{"slug":"simstudioai-add-enrichment","name":"add-enrichment","description":"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.","long_description":"---\nname: add-enrichment\ndescription: 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.\nargument-hint: <enrichment-name>\n---\n\n# Adding a Table Enrichment\n\nEnrichments 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.\n\nBecause 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.\n\n## Overview\n\n| Step | What | Where |\n|------|------|-------|\n| 1 | Pick the data-source tool(s) for each output | `tools/{service}/` + `tools/registry.ts` |\n| 2 | **Verify each tool has `hosting`; if not, run `/add-hosted-key`** | `tools/{service}/{action}.ts` |\n| 3 | Write the enrichment definition | `enrichments/{name}/{name}.ts` + `index.ts` |\n| 4 | Register it | `enrichments/registry.ts` |\n| 5 | Verify | tsc / biome / manual run |\n\n## Architecture (what you're plugging into)\n\n- **`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.\n- **`enrichments/providers.ts`** — `toolProvider(...)` (typed passthrough) plus shared input helpers: `str(v)`, `normalizeDomain(v)`, `firstNonEmpty(arr)`, `splitName(fullName)`, and `projectEnrichmentProviderFailure`.\n- **`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.\n- **`enrichments/registry.ts`** — `ENRICHMENT_REGISTRY` / `ALL_ENRICHMENTS` / `getEnrichment`. Register new entries here.\n\nOutputs automatically become table columns; billing, the catalog/sidebar UI, the column meta-header icon, and per-row execution all work with no extra wiring.\n\n## Step 1: Pick the data-source tool(s)\n\nFor 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:\n\n- The tool id is registered in `apps/sim/tools/registry.ts`.\n- Its `params` accept what you can derive from table columns (read the tool's `params`).\n- Its `outputs` / `transformResponse` actually expose the field you need (read the real output shape — don't assume).\n\nOrder 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.\n\n## Step 2: Verify hosted-key support — chain to `/add-hosted-key` if missing\n\n**This is the required gate.** For every tool a provider calls, open `apps/sim/tools/{service}/{action}.ts` and check for a `hosting` block:\n\n```typescript\nhosting: {\n  envKeyPrefix: 'SERVICE_API_KEY',\n  apiKeyParam: 'apiKey',\n  byokProviderId: 'service',\n  pricing: { /* ... */ },\n  rateLimit: { /* ... */ },\n}\n```\n\n- **If `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.\n- **If `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.\n\nWhy 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.\n\n## Step 3: Write the enrichment definition\n\nCreate `apps/sim/enrichments/{name}/{name}.ts` and a barrel `index.ts`. Mirror the entries registered in `enrichments/registry.ts`.\n\n```typescript\nimport { SomeIcon } from '@sim/emcn/icons'\nimport { filterUndefined } from '@sim/utils/object'\nimport { normalizeDomain, splitName, str, toolProvider } from '@/enrichments/providers'\nimport type { EnrichmentConfig } from '@/enrichments/types'\n\nexport const myEnrichment: EnrichmentConfig = {\n  id: 'my-enrichment',\n  name: 'My Enrichment',\n  description: 'One concise sentence describing what it finds.',\n  icon: SomeIcon,\n  inputs: [\n    // Person enrichments take a single canonical `fullName` (Clay-style);\n    // split it with splitName() for tools that need first/last.\n    { id: 'fullName', name: 'Full name', type: 'string', required: true },\n    { id: 'companyDomain', name: 'Company domain', type: 'string' },\n  ],\n  outputs: [{ id: 'value', name: 'value', type: 'string' }],\n  providers: [\n    toolProvider({\n      id: 'provider-a',\n      label: 'Provider A',\n      toolId: 'service_action', // must have `hosting` (Step 2)\n      buildParams: (inputs) => {\n        // Return null when there aren't enough inputs → cascade skips this provider.\n        const name = splitName(inputs.fullName)\n        const domain = normalizeDomain(inputs.companyDomain)\n        if (!name || !domain) return null\n        return { domain, first_name: name.firstName, last_name: name.lastName }\n      },\n      mapOutput: (output) => {\n        // Return { [outputId]: value } on a hit, or null to fall through.\n        const value = str(output.value)\n        return value ? { value } : null\n      },\n    }),\n    // ...additional fallback providers, in priority order.\n  ],\n}\n```\n\n```typescript\n// apps/sim/enrichments/{name}/index.ts\nexport { myEnrichment } from './my-enrichment'\n```\n\nRules:\n- Keep the file **client-safe**: import only `@sim/emcn/icons`, `@sim/utils/*`, `@/enrichments/providers`, and the types. **Never import `@/tools`** here — the runner does the tool call.\n- `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).\n- Output `id`s are the keys `mapOutput` returns; output `name`s are the default column names (the user can rename them in the config).