Methodology Explainer
nimrodfisher/data-analytics-skills
Explain analysis methodology to diverse audiences. An agent skill from nimrodfisher/data-analytics-skills.
Explain GRACE 4 methodology, .grace artifacts, semantic anchors, change lifecycle, verification, and migration boundaries.
$ npx skills add osovv/grace-marketplace --skill grace-explainer -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install osovv/grace-marketplace grace-explainer --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/osovv/grace-marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/grace/grace-explainer .claude/skills/grace-explainer && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "grace-explainer" agent skill from https://github.com/osovv/grace-marketplace/tree/main/skills/grace/grace-explainer into .claude/skills/grace-explainer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "grace-explainer", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/osovv/grace-marketplace/tree/main/skills/grace/grace-explainerType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add osovv/grace-marketplace --skill grace-explainer -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install osovv/grace-marketplace grace-explainer --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/osovv/grace-marketplace.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/grace/grace-explainer .agents/skills/grace-explainer && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "grace-explainer" agent skill from https://github.com/osovv/grace-marketplace/tree/main/skills/grace/grace-explainer into .agents/skills/grace-explainer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "grace-explainer", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add osovv/grace-marketplace --skill grace-explainer -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install osovv/grace-marketplace grace-explainer --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/osovv/grace-marketplace.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/grace/grace-explainer .cursor/skills/grace-explainer && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "grace-explainer" agent skill from https://github.com/osovv/grace-marketplace/tree/main/skills/grace/grace-explainer into .cursor/skills/grace-explainer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "grace-explainer", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/osovv/grace-marketplace.git --path skills/grace/grace-explainer--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add osovv/grace-marketplace --skill grace-explainer -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install osovv/grace-marketplace grace-explainer --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/osovv/grace-marketplace.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/grace/grace-explainer .gemini/skills/grace-explainer && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "grace-explainer" agent skill from https://github.com/osovv/grace-marketplace/tree/main/skills/grace/grace-explainer into .gemini/skills/grace-explainer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "grace-explainer", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install osovv/grace-marketplace grace-explainerInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add osovv/grace-marketplace --skill grace-explainer -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/osovv/grace-marketplace.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/grace/grace-explainer .github/skills/grace-explainer && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "grace-explainer" agent skill from https://github.com/osovv/grace-marketplace/tree/main/skills/grace/grace-explainer into .github/skills/grace-explainer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "grace-explainer", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add osovv/grace-marketplace --skill grace-explainer -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install osovv/grace-marketplace grace-explainer --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/osovv/grace-marketplace.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/grace/grace-explainer .opencode/skills/grace-explainer && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "grace-explainer" agent skill from https://github.com/osovv/grace-marketplace/tree/main/skills/grace/grace-explainer into .opencode/skills/grace-explainer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "grace-explainer", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
grace-explainerExplain GRACE 4 methodology, .grace artifacts, semantic anchors, change lifecycle, verification, and migration boundaries.
Grace Explainer is an agent skill from osovv/grace-marketplace. Explain GRACE 4 methodology, .grace artifacts, semantic anchors, change lifecycle, verification, and migration boundaries.
Its SKILL.md is about 300 tokens, which your agent loads only when the skill is triggered. The skill folder holds 8 other files, including reference files (for example `agents/openai.yaml`, `references/contract-driven-dev.md` and `references/knowledge-graph.md`).
The repository describes itself as: GRACE (Graph-RAG Anchored Code Engineering): open Agent Skills for contract-driven AI code generation with semantic markup, knowledge graphs, and support for Claude Code, Codex… The licence is MIT.
6 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 70f5ec4. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Grace Explainer loads about 298 tokens when it runs, and up to ~5.9k if it reads all its reference files. Until then it costs about 35 tokens; SKILL.md has 129 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from osovv/grace-marketplace at commit 70f5ec4, republished under its MIT licence (© osovv). 129 words, ~298 tokens.
.claude/skills/grace-explainer/SKILL.md (or your agent's skills folder). This skill also uses 6 other files; get the full folder from GitHub.<skill>
<core_model>
GRACE 4 uses `.grace` as the durable project model:
.grace/context stores requirements, technology, principles, deployment, and UX constraints..grace/graph stores graph indexes and routed graph documents with GD-*, M-*, and DF-* tags..grace/verification stores verification indexes and routed V-M-* entries..grace/changes stores active and archived C-* change bundles with GraceChangeSpec, optional non-normative design context, and GraceChangePlan.
</core_model><workflow>
1. `grace-init` creates the `.grace` skeleton.
2. `grace-spec` creates an active change spec and waits for approval.
3. `grace-plan` creates assertions, scopes, and `T-*` implementation tasks.
