{"slug":"calle-ai-customer-onboarding-call","name":"customer-onboarding-call","description":"Place a one-off welcome and onboarding call to a customer who just signed up, capture a structured result such as business type, goal, pain points, sentiment, and activation status, then write that result back to a CRM and queue a human follow-up task when the customer asks for one.","long_description":"---\nname: customer-onboarding-call\ndescription: Place a one-off welcome and onboarding call to a customer who just signed up, capture a structured result such as business type, goal, pain points, sentiment, and activation status, then write that result back to a CRM and queue a human follow-up task when the customer asks for one.\nlicense: MIT\n---\n\n# Customer Onboarding Call\n\nUse this skill when a new signup should receive a short welcome call and the business wants the\nconversation to end as structured data rather than as an unread recording.\n\n`customer-onboarding-call` turns one signup event into at most one **conversation**, one structured\nresult, and at most one follow-up task. Obtaining that conversation may take up to three attempts on\nan unreliable corridor, with only one attempt in flight at a time; see *Attempts, Retries, and\nCancellation*. It does not create recurring schedules, call campaigns, or contact lists. Recurrence,\nif the business wants it, belongs to the host scheduler; see [`call-reminder`](../call-reminder/).\n\nThe workflow is deliberately narrow: welcome, consent, discovery, next-step offer, wrap-up. A call\nthat tries to sell, negotiate, collect payment, or resolve a support ticket is out of scope.\n\n## When To Use\n\nUse this skill for:\n\n- welcoming a customer who just signed up and confirming they can get started\n- collecting first-party onboarding context: business type, goal, prior tooling, blockers\n- detecting whether a customer wants a human to follow up\n- turning a spoken answer into a CRM field and an assigned task\n- measuring activation coverage when a team cannot call every signup manually\n\n## When Not To Use\n\nDo not use this skill to:\n\n- call people who did not sign up or otherwise ask to be contacted\n- run sales, collections, renewal, or win-back calls\n- deliver medical, legal, financial, or emergency instructions\n- read pricing, delivery windows, contractual terms, or policy from memory\n- retry indefinitely after a customer declines or asks not to be called\n- re-call a customer who has already completed an onboarding call, unless the user explicitly asks\n\n## Required Fields\n\nFor each call, require:\n\n- `customerName`\n- `phoneNumber` in E.164\n- `companyName` for the agent to introduce itself as\n- `companyDescription`, one sentence the agent may state as fact\n\nOptional:\n\n- `businessName`\n- `locale` and `region` hints for the conversation\n\nAsk for any missing required field. Do not infer a phone number, country code, or region from a\nlocale, an IP address, an email domain, or unrelated prior context.\n\n## Core Workflow\n\n1. Confirm the signup is real and recent, and that this customer has not already been called.\n2. Build the call task from the required fields. Keep the script to roughly two minutes.\n3. Attach a structured result schema so the provider returns fields, not just a transcript. See\n   [`references/structured-result.md`](references/structured-result.md).\n4. Persist an attempt record under a uniqueness constraint on `(signup_id, attempt_no)` **before**\n   dialing, and derive the provider idempotency key from it. Refuse to start a new attempt while\n   another is in flight for the same signup.\n5. Place the call for that attempt.\n6. Receive the terminal result on a webhook. Treat delivery as at-least-once and key ingestion on\n   the provider event id.\n7. Classify the outcome before writing anything: Stage A decides whether a human took part, and only\n   then does Stage B read consent. See *Outcome Classification* below.\n8. Write only what the outcome permits, then queue a follow-up task only when the outcome is\n   `onboarded` and the customer asked for one.\n9. Schedule or cancel a retry according to *Attempts, Retries, and Cancellation*.\n\nUse this shape:\n\n```text\nsignup -> attempt record -> call task + result schema -> attempt -> terminal webhook\n       -> classify -> permitted CRM write -> follow-up or retry or suppress\n```\n\n## Conversation Shape\n\nKeep the call in this order. Allow interruption at any point.\n\n1. **Greet and identify.** Name the customer, name the company, state that the call may be\n   recorded if that is true in your jurisdiction.\n2. **Ask consent.** Ask whether now is a good time for a short call. If the answer is no, offer to\n   call back later and end. Do not continue discovery after a soft refusal.\n3. **Discovery.** Ask what kind of business they run, why they signed up, what problem they want\n   solved, and whether they have used something similar before. One question at a time.\n4. **Offer the next step.** Invite the concrete first action, and offer a human if they prefer.\n5. **Wrap up.** Summarize what will happen next, thank them, end.\n\nThe agent may answer only from `companyDescription` and any knowledge base you explicitly supply.\nFor anything else — price, delivery time, policy, availability — it must say it will have a human\nfollow up. Inventing these is the most common failure mode of onboarding-call agents.\n\n## State Machine\n\nThe full contract in one view. Every arrow that ends in a call is guarded; every terminal state\nsays what it permits.\n\n```text\n                         signup\n                            |\n                            v\n              [ allocate attempt  no >  cap? ]---- yes -->( manual handling )\n                            |                                   ^\n                            no                                  |\n                            v                                   |\n                  [ attempt live (leased) ]                     |\n                            |                                   |\n        +-------------------+--------------------+              |\n        |                   |                    |              |\n   terminal result    lease expires       create failed         |\n        |                   |                    |              |\n        |                   v                    |              |\n        |            [ reconcile with provider ] |              |\n        |             |         |        |       |              |\n        |      terminal    still live  unknown   |              |\n        |             |         |        |       |              |\n        +<------------+         v        |       |              |\n        |                  ( ambiguous )-+-------+              |\n        |                       |  (late result re-enters)      |\n        v                       |                               |\n  == STAGE A: was a human reached? ==                           |\n  reachability from CALL EVIDENCE, not from \"is there a result\" |\n        |                                                       |\n        +-- refusal evidence present? --> ( declined )          |\n        |                                                       |\n   no-human — CLOSED evidence set only: voicemail / carrier msg /\n   ring-out / no-answer / silence / provider machine signal      |\n        +--> ( not-reached ) ------------------ retry allowed ---+\n        |                                                        |\n        +--> ( failed ) provider positively says NO CALL PLACED --+\n        |\n        +--> ( needs-review )  indeterminate: provider unreachable,\n        |     unknown attempt, expired lease, extractor-only NotReached,\n        |     billing charge with no obtainable outcome.  NO RETRY.\n        |\n   human\n        v\n  == STAGE B: consent governs ==\n        |\n        +--> ( declined )     terminal. suppress per scope. no follow-up, no retry, ever.\n        +--> ( needs-review ) no result at all, unusable consent fields, or indeterminate\n        |                     reachability. terminal until a human decides. NO auto retry.\n        +--> ( partial )      write captured fields only. retry ONLY with callback consent\n        |                     or human authorisation, and only under the cap.\n        +--> ( onboarded )    write insight. follow-up only if requested.\n```\n\nInvariants the diagram encodes:\n\n- **A redial requires positive no-human evidence from a closed set.** A missing result, an\n  extractor-claimed `NotReached`, an unreachable provider, an expired lease, and a billing charge\n  are all *unknown* — they route to `needs-review`, never to a retry.\n- **Releasing a stuck attempt and authorising a redial are separate decisions.** Unblocking the\n  slot is bookkeeping; dialling again needs evidence.\n- **Refusal evidence dominates.** It routes to `declined` from anywhere, with or without a result.\n- **Only Stage B can suppress a number**, and only via `declined`.\n- **Only Stage A outcomes retry automatically.** Every Stage B redial needs consent or a human, and\n  anything uncertain lands in `needs-review`, which never retries.\n- **No state is permanent-by-accident.** A live attempt is leased, and `ambiguous` is provisional —\n  a late result re-enters classification from the top.\n- **The cap bounds every path**, including callback-consented redials.\n\n## Outcome Classification\n\nA call that reaches a terminal state has not necessarily reached a consenting human. Providers\ncommonly return a completed call with an empty structured result when the agent talked to a carrier\nmessage, voicemail, or silence. A call can also produce a perfectly well-formed structured result\nwhile the customer was refusing to take part.\n\n**The presence of a structured result is not evidence of consent.** Classification is therefore\ndriven by an evidence-backed `disposition` field, not by whether a result exists. See\n[`references/structured-result.md`](references/structured-result.md).\n\nClassify in **two stages, in this order**. Stage A decides whether a human took part at all.\nOnly if one did does Stage B read consent.\n\nThe staging is the contract, not a presentation choice. Consent fields are meaningless when nobody\nanswered — a voicemail grants no consent, so `consent_granted` is `false` there. Reading consent\nbefore establishing that a human was reached turns every no-answer into a refusal.\n\n### Stage A — was a human reached?\n\n**Reachability is decided on call evidence, never on whether a structured result exists.** A real\nconversation can return no result at all: extraction failed, the result failed validation, or the\ncustomer refused and rang off before the model emitted anything. Inferring \"nobody answered\" from a\nmissing result would auto-retry those calls and redial a person who may have just refused.\n\n#### The no-human evidence set\n\nExactly one thing authorises an automatic redial: **observed evidence from the call itself that no\nperson took part.** This is a closed list.\n\n| Counts as no-human evidence | |\n| --- | --- |\n| voicemail or answering-machine greeting | carrier or network announcement |\n| ring-out with no answer | the provider's own answered-by-machine / no-answer signal |\n| silence throughout after the agent spoke | |\n\n**Nothing else qualifies.** In particular these are *not* no-human evidence, however tempting:\n\n- a missing or empty structured result\n- the extractor's own `disposition: NotReached` — that is a model claim about the call, not an\n  observation of it, and the same extractor mislabels refusals\n- a provider that is unreachable, times out, or has no record of the attempt\n- an expired lease\n- a billing charge or usage record — that shows a call *was placed*, which if anything makes a\n  conversation more likely, not less\n\nEvery one of those means **we do not know**. Unknown is `needs-review`, never a retry. The\nasymmetry is deliberate: a needless manual check costs a minute, and a wrong redial reaches someone\nwho may have already refused.\n\n#### Establishing reachability\n\n| Reachability | Evidence |\n| --- | --- |\n| `human` | the provider reports a human answered, **or** the transcript contains customer speech that is not carrier or IVR audio |\n| `no-human` | at least one item from the no-human evidence set above, and no contradicting customer speech |\n| `indeterminate` | anything else, including every \"not evidence\" item listed above |\n\n#### Then ","tagline":"Place a one-off welcome and onboarding call to a customer who just signed up, capture a structured result such as business type, goal, pain points, sentiment, and activation status, then write that result back to a CRM and queue a human follow-up task when the customer asks for o","category":"business","tags":["agent-skill"],"author":"CALLE-AI","verified":false,"attribution":{"status":"registry_indexed","statusLabel":"Registry indexed","shortLabel":"REGISTRY INDEXED","sourceLabel":"recursive skill source sync","sourceDetail":"CALLE-AI/awesome-phone-call-agents","creatorName":"CALLE-AI","creatorUrl":"https://github.com/CALLE-AI","sourceUrl":"https://github.com/CALLE-AI/awesome-phone-call-agents/tree/main/skills/customer-onboarding-call","indexedBy":"OpenAgentSkill community index","claimUrl":"https://www.openagentskill.com/skills/calle-ai-customer-onboarding-call#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":63,"forks":127,"verified_installs":0,"successful_runs":0,"total_outcomes":0,"rating":0,"review_count":0,"quality_score":35.89},"quality":{"score":65,"tier":"promising","label":"Promising","summary":"Useful candidate, but compare it with alternatives before adopting.","signals":[{"label":"GitHub stars","value":"63","tone":"neutral"},{"label":"Freshness","value":"1d ago","tone":"positive"},{"label":"Install ready","value":"Yes","tone":"positive"},{"label":"License","value":"MIT","tone":"neutral"}],"warnings":["The skill does not explicitly address how to handle failures when writing to the CRM or when the provider does not return structured results as expected."]