\n\n## Step 4: Register it\n\nIn `apps/sim/enrichments/registry.ts`, import and add the entry (catalog order is registration order):\n\n```typescript\nimport { myEnrichment } from '@/enrichments/my-enrichment'\n\nexport const ENRICHMENT_REGISTRY: EnrichmentRegistry = {\n  // ...existing\n  [myEnrichment.id]: myEnrichment,\n}\n```\n\n## Step 5: Verify\n\n1. `bun run type-check` (from `apps/sim`) and `bunx biome check` on the changed files.\n2. In a table → **+ New column → Enrichments** → pick the new enrichment, map its inputs to columns, name the output column(s), Save. Confirm it appears in the catalog with its icon/description.\n3. With hosted keys (or a workspace BYOK key) configured for each provider's service, run a row and confirm the cell fills; the dev-server log shows `Enrichment hit { provider }`. A row whose providers all miss completes blank; a row where every provider errored shows an error cell.\n\n## Checklist\n\n- [ ] Each output mapped to a real tool field (verified against the tool's `params`/`outputs`)\n- [ ] **Every provider tool has a `hosting` block — ran `/add-hosted-key` for any that didn't**\n- [ ] Providers ordered cheapest / most-likely-first; Apollo/LinkedIn not used\n- [ ] Enrichment file is client-safe (no `@/tools` import); uses `toolProvider` + shared helpers\n- [ ] `buildParams` returns `null` on insufficient inputs; `mapOutput` returns `null` on a miss\n- [ ] Registered in `enrichments/registry.ts`\n- [ ] tsc + biome clean; created and ran the column end-to-end\n","tagline":"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.","category":"coding-agents","tags":["agent-skill"],"author":"simstudioai","verified":false,"attribution":{"status":"registry_indexed","statusLabel":"Registry indexed","shortLabel":"REGISTRY INDEXED","sourceLabel":"github fast track","sourceDetail":"simstudioai/sim","creatorName":"simstudioai","creatorUrl":"https://github.com/simstudioai","sourceUrl":"https://github.com/simstudioai/sim/tree/main/.agents/skills/add-enrichment","indexedBy":"OpenAgentSkill community index","claimUrl":"https://www.openagentskill.com/skills/simstudioai-add-enrichment#claim-this-skill","claimCta":"Claim this skill","trustNote":"This listing was indexed from public sources and is not marked official until a maintainer claim is approved.","publicNote":"Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals."},"stats":{"stars":29529,"forks":3806,"verified_installs":0,"successful_runs":0,"total_outcomes":0,"rating":0,"review_count":0,"quality_score":54.39},"quality":{"score":91,"tier":"excellent","label":"Excellent","summary":"High-confidence pick with strong adoption and healthy maintenance signals.","signals":[{"label":"GitHub stars","value":"30K","tone":"positive"},{"label":"Freshness","value":"3d ago","tone":"positive"},{"label":"Install ready","value":"Yes","tone":"positive"},{"label":"License","value":"Apache-2.0","tone":"neutral"}],"warnings":[]},"trust":{"version":"trust-score-v5","score":74,"base_score":82,"outcome_confidence":0,"tier":"review","label":"Sandbox only","summary":"Useful candidate with missing or mixed trust signals. 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current metadata"},{"status":"pass","label":"Recent maintenance","detail":"3d since push"},{"status":"pass","label":"License clarity","detail":"Apache-2.0"},{"status":"pass","label":"README/SKILL.md completeness","detail":"Metadata includes enough usage and workflow context"},{"status":"info","label":"Dependency/runtime risk","detail":"credential or environment access, network or browser surface"},{"status":"pass","label":"Install availability","detail":"npx skills add simstudioai/sim --skill add-enrichment"},{"status":"pass","label":"Install command safety","detail":"standard package or runtime install path"},{"status":"fail","label":"Permission surface","detail":"secrets or environment access, shell or command execution"},{"status":"pass","label":"Repository evidence","detail":"https://github.com/simstudioai/sim/tree/main/.agents/skills/add-enrichment"},{"status":"pass","label":"Review status","detail":"AI review data available"},{"status":"info","label":"Agent Proven 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Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"outcome_stats":null,"safety":{"score":47,"level":"avoid_auto_install","label":"Avoid automatic install","safety_tier":{"tier":"experimental","label":"Experimental","badge":"EXPERIMENTAL","summary":"Sparse or mixed signals. Useful for discovery, but not for autonomous installation.","recommended_action":"Test manually in an isolated workspace and compare against safer alternatives.","auto_install_policy":"review","reasons":["Metadata combines secrets access with shell or command execution","High-risk permission hints: Shell or command execution, Secrets or environment access","47/100 agent safety score"]},"auto_install_allowed":false,"human_review_required":true,"blocked":false,"audit_risk":"needs_review","permission_hints":[{"id":"shell","label":"Shell or command execution","reason":"Skill metadata references terminal, CLI, shell, subprocess, or