4. `grace-execute` runs sequential or parallel-safe mode from the approved plan.
5. `grace lint` and `grace status` provide validation and health evidence.
6. Existing GRACE 3 projects use `grace-migrate`; the CLI validates the result but does not convert legacy docs directly.
</workflow>
</skill>
© osovv, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 6 other files (references) in skills/grace/grace-explainer of osovv/grace-marketplace.
Open the folder on GitHubat commit 70f5ec4
Grace Explainer next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Grace Explainer this skillosovv/grace-marketplace | 252 | — | ~298 | Automated safety check: Pass | MIT | |
| Methodology Explainernimrodfisher/data-analytics-skills | 465 | — | ~487 | Automated safety check: Pass | MIT | |
| Semantic Kernelgithub/awesome-copilot | 40k | 2 repos | ~756 | Automated safety check: Pass | MIT | |
| Anchor Textthedaviddias/Front-End-Checklist | 74k | — | ~426 | Automated safety check: Pass | MIT | |
| Semantic Liststhedaviddias/Front-End-Checklist | 74k | — | ~504 | Automated safety check: Pass | MIT | |
| Explain Usageasgeirtj/system_prompts_leaks | 69k | — | ~345 | Automated safety check: Pass | CC0-1.0 |
nimrodfisher/data-analytics-skills
Explain analysis methodology to diverse audiences. An agent skill from nimrodfisher/data-analytics-skills.
github/awesome-copilot
Create, update, refactor, explain, or review Semantic Kernel solutions using shared guidance plus language-specific references for .NET and Python.
thedaviddias/Front-End-Checklist
A skill your agent uses when auditing metadata, crawlability, structured data, or indexability related to Use descriptive anchor text.
thedaviddias/Front-End-Checklist
A skill your agent uses when reviewing rendered HTML, interactive components, or design-system patterns related to Use semantic list elements.
asgeirtj/system_prompts_leaks
Explain where this session's tokens went, with one simple chart in plain language.
sickn33/agentic-awesome-skills
Automate versioning and changelog generation using semantic versioning principles.
osovv/grace-marketplace
Agent-applied GRACE 3 to GRACE 4 migration workflow. An agent skill from osovv/grace-marketplace.
osovv/grace-marketplace
Read an approved GRACE 4 GraceChangeSpec and optional design context, then create a GraceChangePlan with assertions, scopes, tasks, and verification gates.
osovv/grace-marketplace
Interview the user and create an approved GRACE 4 GraceChangeSpec plus optional design-context.xml inside .grace/changes/active/C-/.
osovv/grace-marketplace
Bootstrap a Full GRACE 4 project by creating the canonical .grace context, graph, verification, and changes skeleton.
osovv/grace-marketplace
Operate the GRACE 4 CLI for .grace linting, status, module navigation, verification navigation, and file-local semantic markup.
osovv/grace-marketplace
Execute an approved GRACE 4 GraceChangePlan in sequential or parallel-safe mode with recovery-aware preflight and centralized durable apply.
Explain GRACE 4 methodology, .grace artifacts, semantic anchors, change lifecycle, verification, and migration boundaries. Grace Explainer is an agent skill from osovv/grace-marketplace.grace artifacts, semantic anchors, change lifecycle, verification, and migration boundaries.
Run `npx skills add osovv/grace-marketplace --skill grace-explainer -a claude-code`. Or copy the skill folder (skills/grace/grace-explainer in osovv/grace-marketplace) into .claude/skills/grace-explainer in your project. Claude Code loads it when a task matches its description.
Run `npx skills add osovv/grace-marketplace --skill grace-explainer -a codex`. Or copy the skill folder (skills/grace/grace-explainer in osovv/grace-marketplace) into .agents/skills/grace-explainer in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add osovv/grace-marketplace --skill grace-explainer -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/grace-explainer, .gemini/skills/grace-explainer, .github/skills/grace-explainer and .opencode/skills/grace-explainer in your project.
SKILL.md names no scripts, command-line tools or credentials: Grace Explainer is instructions for the agent only.
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Grace Explainer is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 298 tokens (SKILL.md is roughly 1.2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 5.6k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Grace Explainer: Methodology Explainer (nimrodfisher/data-analytics-skills, 465 stars), Semantic Kernel (github/awesome-copilot, 40k stars), Anchor Text (thedaviddias/Front-End-Checklist, 74k stars) and Semantic Lists (thedaviddias/Front-End-Checklist, 74k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
osovv (a GitHub user) maintains it in osovv/grace-marketplace, which has 252 GitHub stars. The repository holds 10 skills in this directory. The repository was last updated on September 24, 2026.
Source: osovv/grace-marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.