},"trust":{"version":"trust-score-v5","score":60,"base_score":68,"outcome_confidence":0,"tier":"review","label":"Sandbox only","summary":"Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.","recommendedAction":"Run only in a sandbox and compare close alternatives before using it for real work.","decision":{"install_policy":"human_review_before_install","auto_install_allowed":false,"human_review_required":true,"sandbox_first":true,"agent_action":"Compare alternatives before installing.","reasoning":["60/100 Trust Score v5","68/100 Trust Score v4 baseline","Needs more real agent outcomes before unattended install","Install path is available","Review before production"],"review_required_when":["The workspace contains production secrets, payments, private customer data, or irreversible actions.","The install command requests shell, network, credential, database, or broad filesystem access.","Outcome evidence is missing, recently failed, or required human review.","Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"]},"dimensions":[{"id":"github_adoption","label":"GitHub adoption","score":48,"weight":0.13,"status":"warn","detail":"63 GitHub stars"},{"id":"repo_activity","label":"Stars/forks activity","score":53,"weight":0.08,"status":"warn","detail":"63 stars, 127 forks; 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issue activity unavailable in current metadata"},{"status":"pass","label":"Recent maintenance","detail":"1d since push"},{"status":"pass","label":"License clarity","detail":"MIT"},{"status":"pass","label":"README/SKILL.md completeness","detail":"Metadata includes enough usage and workflow context"},{"status":"info","label":"Dependency/runtime risk","detail":"command execution surface, network or browser surface"},{"status":"pass","label":"Install availability","detail":"npx skills add CALLE-AI/awesome-phone-call-agents --skill customer-onboarding-call"},{"status":"pass","label":"Install command safety","detail":"standard package or runtime install path"},{"status":"warn","label":"Permission surface","detail":"shell or command execution, network or browser access"},{"status":"pass","label":"Repository evidence","detail":"https://github.com/CALLE-AI/awesome-phone-call-agents/tree/main/skills/customer-onboarding-call"},{"status":"info","label":"Review status","detail":"AI review data available"},{"status":"info","label":"Agent Proven outcomes","detail":"No agent outcome data yet"},{"status":"warn","label":"Ownership","detail":"No approved owner claim yet"},{"status":"pass","label":"OpenAgentSkill usage","detail":"5 views, 0 install copies"},{"status":"info","label":"Agent outcomes","detail":"No agent outcome data yet"}],"strengths":["AI review approved","Install path is available","Repository evidence is available","Recently maintained repository","Install command has no obvious high-risk pattern","Outcome loop is ready but needs first real agent run"],"warnings":["The skill does not explicitly address how to handle failures when writing to the CRM or when the provider does not return structured results as expected.","Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review","Permission surface needs review: shell or command execution, network or browser access","GitHub adoption: 63 GitHub stars","Stars/forks activity: 63 stars, 127 forks; issue activity unavailable in current metadata","Permission surface: shell or command execution, network or browser access","No real agent outcome reports yet","Human review required before unattended installation"],"evidence":{"stars":"63 GitHub stars","repoActivity":"63 stars, 127 forks","lastPushed":"1d since push","license":"MIT","repository":"https://github.com/CALLE-AI/awesome-phone-call-agents/tree/main/skills/customer-onboarding-call","install":"npx skills add CALLE-AI/awesome-phone-call-agents --skill customer-onboarding-call","installSafety":"standard package or runtime install path","permissionSurface":"shell or command execution, network or browser access","documentation":"Strong README/SKILL.md context","agentOutcomes":"No agent outcome data yet","agentProvenScore":0,"outcomeConfidence":"0%","installPolicy":"human_review_before_install"},"installReadiness":{"ready":true,"command":"npx skills add CALLE-AI/awesome-phone-call-agents --skill customer-onboarding-call","policy":"human_review_before_install","label":"Human review before install","notes":["Install path is available","Repository evidence is available","License is declared","No Agent Proven outcome evidence yet","1d since push","Financial domain: human review is required before use in a live investment workflow.","Trust Score v5 requires review or sandbox-only use before install."]},"agentCompatibility":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"riskSummary":{"level":"medium","label":"Review before production","notes":["The skill does not explicitly address how to handle failures when writing to the CRM or when the provider does not return structured results as expected.","Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review","Permission surface needs review: shell or command execution, network or browser access","GitHub adoption: 63 GitHub stars"]},"outcomeEvidence":{"total":0,"successes":0,"failures":0,"notRelevant":0,"successRate":null,"installAttempts":0,"riskBlocked":0,"setupRequired":0,"installSuccessRate":null,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"recentSuccessRate":null,"recentFailureRate":null,"uniqueAgents":0,"agentProvenScore":0,"agentProvenLabel":"Needs first agent run","lastOutcomeAt":null,"label":"No agent outcome data yet"},"autoInstall":{"allowed":false,"sandboxRequired":true,"policy":"human_review_before_install","reason":"Compare alternatives before installing."