command execution workflows.","severity":"high"},{"id":"network","label":"Network access","reason":"Skill likely fetches remote pages, APIs, repositories, or external services.","severity":"medium"},{"id":"filesystem","label":"Filesystem access","reason":"Skill may read or write project files, documents, generated artifacts, or local workspace state.","severity":"medium"},{"id":"secrets","label":"Secrets or environment access","reason":"Skill metadata references credentials, tokens, environment variables, or secret-bearing workflows.","severity":"high"}],"policy_warnings":["High-risk permission hints: Shell or command execution, Secrets or environment access","Permission surface may require sandboxing"],"constraints_applied":{"max_risk":"medium","needs_install_command":true,"min_stars":0}},"safety_gate":{"tier":"experimental","label":"Experimental","badge":"EXPERIMENTAL","auto_install_policy":"review","auto_install_allowed":false,"blocked":false,"human_review_required":true,"recommended_action":"Test manually in an isolated workspace and compare against safer alternatives.","reasons":["Metadata combines secrets access with shell or command execution","High-risk permission hints: Shell or command execution, Secrets or environment access","47/100 agent safety score"]},"eval":{"version":"openagentskill-skill-eval-v1","status":"failed","score":78,"risk_level":"high","decision":{"recommendation":"do_not_auto_install","reason":"Permission surface: secrets or environment access, shell or command execution","auto_install_allowed":false,"policy":"block","human_review_required":true},"blockers":["Permission surface: secrets or environment access, shell or command execution"],"warnings":["Audit score: Needs review","Agent safety gate: Sparse or mixed signals. Useful for discovery, but not for autonomous installation.","High-risk permission hints: Shell or command execution, Secrets or environment access","Permission surface may require sandboxing","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","Permission surface: secrets or environment access, shell or command execution"],"validation_plan":["Inspect repository, README/SKILL.md, license, and recent commits before production use.","Install in an isolated workspace or sandbox with no production secrets available.","Run the smallest representative task and record files touched, commands run, network access, and outputs.","Compare the selected skill against at least one alternative when the eval status is review or failed.","Promote only after the agent reports a successful verification result and unresolved warnings are accepted."],"checks":[{"id":"task_fit","label":"Task fit","status":"pass","score":84,"required_for_auto_install":true,"detail":"Task wording matches this skill metadata.","evidence":["Evaluate add-enrichment before installing it in an agent workflow","coding-agents","Workflow automation workflows; Claude Code teams; teams that value GitHub adoption signals"]},{"id":"install_path","label":"Install path","status":"pass","score":92,"required_for_auto_install":true,"detail":"Install handoff is available.","evidence":["npx skills add simstudioai/sim --skill add-enrichment"]},{"id":"install_safety","label":"Install command safety","status":"pass","score":92,"required_for_auto_install":true,"detail":"standard package or runtime install path","evidence":["npx skills add simstudioai/sim --skill add-enrichment"]},{"id":"trust_score","label":"Trust score","status":"pass","score":82,"required_for_auto_install":true,"detail":"Good trust signals with a few areas worth checking before rollout.","evidence":["Strong shortlist","30K GitHub stars","Apache-2.0"]},{"id":"audit_score","label":"Audit score","status":"warn","score":87,"required_for_auto_install":true,"detail":"Needs review","evidence":["Permission surface may require sandboxing"]},{"id":"agent_safety_gate","label":"Agent safety gate","status":"warn","score":47,"required_for_auto_install":true,"detail":"Sparse or mixed signals. Useful for discovery, but not for autonomous installation.","evidence":["Test manually in an isolated workspace and compare against safer alternatives.","Metadata combines secrets access with shell or command execution"]},{"id":"readme_skillmd_completeness","label":"README/SKILL.md completeness","status":"pass","score":86,"required_for_auto_install":false,"detail":"Metadata includes enough usage and workflow context","evidence":["Strong README/SKILL.md context"]},{"id":"license_clarity","label":"License clarity","status":"pass","score":86,"required_for_auto_install":true,"detail":"Apache-2.0","evidence":["Apache-2.0"]},{"id":"recent_maintenance","label":"Recent maintenance","status":"pass","score":100,"required_for_auto_install":false,"detail":"3d since push","evidence":["3d since push"]},{"id":"permission_surface","label":"Permission surface","status":"fail","score":22,"required_for_auto_install":true,"detail":"secrets or environment access, shell or command execution","evidence":["Shell