Table Headers
thedaviddias/Front-End-Checklist
A skill your agent uses when reviewing rendered HTML, interactive components, or design-system patterns related to Define proper table headers.
Add a code-defined table enrichment (registry entry) under apps/sim/enrichments/ backed by an ordered provider cascade, ensuring every provider tool it calls has hosted-key support.
$ npx skills add simstudioai/sim --skill add-enrichment -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install simstudioai/sim add-enrichment --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/simstudioai/sim.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/add-enrichment .claude/skills/add-enrichment && 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 "add-enrichment" agent skill from https://github.com/simstudioai/sim/tree/main/.agents/skills/add-enrichment into .claude/skills/add-enrichment/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "add-enrichment", 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/simstudioai/sim/tree/main/.agents/skills/add-enrichmentType 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 simstudioai/sim --skill add-enrichment -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install simstudioai/sim add-enrichment --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/simstudioai/sim.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/add-enrichment .agents/skills/add-enrichment && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "add-enrichment" agent skill from https://github.com/simstudioai/sim/tree/main/.agents/skills/add-enrichment into .agents/skills/add-enrichment/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "add-enrichment", 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 simstudioai/sim --skill add-enrichment -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install simstudioai/sim add-enrichment --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/simstudioai/sim.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/add-enrichment .cursor/skills/add-enrichment && 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 "add-enrichment" agent skill from https://github.com/simstudioai/sim/tree/main/.agents/skills/add-enrichment into .cursor/skills/add-enrichment/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "add-enrichment", 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/simstudioai/sim.git --path .agents/skills/add-enrichment--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 simstudioai/sim --skill add-enrichment -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install simstudioai/sim add-enrichment --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/simstudioai/sim.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/add-enrichment .gemini/skills/add-enrichment && 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 "add-enrichment" agent skill from https://github.com/simstudioai/sim/tree/main/.agents/skills/add-enrichment into .gemini/skills/add-enrichment/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "add-enrichment", 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 simstudioai/sim add-enrichmentInstalls 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 simstudioai/sim --skill add-enrichment -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/simstudioai/sim.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/add-enrichment .github/skills/add-enrichment && 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 "add-enrichment" agent skill from https://github.com/simstudioai/sim/tree/main/.agents/skills/add-enrichment into .github/skills/add-enrichment/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "add-enrichment", 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 simstudioai/sim --skill add-enrichment -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install simstudioai/sim add-enrichment --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/simstudioai/sim.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/add-enrichment .opencode/skills/add-enrichment && 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 "add-enrichment" agent skill from https://github.com/simstudioai/sim/tree/main/.agents/skills/add-enrichment into .opencode/skills/add-enrichment/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "add-enrichment", 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.
add-enrichmentAdd a code-defined table enrichment (registry entry) under apps/sim/enrichments/ backed by an ordered provider cascade, ensuring every provider tool it calls has hosted-key support.
Add Enrichment is an agent skill from simstudioai/sim. Add a code-defined table enrichment (registry entry) under apps/sim/enrichments/ backed by an ordered provider cascade, ensuring every provider tool it calls has hosted-key support. Use when adding a per-row table enrichment that fills cells via existing Sim tools.
Its SKILL.md is about 2.2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files (for example `agents/openai.yaml`).
The repository describes itself as: Sim is the collaborative workspace to build, deploy, and monitor AI agents and workflows. Used by 100,000+ builders. The licence is Apache-2.0.
5 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 546d4e7. 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.
Shell commands in SKILL.md call:
bunbunxFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md. Its commands use bunx, which can reach the network depending on how they are called.
From URLs in SKILL.md, links to its own repository left out.
Names these keys or tokens, usually read from environment variables:
SERVICE_API_KEYFrom names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Add Enrichment loads about 2.2k tokens when it runs. Until then it costs about 71 tokens; SKILL.md has 799 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 simstudioai/sim at commit 546d4e7, republished under its Apache-2.0 licence (© simstudioai). 799 words, ~2,164 tokens.
.claude/skills/add-enrichment/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.Enrichments are code-defined entries in apps/sim/enrichments/ that run directly per table row (no workflow). Each enrichment declares inputs, outputs, and an ordered list of providers; the cascade runner tries providers in order and the first non-empty result fills the cell. Each provider calls one existing Sim tool via executeTool, which injects the workspace's BYOK key or a hosted key and bills usage automatically.