},"outcome_loop":{"version":"openagentskill-agent-outcome-v3","required_after_install":true,"endpoint":"/api/agent/outcome","method":"POST","event_id_source":"feedback.event_id, install_receipt.resolve_event_id, or decision_packet.outcome_feedback.event_id","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"required_fields":["event_id","skill_slug","task"],"quality_fields":["task_success","output_quality","error_type","human_review_required","used_in_production","workspace","evidence_url","time_to_useful_ms"],"ranking_inputs_updated":["Trust Score v5 outcome confidence","Agent Proven Score","Resolve ranking task-fit evidence","Skill detail machine-readable metadata","Outcome leaderboard"]},"agent_contract":{"suited_tasks":["business","agent-skill"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"install_command":"npx skills add CALLE-AI/awesome-phone-call-agents --skill customer-onboarding-call","trust_score":60,"trust_version":"trust-score-v5","risk_level":"medium","do_not_use_when":["Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace","Autonomous investment, trading, tax, or suitability decisions without a qualified human review"],"before_install":["Read the audit page and machine-readable metadata.","Confirm the install command, license, and permission surface fit the workspace.","Get explicit human approval or choose an alternative before installing."],"after_run":["Report the outcome to /api/agent/outcome using the resolve event id.","Include output_quality, workspace, human_review_required, and evidence_url when available.","Re-resolve before broad production rollout."]},"bestFor":["business","agent-skill"],"doNotUseFor":["Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace","Autonomous investment, trading, tax, or suitability decisions without a qualified human review"],"knownRisks":["The skill does not explicitly address how to handle failures when writing to the CRM or when the provider does not return structured results as expected.","Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review","Permission surface needs review: shell or command execution, network or browser access","GitHub adoption: 63 GitHub stars","Stars/forks activity: 63 stars, 127 forks; issue activity unavailable in current metadata","Permission surface: shell or command execution, network or browser access"],"backward_compatible":{"trust_score_v4":{"version":"trust-score-v4","score":68,"tier":"review","label":"Manual review","summary":"Potentially useful, but at least one trust signal needs human inspection."}}},"trust_score_v4":{"version":"trust-score-v4","score":68,"tier":"review","label":"Manual review","summary":"Potentially useful, but at least one trust signal needs human inspection.","recommendedAction":"Inspect the repository, license, and recent activity before connecting it to agent workflows.","dimensions":[{"id":"github_adoption","label":"GitHub adoption","score":48,"weight":0.13,"status":"warn","detail":"63 GitHub stars"},{"id":"repo_activity","label":"Stars/forks activity","score":53,"weight":0.08,"status":"warn","detail":"63 stars, 127 forks; issue activity unavailable in current metadata"},{"id":"maintenance","label":"Recent maintenance","score":100,"weight":0.14,"status":"pass","detail":"1d since push"},{"id":"license","label":"License clarity","score":86,"weight":0.09,"status":"pass","detail":"MIT"},{"id":"documentation","label":"README/SKILL.md completeness","score":86,"weight":0.14,"status":"pass","detail":"Metadata includes enough usage and workflow context"},{"id":"dependency_risk","label":"Dependency/runtime risk","score":64,"weight":0.12,"status":"info","detail":"command execution surface, network or browser surface"},{"id":"installability","label":"Install availability","score":92,"weight":0.1,"status":"pass","detail":"npx skills add CALLE-AI/awesome-phone-call-agents --skill customer-onboarding-call"},{"id":"install_safety","label":"Install command safety","score":92,"weight":0.1,"status":"pass","detail":"standard package or runtime install path"},{"id":"permission_surface","label":"Permission surface","score":50,"weight":0.07,"status":"warn","detail":"shell or command execution, network or browser access"},{"id":"repository","label":"Repository evidence","score":86,"weight":0.04,"status":"pass","detail":"https://github.com/CALLE-AI/awesome-phone-call-agents/tree/main/skills/customer-onboarding-call"},{"id":"review_status","label":"Review status","score":66,"weight":0.05,"status":"info","detail":"AI review data available"},{"id":"agent_outcomes","label":"Agent Proven outcomes","score":54,"weight":0.13,"status":"info","detail":"No agent outcome data yet"}],"checks":[{"status":"warn","label":"GitHub adoption","detail":"63 GitHub stars"},{"status":"warn","label":"Stars/forks activity","detail":"63 stars, 127 forks; issue activity unavailable in current metadata"},{"status":"pass","label":"Recent maintenance","detail":"1d since push"},{"status":"pass","label":"License clarity","detail":"MIT"},{"status":"pass","label":"README/SKILL.md completeness","detail":"Metadata includes enough usage and workflow context"},{"status":"info","label":"Dependency/runtime risk","detail":"command execution surface, network or browser surface"},{"status":"pass","label":"Install availability","detail":"npx skills add CALLE-AI/awesome-phone-call-agents --skill customer-onboarding-call"},{"status":"pass","label":"Install command safety","detail":"standard package or runtime install path"},{"status":"warn","label":"Permission surface","detail":"shell or command execution, network or browser access"},{"status":"pass","label":"Repository evidence","detail":"https://github.com/CALLE-AI/awesome-phone-call-agents/tree/main/skills/customer-onboarding-call"},{"status":"info","label":"Review status","detail":"AI review data available"},{"status":"info","label":"Agent Proven outcomes","detail":"No agent outcome data yet"},{"status":"warn","label":"Ownership","detail":"No approved owner claim yet"},{"status":"pass","label":"OpenAgentSkill usage","detail":"5 views, 0 install copies"},{"status":"info","label":"Agent outcomes","detail":"No agent outcome data yet"}],"strengths":["AI review approved","Install path is available","Repository evidence is available","Recently maintained repository","Install command has no obvious high-risk pattern"],"warnings":["The skill does not explicitly address how to handle failures when writing to the CRM or when the provider does not return structured results as expected.","Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review","Permission surface needs review: shell or command