or command execution: high","Network access: medium","Filesystem access: medium"]},{"id":"alternatives","label":"Alternatives available","status":"info","score":55,"required_for_auto_install":false,"detail":"No close alternatives were found in the current shortlist.","evidence":[]}],"endpoints":{"web":"https://www.openagentskill.com/skills/simstudioai-add-enrichment/evals","api":"/api/agent/evals?slug=simstudioai-add-enrichment","text":"/api/agent/evals?slug=simstudioai-add-enrichment&format=text"}},"agent_readable_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"simstudioai-add-enrichment","name":"add-enrichment","description":"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.","category":"coding-agents","url":"https://www.openagentskill.com/skills/simstudioai-add-enrichment","repository":"https://github.com/simstudioai/sim/tree/main/.agents/skills/add-enrichment","github_repo":"simstudioai/sim"},"suited_tasks":["Workflow automation workflows","Claude Code teams","teams that value GitHub adoption signals","Move data between tools","Transform files","Trigger repeatable actions","Inspect source files","Explain architecture"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"],"install":{"command":"npx skills add simstudioai/sim --skill add-enrichment","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.3.0/openagentskill-0.3.0.tgz add simstudioai-add-enrichment"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"add-enrichment\" agent skill from https://github.com/simstudioai/sim/tree/main/.agents/skills/add-enrichment. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: 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. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"simstudioai-add-enrichment\",\"task\":\"Install add-enrichment\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"add-enrichment\" as a Claude Code skill from https://github.com/simstudioai/sim/tree/main/.agents/skills/add-enrichment. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: 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. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"simstudioai-add-enrichment\",\"task\":\"Install add-enrichment\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"add-enrichment\" from https://github.com/simstudioai/sim/tree/main/.agents/skills/add-enrichment into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: 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. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"simstudioai-add-enrichment\",\"task\":\"Install add-enrichment\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."}],"handoff_url":"https://www.openagentskill.com/api/skills/simstudioai-add-enrichment/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/simstudioai-add-enrichment"},"trust":{"score":82,"label":"Strong shortlist","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"30K GitHub stars","repoActivity":"30K stars, 3.8K forks","lastPushed":"3d since push","license":"Apache-2.0","repository":"https://github.com/simstudioai/sim/tree/main/.agents/skills/add-enrichment","install":"npx skills add simstudioai/sim --skill add-enrichment","installSafety":"standard package or runtime install path","permissionSurface":"secrets or environment access, shell or command execution","documentation":"Strong README/SKILL.md context","agentOutcomes":"No agent outcome data yet"},"outcome_evidence":{"total":0,"successes":0,"failures":0,"not_relevant":0,"success_rate":null,"recent_success_rate":null,"recent_failure_rate":null,"install_attempts":0,"install_success_rate":null,"risk_blocked":0,"setup_required":0,"avg_output_quality":null,"production_outcomes":0,"last_outcome_at":null,"label":"No agent outcome data yet"},"auto_install":{"allowed":false,"sandbox_required":true,"reason":"Human review or sandbox validation is required before automatic installation."},"best_for":["coding-agents","agent-skill"],"known_risks":["Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","Permission surface: secrets or environment access, shell or command execution"]},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"audit":{"score":87,"risk_level":"needs_review","risk_label":"Needs review","warnings":["Permission surface may require sandboxing","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","Permission surface: secrets or environment access, shell or command execution"]},"safety_gate":{"tier":"experimental","label":"Experimental","auto_install_policy":"review","auto_install_allowed":false,"human_review_required":true,"blocked":false,"recommended_action":"Test manually in an isolated workspace and compare against safer alternatives."