and AI companies, and have shipped 50+ product and token launches.
- launches shipped
- 50+
- launches shipped
- media placements
- 500+
- media placements
- founders on every account
- 2
- founders on every account
Press we've placed: Forbes · CoinDesk · Decrypt · Cointelegraph · The Block
Rahil Jain, Co-founder, Chalk Labs. Ex-Goldman Sachs engineer. You talk to the person who builds it.
Get sota running in your business
Tell us what you want to automate. A founder replies within one working day with a plan, not a pitch deck.
Cite this page
sota skill. Agent Mart. https://agentmart.dev/skills/jhostalek-sota (last updated 2026-10-24)