start
Skill0 starsChanged 53 days agoApache-2.0View on GitHub
Session orientation: list installed science plugins, connector status, local config, available workflow skills, one suggested next step.
130 other projects use a version of this.
Adopted by
Most recently taken up by
- ansvisor/ansvisortheir own version, first seen Nov 8, 2026
- dsifry/metaswarmtheir own version, first seen Nov 8, 2026
- ai-search-guru/getcito-worlds-first-open-source-aio-aeo-or-geo-tooltheir own version, first seen Nov 8, 2026
- paulocsb/worldcup-fifa-pooltheir own version, first seen Nov 8, 2026
- srinator22/New-Projecttheir own version, first seen Nov 8, 2026
- Memolok/Claude-plugintheir own version, first seen Nov 6, 2026
Used with
Projects with it also use setup-engine, team-audio and 10 more.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
CoralGameSkillsetup-engine
Configure the project's game engine and version. Pins the engine in CLAUDE.md, detects knowledge gaps, and populates engine reference docs via WebSearch when the version is beyond the LLM's training data.
Also in 13 projects that use this
CoralGameSkillteam-audio
Orchestrate audio team: audio-director + sound-designer + technical-artist + gameplay-programmer for full audio pipeline from direction to implementation.
Also in 13 projects that use this
lilangMaxSkillcreate-stories
Break a single epic into implementable story files. Reads the epic, its GDD, governing ADRs, and control manifest. Each story embeds its GDD requirement TR-ID, ADR guidance, acceptance criteria, story type, and test evidence path. Run after /create-epics for each epic.
Also in 11 projects that use this
lilangMaxSkillstory-done
End-of-story completion review. Reads the story file, verifies each acceptance criterion against the implementation, checks for GDD/ADR deviations, prompts code review, updates story status to Complete, and surfaces the next ready story from the sprint.
Also in 11 projects that use this
- +5 more from CoralGame
- +3 more from lilangMax
Other versions130 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 130
- anthropics/knowledge-work-plugins★ 35ksame name
- Donchitos/Claude-Code-Game-Studios★ 27ksame name
- openai/plugins★ 7.8ksame name
- SterlingChin/marvin-template★ 1ksame name
- educlopez/ui-craft★ 441same name
- ai-search-guru/getcito-worlds-first-open-source-aio-aeo-or-geo-tool★ 432same name
- dsifry/metaswarm★ 426same name
- pixel-cellar/Claude-Code-Game-Studios★ 324same name
- ansvisor/ansvisor★ 233same name
- alexeykrol/claude-code-starter★ 194same name
120 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository11 other files it gives its agents.
- analysis-reviewSkill
- basic-statisticsSkill
- cartographySkill
- consult-knowledgeSkill
- data-formatsSkill
- discover-dataSkill
- quality-controlSkill
- reportSkill
- reproducibilitySkill
- uncertainty-quantificationSkill
- xarray-fundamentalsSkill
The file
We split this skill into the rules it gives an agent
6 rules. 0 are common, 5 are distinctive, and 1 is very specific to this project.
0
Common
Most of the 117 edited versions we read keep these.
5
Distinctive
This author's own choices. Worth a look.
1
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Very specific: line 38
Local config summary: If a project local config exists (for example ocean-science.local.md), summarize the filled blocks (data paths, …
- Distinctive: line 56
Read-only: start never loads data, writes files, or asks questions.
- Distinctive: line 57
Never invent status: check what is actually loaded and configured.
- Distinctive: line 65
Never list knowledge skills in the menu of things to invoke.
- Distinctive: line 66
Never suggest more than one next step.
- Distinctive: line 67
Never trigger a download, a file write, or a connector call that costs more than a status check.
“Common” is measured: kept by at least 6 in 10 of the 117 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
start
Orient the scientist in one screen: what is installed, what is connected, what is configured, and what to do next. Works identically invoked by slash command or by asking conversationally ("what science tools do I have here?").
Behavior
Produce exactly one screen with these five parts, in order:
- Installed OSP plugins and their knowledge. Which Open Science
Pillars plugins are present (core; ocean-science and other domain
plugins; the provider bundle plugin they depend on, such as
nasa-daac-knowledge), with one clause each on what they cover, read
from the installer's record (
claude plugin list --jsonwhere a shell exists; see consult-knowledge for how bundle roots are found from it). One line per plugin: version, the date it was installed or last updated, and its knowledge in numbers: concepts by status (stable, draft, deprecated) and how many stable concepts are past theirstale_afterdate today, counted from the concept frontmatter under each bundle root. A plugin whose record carrieserrorsis reported as disabled with the error's own words. All of this is read from disk; nothing is fetched, and no comparison with the catalog is made. The part closes with one line: installs stay at the release they were installed from, andclaude plugin update <name>@open-science-pillarsmoves one. - Connector status. Whether the Earthdata MCP connector is configured and reachable this session; when it is not, say so plainly and note that discovery falls back to knowledge-based search (discover-data names the fallback when it fires). On surfaces with per-session connectors, "not configured this session" is a normal state, not an error.
- Local config summary. If a project local config exists (for
example
ocean-science.local.md), summarize the filled blocks (data paths, compute, region defaults) in a line or two; if none exists, say none is configured and which template creates one. - Available workflow skills, grouped by plugin. Core's workflows (discover-data, report), then each installed domain plugin's workflows. Knowledge skills are not listed; they load themselves as background expertise.
- One suggested next step. Exactly one, chosen from the state above: a plugin disabled by a dependency error suggests the install command the error names; no data touched yet suggests discover-data; an analysis in progress suggests finishing it and running report; a domain plugin installed but unconfigured suggests filling its local config.
Rules
- One screen. No scrolling walls, no exhaustive option lists.
- Read-only: start never loads data, writes files, or asks questions.
- Never invent status: check what is actually loaded and configured; when something cannot be checked from this surface (the installer's record on a surface without a shell), say so rather than guessing.
- Knowledge counts come from the files under the bundle roots, never from an index line or a remembered figure.
Must NOT
- Never list knowledge skills in the menu of things to invoke.
- Never suggest more than one next step.
- Never trigger a download, a file write, or a connector call that costs more than a status check.
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Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