},"quality":{"score":91,"label":"Excellent"},"supply":{"track":"Coding and developer agents","scenario":"Coding agents","maintenance":"3d since push","risk":"Needs review"},"alternative_skills":[],"do_not_use_when":["teams that need a vendor-supported SLA","high-compliance environments without internal security review","No OpenAgentSkill engagement data yet","High-risk permission hints: Shell or command execution, Secrets or environment access","Permission surface may require sandboxing","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","Permission surface: secrets or environment access, shell or command execution"],"agent_contract":{"task_input":"Use add-enrichment in an agent workflow","recommended_action":"Test manually in an isolated workspace and compare against safer alternatives.","install_policy":"review","minimum_review_before_use":["Trust: 82/100 Strong shortlist","Audit: 87/100 Needs review","Safety: 47/100 Avoid automatic install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"simstudioai-add-enrichment (add-enrichment)","install_command":"npx skills add simstudioai/sim --skill add-enrichment","risk_summary":"Needs review; Experimental; Review before production","verification_result":"Report the smallest successful task, files touched, warnings, and any missing setup."}},"outcome_feedback":{"endpoint":"https://www.openagentskill.com/api/agent/outcome","method":"POST","requires_resolve_event_id":true,"event_id_source":"Use install_receipt.outcome_feedback.event_id or feedback.event_id returned by /api/agent/resolve for the current task.","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"payload_template":{"event_id":"<install_receipt.outcome_feedback.event_id or feedback.event_id from /api/agent/resolve>","skill_slug":"simstudioai-add-enrichment","task":"Use add-enrichment in an agent workflow","agent":"codex","outcome":"success","install_used":true,"risk_blocked":false,"setup_required":false,"task_success":true,"output_quality":4,"error_type":null,"human_review_required":false,"workspace":"sandbox","time_to_useful_ms":120000,"notes":"Report the smallest successful task, setup friction, files touched, and risk notes."}},"endpoints":{"web":"https://www.openagentskill.com/skills/simstudioai-add-enrichment","api":"https://www.openagentskill.com/api/agent/skills/simstudioai-add-enrichment","audit":"https://www.openagentskill.com/skills/simstudioai-add-enrichment/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=simstudioai-add-enrichment&task=Use%20add-enrichment%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20add-enrichment%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20add-enrichment%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/simstudioai-add-enrichment/install","manifest":"https://www.openagentskill.com/api/registry/manifest/simstudioai-add-enrichment"}},"machine_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"simstudioai-add-enrichment","name":"add-enrichment","description":"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.","category":"coding-agents","url":"https://www.openagentskill.com/skills/simstudioai-add-enrichment","repository":"https://github.com/simstudioai/sim/tree/main/.agents/skills/add-enrichment","github_repo":"simstudioai/sim"},"suited_tasks":["Workflow automation workflows","Claude Code teams","teams that value GitHub adoption signals","Move data between tools","Transform files","Trigger repeatable actions","Inspect source files","Explain architecture"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"],"install":{"command":"npx skills add simstudioai/sim --skill add-enrichment","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.3.0/openagentskill-0.3.0.tgz add simstudioai-add-enrichment"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"add-enrichment\" agent skill from https://github.com/simstudioai/sim/tree/main/.agents/skills/add-enrichment. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: 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. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"simstudioai-add-enrichment\",\"task\":\"Install add-enrichment\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"add-enrichment\" as a Claude Code skill from https://github.com/simstudioai/sim/tree/main/.agents/skills/add-enrichment. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: 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. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"simstudioai-add-enrichment\",\"task\":\"Install add-enrichment\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"add-enrichment\" from https://github.com/simstudioai/sim/tree/main/.agents/skills/add-enrichment into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: 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. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"simstudioai-add-enrichment\",\"task\":\"Install add-enrichment\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."