execution, network or browser access","GitHub adoption: 63 GitHub stars","Stars/forks activity: 63 stars, 127 forks; issue activity unavailable in current metadata","Permission surface: shell or command execution, network or browser access"],"evidence":{"stars":"63 GitHub stars","repoActivity":"63 stars, 127 forks","lastPushed":"1d since push","license":"MIT","repository":"https://github.com/CALLE-AI/awesome-phone-call-agents/tree/main/skills/customer-onboarding-call","install":"npx skills add CALLE-AI/awesome-phone-call-agents --skill customer-onboarding-call","installSafety":"standard package or runtime install path","permissionSurface":"shell or command execution, network or browser access","documentation":"Strong README/SKILL.md context","agentOutcomes":"No agent outcome data yet"},"installReadiness":{"ready":true,"command":"npx skills add CALLE-AI/awesome-phone-call-agents --skill customer-onboarding-call","policy":"human_review_before_install","label":"Human review before install","notes":["Install path is available","Repository evidence is available","License is declared","No Agent Proven outcome evidence yet","1d since push","Financial domain: human review is required before use in a live investment workflow."]},"agentCompatibility":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"riskSummary":{"level":"medium","label":"Review before production","notes":["The skill does not explicitly address how to handle failures when writing to the CRM or when the provider does not return structured results as expected.","Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review","Permission surface needs review: shell or command execution, network or browser access","GitHub adoption: 63 GitHub stars"]},"outcomeEvidence":{"total":0,"successes":0,"failures":0,"notRelevant":0,"successRate":null,"installAttempts":0,"riskBlocked":0,"setupRequired":0,"installSuccessRate":null,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"recentSuccessRate":null,"recentFailureRate":null,"uniqueAgents":0,"agentProvenScore":0,"agentProvenLabel":"Needs first agent run","lastOutcomeAt":null,"label":"No agent outcome data yet"},"autoInstall":{"allowed":false,"sandboxRequired":true,"policy":"human_review_before_install","reason":"Human review or sandbox validation is required before automatic installation."},"bestFor":["business","agent-skill"],"doNotUseFor":["Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace","Autonomous investment, trading, tax, or suitability decisions without a qualified human review"],"knownRisks":["The skill does not explicitly address how to handle failures when writing to the CRM or when the provider does not return structured results as expected.","Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review","Permission surface needs review: shell or command execution, network or browser access","GitHub adoption: 63 GitHub stars","Stars/forks activity: 63 stars, 127 forks; issue activity unavailable in current metadata","Permission surface: shell or command execution, network or browser access"]},"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"]},"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":["High-risk permission hints: Shell or command execution","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":"database","label":"Database access","reason":"Skill may inspect schemas, query databases, or work with persistent stores.","severity":"medium"}],"policy_warnings":["High-risk permission hints: Shell or command execution","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":["High-risk permission hints: Shell or command execution","47/100 agent safety score"]},"eval":{"version":"openagentskill-skill-eval-v1","status":"failed","score":67,"risk_level":"high","decision":{"recommendation":"do_not_auto_install","reason":"Permission surface: shell or command execution, network or browser access","auto_install_allowed":false,"policy":"block","human_review_required":true},"blockers":["Permission surface: shell or command execution, network or browser access"],"warnings":["Trust score: Potentially useful, but at least one trust signal needs human inspection.","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","Permission surface may require sandboxing","Financial research output is not financial advice; require human review before any live investment decision","The skill does not explicitly address how to handle failures when writing to the CRM or when the provider does not return structured results as expected.","The SKILL.md excerpt is truncated in the provided documentation, but the full file appears comprehensive based on the available sections.","Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review","Permission surface needs review: shell or command execution, network or browser access","GitHub adoption: 63 GitHub stars"],"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":94,"required_for_auto_install":true,"detail":"Task wording matches this skill metadata.","evidence":["Evaluate customer-onboarding-call before installing it in an agent workflow","business","Customer support workflows; Claude Code teams; builders willing to evaluate younger projects"]},{"id":"install_path","label":"Install path","status":"pass","score":92,"required_for_auto_install":true,"detail":"Install handoff is available.","evidence":["npx skills add CALLE-AI/awesome-phone-call-agents --skill customer-onboarding-call"]},{"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 CALLE-AI/awesome-phone-call-agents --skill customer-onboarding-call"]},{"id":"trust_score","label":"Trust score","status":"warn","score":68,"required_for_auto_install":true,"detail":"Potentially useful, but at least one trust signal needs human inspection.","evidence":["Manual review","63 GitHub stars","MIT"]},{"id":"audit_score","label":"Audit score","status":"warn","score":75,"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.","High-risk permission hints: 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":"MIT","evidence":["MIT"]},{"id":"recent_maintenance","label":"Recent maintenance","status":"pass","score":100,"required_for_auto_install":false,"detail":"1d since push","evidence":["1d since push"]},{"id":"permission_surface","label":"Permission surface","status":"fail","score":50,"required_for_auto_install":true,"detail":"shell or command execution, network or browser access","evidence":["Shell or command execution: high","Network access: medium","Database 