Because enrichments run on Sim's hosted keys by default, every provider tool you reference must have hosted-key support — otherwise it can only run when the workspace brings its own key. This command makes that check a required step.
| Step | What | Where |
|---|---|---|
| 1 | Pick the data-source tool(s) for each output | tools/{service}/ + tools/registry.ts |
| 2 | Verify each tool has hosting; if not, run /add-hosted-key | tools/{service}/{action}.ts |
| 3 | Write the enrichment definition | enrichments/{id}/{id}.ts + index.ts |
| 4 | Register it | enrichments/registry.ts |
| 5 | Verify | tsc / biome / manual run |
enrichments/types.ts — EnrichmentConfig { id, name, description, icon, inputs, outputs, providers } and EnrichmentProvider { id, label, toolId, buildParams, projectFailure, mapOutput } — toolProvider fills projectFailure with the standard HTTP projection; override it only for a provider whose failure shape is nonstandard (see enrichments/provider-failures/). Providers are plain data (no @/tools import) so the catalog stays client-safe.enrichments/providers.ts — toolProvider(...) (typed passthrough) plus shared input helpers: str(v), normalizeDomain(v), firstNonEmpty(arr), splitName(fullName), and projectEnrichmentProviderFailure.enrichments/run.ts — the server-only cascade runner. Calls executeTool(provider.toolId, { ...params, _context: { workspaceId, userId } }), accumulates hosted-key cost, returns the first non-empty mapped result. You do not edit this — it works for any registry entry.enrichments/registry.ts — ENRICHMENT_REGISTRY / ALL_ENRICHMENTS / getEnrichment. Register new entries here.Outputs automatically become table columns; billing, the catalog/sidebar UI, and per-row execution work with no extra wiring.
For each output the enrichment produces, decide which existing tool provides it. Look up the service's API and the tool in apps/sim/tools/{service}/ (e.g. hunter_email_finder, pdl_person_enrich, pdl_company_enrich). Confirm:
apps/sim/tools/registry.ts.params accept what you can derive from table columns (read the tool's params).outputs / transformResponse actually expose the field you need (read the real output shape — don't assume).Order providers cheapest / most-likely-to-hit first; the cascade stops at the first non-empty result. Apollo / LinkedIn are not hosted-safe (ToS) — don't use them.
/add-hosted-key if missingThis is the required gate. For every tool a provider calls, open apps/sim/tools/{service}/{action}.ts and check for a hosting block:
hosting: {
envKeyPrefix: 'SERVICE_API_KEY',
apiKeyParam: 'apiKey',
byokProviderId: 'service',
pricing: { /* ... */ },
rateLimit: { /* ... */ },
}hosting is present — good. Note the envKeyPrefix; the deployment needs {PREFIX}_COUNT + {PREFIX}_1..N env vars set for the hosted key to actually resolve at runtime (ops concern, not code). If those env vars aren't set in the target environment, the provider will only run with a workspace BYOK key.hosting is absent — the tool can't use a Sim-provided key, so the enrichment would silently produce blank cells on hosted Sim. Stop and run /add-hosted-key <service> to add hosted-key support to that tool first, then come back. Do this for every provider tool that lacks it.Why it matters: the cascade runner only bills (and only reads output.cost.total) when executeTool injected a hosted key, which requires the tool's hosting config. No hosting → no hosted key → the enrichment depends entirely on per-workspace BYOK.
Create apps/sim/enrichments/{id}/{id}.ts and a barrel index.ts. Mirror the entries registered in enrichments/registry.ts.
import { SomeIcon } from '@sim/emcn/icons'
import { filterUndefined } from '@sim/utils/object'
import { normalizeDomain, splitName, str, toolProvider } from '@/enrichments/providers'
import type { EnrichmentConfig } from '@/enrichments/types'
export const myEnrichment: EnrichmentConfig = {
id: 'my-enrichment',
name: 'My Enrichment',
description: 'One concise sentence describing what it finds.',
icon: SomeIcon,
inputs: [
// Person enrichments take a single canonical `fullName` (Clay-style);
// split it with splitName() for tools that need first/last.
{ id: 'fullName', name: 'Full name', type: 'string', required: true },
{ id: 'companyDomain', name: 'Company domain', type: 'string' },
],
outputs: [{ id: 'value', name: 'value', type: 'string' }],
providers: [
toolProvider({
id: 'provider-a',
label: 'Provider A',
toolId: 'service_action', // must have `hosting` (Step 2)
buildParams: (inputs) => {
// Return null when there aren't enough inputs → cascade skips this provider.
const name = splitName(inputs.fullName)
const domain = normalizeDomain(inputs.companyDomain)
if (!name || !domain) return null
return { domain, first_name: name.firstName, last_name: name.lastName }
},
mapOutput: (output) => {
// Return { [outputId]: value } on a hit, or null to fall through.
const value = str(output.value)
return value ? { value } : null
},
}),
// ...additional fallback providers, in priority order.
],
}// apps/sim/enrichments/{id}/index.ts
export { myEnrichment } from './my-enrichment'Rules:
@sim/emcn/icons, @sim/utils/*, @/enrichments/providers, and the types. Never import @/tools here — the runner does the tool call.buildParams returns null when inputs are insufficient (provider skipped). mapOutput returns null/empty for a miss (falls through). Use filterUndefined when assembling optional tool params; coerce numbers explicitly (don't pass '' to number outputs).ids are the keys mapOutput returns; output names are the default column names (the user can rename them in the config).In apps/sim/enrichments/registry.ts, import and add the entry (catalog order is registration order):
import { myEnrichment } from '@/enrichments/{id}'
export const ENRICHMENT_REGISTRY: EnrichmentRegistry = {
// ...existing
[myEnrichment.id]: myEnrichment,
}bun run type-check (from apps/sim) and bunx biome check on the changed files.Enrichment hit { provider }. A row whose providers all miss completes blank; a row where every provider errored shows an error cell.params/outputs)hosting block — ran /add-hosted-key for any that didn't@/tools import); uses toolProvider + shared helpersbuildParams returns null on insufficient inputs; mapOutput returns null on a missenrichments/registry.ts© simstudioai, Apache-2.0. 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 1 other file in .agents/skills/add-enrichment of simstudioai/sim.