}],"handoff_url":"https://www.openagentskill.com/api/skills/simstudioai-add-enrichment/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/simstudioai-add-enrichment"},"trust":{"score":82,"label":"Strong shortlist","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"30K GitHub stars","repoActivity":"30K stars, 3.8K forks","lastPushed":"3d since push","license":"Apache-2.0","repository":"https://github.com/simstudioai/sim/tree/main/.agents/skills/add-enrichment","install":"npx skills add simstudioai/sim --skill add-enrichment","installSafety":"standard package or runtime install path","permissionSurface":"secrets or environment access, shell or command execution","documentation":"Strong README/SKILL.md context","agentOutcomes":"No agent outcome data yet"},"outcome_evidence":{"total":0,"successes":0,"failures":0,"not_relevant":0,"success_rate":null,"recent_success_rate":null,"recent_failure_rate":null,"install_attempts":0,"install_success_rate":null,"risk_blocked":0,"setup_required":0,"avg_output_quality":null,"production_outcomes":0,"last_outcome_at":null,"label":"No agent outcome data yet"},"auto_install":{"allowed":false,"sandbox_required":true,"reason":"Human review or sandbox validation is required before automatic installation."},"best_for":["coding-agents","agent-skill"],"known_risks":["Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","Permission surface: secrets or environment access, shell or command execution"]},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"audit":{"score":87,"risk_level":"needs_review","risk_label":"Needs review","warnings":["Permission surface may require sandboxing","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","Permission surface: secrets or environment access, shell or command execution"]},"safety_gate":{"tier":"experimental","label":"Experimental","auto_install_policy":"review","auto_install_allowed":false,"human_review_required":true,"blocked":false,"recommended_action":"Test manually in an isolated workspace and compare against safer alternatives."},"quality":{"score":91,"label":"Excellent"},"supply":{"track":"Coding and developer agents","scenario":"Coding agents","maintenance":"3d since push","risk":"Needs review"},"alternative_skills":[],"do_not_use_when":["teams that need a vendor-supported SLA","high-compliance environments without internal security review","No OpenAgentSkill engagement data yet","High-risk permission hints: Shell or command execution, Secrets or environment access","Permission surface may require sandboxing","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","Permission surface: secrets or environment access, shell or command execution"],"agent_contract":{"task_input":"Use add-enrichment in an agent workflow","recommended_action":"Test manually in an isolated workspace and compare against safer alternatives.","install_policy":"review","minimum_review_before_use":["Trust: 82/100 Strong shortlist","Audit: 87/100 Needs review","Safety: 47/100 Avoid automatic install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"simstudioai-add-enrichment (add-enrichment)","install_command":"npx skills add simstudioai/sim --skill add-enrichment","risk_summary":"Needs review; Experimental; Review before production","verification_result":"Report the smallest successful task, files touched, warnings, and any missing setup."}},"outcome_feedback":{"endpoint":"https://www.openagentskill.com/api/agent/outcome","method":"POST","requires_resolve_event_id":true,"event_id_source":"Use install_receipt.outcome_feedback.event_id or feedback.event_id returned by /api/agent/resolve for the current task.","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"payload_template":{"event_id":"<install_receipt.outcome_feedback.event_id or feedback.event_id from /api/agent/resolve>","skill_slug":"simstudioai-add-enrichment","task":"Use add-enrichment in an agent workflow","agent":"codex","outcome":"success","install_used":true,"risk_blocked":false,"setup_required":false,"task_success":true,"output_quality":4,"error_type":null,"human_review_required":false,"workspace":"sandbox","time_to_useful_ms":120000,"notes":"Report the smallest successful task, setup friction, files touched, and risk notes."}},"endpoints":{"web":"https://www.openagentskill.com/skills/simstudioai-add-enrichment","api":"https://www.openagentskill.com/api/agent/skills/simstudioai-add-enrichment","audit":"https://www.openagentskill.com/skills/simstudioai-add-enrichment/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=simstudioai-add-enrichment&task=Use%20add-enrichment%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20add-enrichment%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20add-enrichment%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/simstudioai-add-enrichment/install","manifest":"https://www.openagentskill.com/api/registry/manifest/simstudioai-add-enrichment"}},"supply_profile":{"track":{"slug":"coding","label":"Coding and developer agents","shortLabel":"Coding","description":"Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills."},"scenario":{"label":"Coding agents","description":"I need a coding agent that can understand a repository, edit code, and review pull requests.","useCases":[{"slug":"workflow-automation","title":"Workflow automation"},{"slug":"coding-agents","title":"Coding agents"},{"slug":"browser-automation","title":"Browser automation"}]},"applicableAgents":["Claude Code","CLI","Codex","Cursor"],"install":{"ready":true,"command":"npx skills add simstudioai/sim --skill add-enrichment","primaryTarget":"CLI","targetCount":4},"githubQuality":{"stars":29529,"starsLabel":"30K","forks":3806,"license":"Apache-2.0","qualityScore":91,"trustScore":82,"auditScore":87},"maintenance":{"status":"fresh","label":"3d since push","daysSincePush":3,"lastPushedAt":"2026-09-03T07:57:47+00:00"},"risk":{"level":"needs_review","label":"Needs review","requiresReview":true,"notes":["Permission surface may require sandboxing","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","Permission surface: secrets or environment access, shell or command execution","Needs review"]},"coverageTags":["Coding","Coding agents","coding-agents","agent-skill"]},"audit":{"audit_score":87,"risk_level":"needs_review","risk_label":"Needs review","quality_score":91,"trust_score":82,"maintenance_score":100,"security_score":79,"install_score":92,"warnings":["Permission surface may require sandboxing","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","Permission surface: secrets or environment access, shell or command execution"]},"quality_signals":{"model":"v2","star_score":31.29,"usage_score":0,"review_score":5.1,"metadata_score":3,"freshness_score":15},"platforms":["Claude Code"],"use_cases":[{"slug":"workflow-automation","title":"Workflow automation","url":"https://www.openagentskill.com/use-cases/workflow-automation"},{"slug":"coding-agents","title":"Coding agents","url":"https://www.openagentskill.com/use-cases/coding-agents"},{"slug":"browser-automation","title":"Browser automation","url":"https://www.openagentskill.com/use-cases/browser-automation"},{"slug":"customer-support","title":"Customer support","url":"https://www.openagentskill.com/use-cases/customer-support"}],"stacks":[{"slug":"content-growth-agent","title":"Content growth agent","url":"https://www.openagentskill.com/collections/content-growth-agent"},{"slug":"browser-qa-agent","title":"Browser QA agent","url":"https://www.openagentskill.com/collections/browser-qa-agent"},{"slug":"coding-review-agent","title":"Coding review agent","url":"https://www.openagentskill.com/collections/coding-review-agent"}],"install":"npx skills add simstudioai/sim --skill add-enrichment","install_targets":[{"id":"openagentskill-cli","label":"CLI","title":"OpenAgentSkill CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.3.0/openagentskill-0.3.0.tgz add simstudioai-add-enrichment","description":"Resolve policy, run the source installer safely, and report a verified install receipt.","copyLabel":"Copy command"},{"id":"codex","label":"Codex","title":"Codex install prompt","kind":"agent-prompt","value":"Install the \"add-enrichment\" agent skill from https://github.com/simstudioai/sim/tree/main/.agents/skills/add-enrichment. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: 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. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"simstudioai-add-enrichment\",\"task\":\"Install add-enrichment\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Give Codex a repo-aware install prompt when the skill is not available through a local CLI.","copyLabel":"Copy prompt"},{"id":"claude-code","label":"Claude Code","title":"Claude Code skill prompt","kind":"agent-prompt","value":"Add \"add-enrichment\" as a Claude Code skill from https://github.com/simstudioai/sim/tree/main/.agents/skills/add-enrichment. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: 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. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"simstudioai-add-enrichment\",\"task\":\"Install add-enrichment\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Use this prompt to ask Claude Code to add the skill and explain the local activation steps.","copyLabel":"Copy prompt"},{"id":"cursor","label":"Cursor","title":"Cursor rule prompt","kind":"agent-prompt","value":"Turn \"add-enrichment\" from https://github.com/simstudioai/sim/tree/main/.agents/skills/add-enrichment into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: 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. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"simstudioai-add-enrichment\",\"task\":\"Install add-enrichment\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Use this when installing as Cursor project rules or reusable agent instructions.","copyLabel":"Copy prompt"}],"repository":"https://github.com/simstudioai/sim/tree/main/.agents/skills/add-enrichment","github_repo":"simstudioai/sim","version":"1.0.0","license":"Apache-2.0","urls":{"web":"https://www.openagentskill.com/skills/simstudioai-add-enrichment","repository":"https://github.com/simstudioai/sim/tree/main/.agents/skills/add-enrichment","api":"/api/agent/skills/simstudioai-add-enrichment","install_api":"/api/skills/simstudioai-add-enrichment/install"},"meta":{"created_at":"2026-09-03T08:25:52.519886+00:00","updated_at":"2026-09-03T08:25:52.660204+00:00","agent_friendly":true}}