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/calle-ai-customer-onboarding-call/evals","api":"/api/agent/evals?slug=calle-ai-customer-onboarding-call","text":"/api/agent/evals?slug=calle-ai-customer-onboarding-call&format=text"}},"agent_readable_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"calle-ai-customer-onboarding-call","name":"customer-onboarding-call","description":"Place a one-off welcome and onboarding call to a customer who just signed up, capture a structured result such as business type, goal, pain points, sentiment, and activation status, then write that result back to a CRM and queue a human follow-up task when the customer asks for one.","category":"business","url":"https://www.openagentskill.com/skills/calle-ai-customer-onboarding-call","repository":"https://github.com/CALLE-AI/awesome-phone-call-agents/tree/main/skills/customer-onboarding-call","github_repo":"CALLE-AI/awesome-phone-call-agents"},"suited_tasks":["Customer support workflows","Claude Code teams","builders willing to evaluate younger projects","Read user messages","Find relevant knowledge","Prepare clear next steps","Move data between tools","Transform files"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"],"install":{"command":"npx skills add CALLE-AI/awesome-phone-call-agents --skill customer-onboarding-call","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.2.1/openagentskill-0.2.1.tgz install calle-ai-customer-onboarding-call"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"customer-onboarding-call\" agent skill from https://github.com/CALLE-AI/awesome-phone-call-agents/tree/main/skills/customer-onboarding-call. 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: Place a one-off welcome and onboarding call to a customer who just signed up, capture a structured result such as business type, goal, pain points, sentiment, and activation status, then write that result back to a CRM and queue a human follow-up task when the customer asks for one. 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\":\"calle-ai-customer-onboarding-call\",\"task\":\"Install customer-onboarding-call\",\"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 \"customer-onboarding-call\" as a Claude Code skill from https://github.com/CALLE-AI/awesome-phone-call-agents/tree/main/skills/customer-onboarding-call. 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: Place a one-off welcome and onboarding call to a customer who just signed up, capture a structured result such as business type, goal, pain points, sentiment, and activation status, then write that result back to a CRM and queue a human follow-up task when the customer asks for one. 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\":\"calle-ai-customer-onboarding-call\",\"task\":\"Install customer-onboarding-call\",\"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 \"customer-onboarding-call\" from https://github.com/CALLE-AI/awesome-phone-call-agents/tree/main/skills/customer-onboarding-call 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: Place a one-off welcome and onboarding call to a customer who just signed up, capture a structured result such as business type, goal, pain points, sentiment, and activation status, then write that result back to a CRM and queue a human follow-up task when the customer asks for one. 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\":\"calle-ai-customer-onboarding-call\",\"task\":\"Install customer-onboarding-call\",\"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/calle-ai-customer-onboarding-call/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/calle-ai-customer-onboarding-call"},"trust":{"score":68,"label":"Manual review","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"63 GitHub stars","repoActivity":"63 stars, 127 forks","lastPushed":"1d since push","license":"MIT","repository":"https://github.com/CALLE-AI/awesome-phone-call-agents/tree/main/skills/customer-onboarding-call","install":"npx skills add CALLE-AI/awesome-phone-call-agents --skill customer-onboarding-call","installSafety":"standard package or runtime install path","permissionSurface":"shell or command execution, network or browser access","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":["business","agent-skill"],"known_risks":["The skill does not explicitly address how to handle failures when writing to the CRM or when the provider does not return structured results as expected.","Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review","Permission surface needs review: shell or command execution, network or browser access","GitHub adoption: 63 GitHub stars","Stars/forks activity: 63 stars, 127 forks; issue activity unavailable in current metadata","Permission surface: shell or command execution, network or browser access"]},"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":75,"risk_level":"needs_review","risk_label":"Needs review","warnings":["Permission surface may require sandboxing","Financial research output is not financial advice; require human review before any live investment decision","The skill does not explicitly address how to handle failures when writing to the CRM or when the provider does not return structured results as expected.","The SKILL.md excerpt is truncated in the provided documentation, but the full file appears comprehensive based on the available sections.","Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review","Permission surface needs review: shell or command execution, network or browser access","GitHub adoption: 63 GitHub stars"]},"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":65,"label":"Promising"},"supply":{"track":"Marketing and growth automation","scenario":"Sales and CRM","maintenance":"1d since push","risk":"Needs review"},"alternative_skills":[],"do_not_use_when":["teams that need a vendor-supported SLA","production agents without a repository review","The skill does not explicitly address how to handle failures when writing to the CRM or when the provider does not return structured results as expected.","High-risk permission hints: Shell or command execution","Permission surface may require sandboxing","Financial research output is not financial advice; require human review before any live investment decision","The SKILL.md excerpt is truncated in the provided documentation, but the full file appears comprehensive based on the available sections.","Financial research output is not financial advice; require human review before any live investment decision."],"agent_contract":{"task_input":"Use customer-onboarding-call 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: 68/100 Manual review","Audit: 75/100 Needs review","Safety: 47/100 Avoid automatic install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"calle-ai-customer-onboarding-call (customer-onboarding-call)","install_command":"npx skills add CALLE-AI/awesome-phone-call-agents --skill customer-onboarding-call","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":"calle-ai-customer-onboarding-call","task":"Use customer-onboarding-call 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/calle-ai-customer-onboarding-call","api":"https://www.openagentskill.com/api/agent/skills/calle-ai-customer-onboarding-call","audit":"https://www.openagentskill.com/skills/calle-ai-customer-onboarding-call/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=calle-ai-customer-onboarding-call&task=Use%20customer-onboarding-call%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20customer-onboarding-call%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20customer-onboarding-call%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/calle-ai-customer-onboarding-call/install","manifest":"https://www.openagentskill.com/api/registry/manifest/calle-ai-customer-onboarding-call"}},"machine_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"calle-ai-customer-onboarding-call","name":"customer-onboarding-call","description":"Place a one-off welcome and onboarding call to a customer who just signed up, capture a structured result such as business type, goal, pain points, sentiment, and activation status, then write that result back to a CRM and queue a human follow-up task when the customer asks for one.","category":"business","url":"https://www.openagentskill.com/skills/calle-ai-customer-onboarding-call","repository":"https://github.com/CALLE-AI/awesome-phone-call-agents/tree/main/skills/customer-onboarding-call","github_repo":"CALLE-AI/awesome-phone-call-agents"},"suited_tasks":["Customer support workflows","Claude Code teams","builders willing to evaluate younger projects","Read user messages","Find relevant knowledge","Prepare clear next steps","Move data between tools","Transform files"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"],"install":{"command":"npx skills add CALLE-AI/awesome-phone-call-agents --skill customer-onboarding-call","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.2.1/openagentskill-0.2.1.tgz install calle-ai-customer-onboarding-call"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"customer-onboarding-call\" agent skill from https://github.com/CALLE-AI/awesome-phone-call-agents/tree/main/skills/customer-onboarding-call. 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: Place a one-off welcome and onboarding call to a customer who just signed up, capture a structured result such as business type, goal, pain points, sentiment, and activation status, then write that result back to a CRM and queue a human follow-up task when the customer asks for one. 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\":\"calle-ai-customer-onboarding-call\",\"task\":\"Install customer-onboarding-call\",\"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 \"customer-onboarding-call\" as a Claude Code skill from https://github.com/CALLE-AI/awesome-phone-call-agents/tree/main/skills/customer-onboarding-call. 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: Place a one-off welcome and onboarding call to a customer who just signed up, capture a structured result such as business type, goal, pain points, sentiment, and activation status, then write that result back to a CRM and queue a human follow-up task when the customer asks for one. 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\":\"calle-ai-customer-onboarding-call\",\"task\":\"Install customer-onboarding-call\",\"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 \"customer-onboarding-call\" from https://github.com/CALLE-AI/awesome-phone-call-agents/tree/main/skills/customer-onboarding-call 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: Place a one-off welcome and onboarding call to a customer who just signed up, capture a structured result such as business type, goal, pain points, sentiment, and activation status, then write that result back to a CRM and queue a human follow-up task when the customer asks for one. 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\":\"calle-ai-customer-onboarding-call\",\"task\":\"Install customer-onboarding-call\",\"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/calle-ai-customer-onboarding-call/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/calle-ai-customer-onboarding-call"},"trust":{"score":68,"label":"Manual review","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"63 GitHub stars","repoActivity":"63 stars, 127 forks","lastPushed":"1d since push","license":"MIT","repository":"https://github.com/CALLE-AI/awesome-phone-call-agents/tree/main/skills/customer-onboarding-call","install":"npx skills add CALLE-AI/awesome-phone-call-agents --skill customer-onboarding-call","installSafety":"standard package or runtime install path","permissionSurface":"shell or command execution, network or browser access","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":["business","agent-skill"],"known_risks":["The skill does not explicitly address how to handle failures when writing to the CRM or when the provider does not return structured results as expected.","Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review","Permission surface needs review: shell or command execution, network or browser access","GitHub adoption: 63 GitHub stars","Stars/forks activity: 63 stars, 127 forks; issue activity unavailable in current metadata","Permission surface: shell or command execution, network or browser access"]},"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":75,"risk_level":"needs_review","risk_label":"Needs review","warnings":["Permission surface may require sandboxing","Financial research output is not financial advice; require human review before any live investment decision","The skill does not explicitly address how to handle failures when writing to the CRM or when the provider does not return structured results as expected.","The SKILL.md excerpt is truncated in the provided documentation, but the full file appears comprehensive based on the available sections.","Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review","Permission surface needs review: shell or command execution, network or browser access","GitHub adoption: 63 GitHub stars"]},"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":65,"label":"Promising"},"supply":{"track":"Marketing and growth automation","scenario":"Sales and CRM","maintenance":"1d since push","risk":"Needs review"},"alternative_skills":[],"do_not_use_when":["teams that need a vendor-supported SLA","production agents