Open the folder on GitHubat commit 546d4e7
Add Enrichment 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 |
|---|---|---|---|---|---|---|
| Add Enrichment this skillsimstudioai/sim | 30k | — | ~2.2k | Automated safety check: Pass | Apache-2.0 | |
| Table Headersthedaviddias/Front-End-Checklist | 74k | — | ~460 | Automated safety check: Pass | MIT | |
| Table Fitasgeirtj/system_prompts_leaks | 69k | — | ~772 | Automated safety check: Pass | CC0-1.0 | |
| Accessible Tablesthedaviddias/Front-End-Checklist | 74k | — | ~521 | Automated safety check: Pass | MIT | |
| Data Table Managern8n-io/n8n | 207k | — | ~2.3k | Automated safety check: Pass | Custom licence | |
| Tablebrycewang-stanford/Auto-Empirical-Research-Skills | 4.5k | — | ~3.3k | Automated safety check: Pass | Custom licence |
thedaviddias/Front-End-Checklist
A skill your agent uses when reviewing rendered HTML, interactive components, or design-system patterns related to Define proper table headers.
asgeirtj/system_prompts_leaks
Keep a Markdown table readable in a narrow terminal of about 100 display columns - a wide table or one carrying prose in its cells wraps into unreadable ragged rows.
thedaviddias/Front-End-Checklist
A skill your agent uses when reviewing rendered HTML, interactive components, or design-system patterns related to Use semantic table markup for screen readers.
n8n-io/n8n
Load before calling data-tables or parse-file. An agent skill from n8n-io/n8n.
brycewang-stanford/Auto-Empirical-Research-Skills
Econometrics skill for creating publication-quality LaTeX regression and summary tables.
brycewang-stanford/Auto-Empirical-Research-Skills
Design and format publication-quality tables: column order, row grouping, notes, precision, reproducibility.
simstudioai/sim
Install, upgrade, and operate the Sim Helm chart on Kubernetes.
simstudioai/sim
Add a new table column type to Sim — registry entry, icon, storage shape, coercion, and the behavioral hooks the grid and API read.
simstudioai/sim
Add hosted API key support to a tool so Sim provides the key (metered and billed to the workspace) when a user has not brought their own.
simstudioai/sim
Add or upgrade a curated, immutable managed CLI for Sim Function sandboxes, including client-safe catalog metadata, a pinned server-only installation recipe, checksum and executable verification…
simstudioai/sim
Add or update a Sim dynamic selector using the shared manifest, server attachment, and selectors.execute path.
simstudioai/sim
Drive a PR to a clean review (Greptile 5/5, zero open threads) — ships if needed, keeps it mergeable against staging, re-triggers both Greptile and cubic, fixes real findings, replies to and…
Add a code-defined table enrichment (registry entry) under apps/sim/enrichments/ backed by an ordered provider cascade, ensuring every provider tool it calls has hosted-key support. Add Enrichment is an agent skill from simstudioai/sim. Add a code-defined table enrichment (registry entry) under apps/sim/enrichments/ backed by an ordered provider cascade, ensuring every provider tool it calls has hosted-key support.
Add Enrichment fits situations like: adding a per-row table enrichment that fills cells via existing Sim tools.
Run `npx skills add simstudioai/sim --skill add-enrichment -a claude-code`. Or copy the skill folder (.agents/skills/add-enrichment in simstudioai/sim) into .claude/skills/add-enrichment in your project. Claude Code loads it when a task matches its description.
Run `npx skills add simstudioai/sim --skill add-enrichment -a codex`. Or copy the skill folder (.agents/skills/add-enrichment in simstudioai/sim) into .agents/skills/add-enrichment 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 simstudioai/sim --skill add-enrichment -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/add-enrichment, .gemini/skills/add-enrichment, .github/skills/add-enrichment and .opencode/skills/add-enrichment in your project.
Going by SKILL.md and its folder, Add Enrichment needs the command-line tools its instructions call (bun and bunx) and credentials named SERVICE_API_KEY. Our summary lists: A credential in SERVICE_API_KEY.
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.
Add Enrichment is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.2k tokens (SKILL.md is roughly 8.7k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Add Enrichment: Table Headers (thedaviddias/Front-End-Checklist, 74k stars), Table Fit (asgeirtj/system_prompts_leaks, 69k stars), Accessible Tables (thedaviddias/Front-End-Checklist, 74k stars) and Data Table Manager (n8n-io/n8n, 207k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
simstudioai (a GitHub organization) maintains it in simstudioai/sim, which has 29,792 GitHub stars. The repository holds 40 skills in this directory. The repository was last updated on October 8, 2026.
Source: simstudioai/sim on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.