without a repository review","The skill does not explicitly address how to handle failures when writing to the CRM or when the provider does not return structured results as expected.","High-risk permission hints: Shell or command execution","Permission surface may require sandboxing","Financial research output is not financial advice; require human review before any live investment decision","The SKILL.md excerpt is truncated in the provided documentation, but the full file appears comprehensive based on the available sections.","Financial research output is not financial advice; require human review before any live investment decision."],"agent_contract":{"task_input":"Use customer-onboarding-call 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: 68/100 Manual review","Audit: 75/100 Needs review","Safety: 47/100 Avoid automatic install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"calle-ai-customer-onboarding-call (customer-onboarding-call)","install_command":"npx skills add CALLE-AI/awesome-phone-call-agents --skill customer-onboarding-call","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":"calle-ai-customer-onboarding-call","task":"Use customer-onboarding-call 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/calle-ai-customer-onboarding-call","api":"https://www.openagentskill.com/api/agent/skills/calle-ai-customer-onboarding-call","audit":"https://www.openagentskill.com/skills/calle-ai-customer-onboarding-call/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=calle-ai-customer-onboarding-call&task=Use%20customer-onboarding-call%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20customer-onboarding-call%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20customer-onboarding-call%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/calle-ai-customer-onboarding-call/install","manifest":"https://www.openagentskill.com/api/registry/manifest/calle-ai-customer-onboarding-call"}},"supply_profile":{"track":{"slug":"marketing","label":"Marketing and growth automation","shortLabel":"Marketing","description":"SEO, content operations, lead generation, CRM, email automation, analytics, and growth workflows."},"scenario":{"label":"Sales and CRM","description":"I need my agent to enrich leads, update CRM records, and prepare sales follow-ups.","useCases":[{"slug":"customer-support","title":"Customer support"},{"slug":"workflow-automation","title":"Workflow automation"},{"slug":"legal-compliance","title":"Legal and compliance"}]},"applicableAgents":["Claude Code","CLI","Codex","Cursor"],"install":{"ready":true,"command":"npx skills add CALLE-AI/awesome-phone-call-agents --skill customer-onboarding-call","primaryTarget":"CLI","targetCount":4},"githubQuality":{"stars":63,"starsLabel":"63","forks":127,"license":"MIT","qualityScore":65,"trustScore":68,"auditScore":75},"maintenance":{"status":"fresh","label":"1d since push","daysSincePush":1,"lastPushedAt":"2026-08-21T06:13:34+00:00"},"risk":{"level":"needs_review","label":"Needs review","requiresReview":true,"notes":["Permission surface may require sandboxing","Financial research output is not financial advice; require human review before any live investment decision","The skill does not explicitly address how to handle failures when writing to the CRM or when the provider does not return structured results as expected.","The SKILL.md excerpt is truncated in the provided documentation, but the full file appears comprehensive based on the available sections.","Financial research output is not financial advice; require human review before any live investment decision."]},"coverageTags":["Marketing","Sales and CRM","business","agent-skill"]},"audit":{"audit_score":75,"risk_level":"needs_review","risk_label":"Needs review","quality_score":65,"trust_score":68,"maintenance_score":100,"security_score":75,"install_score":92,"warnings":["Permission surface may require sandboxing","Financial research output is not financial advice; require human review before any live investment decision","The skill does not explicitly address how to handle failures when writing to the CRM or when the provider does not return structured results as expected.","The SKILL.md excerpt is truncated in the provided documentation, but the full file appears comprehensive based on the available sections.","Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review","Permission surface needs review: shell or command execution, network or browser access","GitHub adoption: 63 GitHub stars","Stars/forks activity: 63 stars, 127 forks; issue activity unavailable in current metadata","Permission surface: shell or command execution, network or browser access"]},"quality_signals":{"model":"v2","star_score":12.64,"usage_score":0,"review_score":5.25,"metadata_score":3,"freshness_score":15},"platforms":["Claude Code"],"use_cases":[{"slug":"customer-support","title":"Customer support","url":"https://www.openagentskill.com/use-cases/customer-support"},{"slug":"workflow-automation","title":"Workflow automation","url":"https://www.openagentskill.com/use-cases/workflow-automation"},{"slug":"legal-compliance","title":"Legal and compliance","url":"https://www.openagentskill.com/use-cases/legal-compliance"},{"slug":"sales-crm","title":"Sales and CRM","url":"https://www.openagentskill.com/use-cases/sales-crm"}],"stacks":[{"slug":"content-growth-agent","title":"Content growth agent","url":"https://www.openagentskill.com/collections/content-growth-agent"},{"slug":"web-data-pipeline","title":"Web data pipeline","url":"https://www.openagentskill.com/collections/web-data-pipeline"},{"slug":"coding-review-agent","title":"Coding review agent","url":"https://www.openagentskill.com/collections/coding-review-agent"}],"install":"npx skills add CALLE-AI/awesome-phone-call-agents --skill customer-onboarding-call","install_targets":[{"id":"openagentskill-cli","label":"CLI","title":"OpenAgentSkill CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.2.1/openagentskill-0.2.1.tgz install calle-ai-customer-onboarding-call","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 \"customer-onboarding-call\" agent skill from https://github.com/CALLE-AI/awesome-phone-call-agents/tree/main/skills/customer-onboarding-call. 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: Place a one-off welcome and onboarding call to a customer who just signed up, capture a structured result such as business type, goal, pain points, sentiment, and activation status, then write that result back to a CRM and queue a human follow-up task when the customer asks for one. 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\":\"calle-ai-customer-onboarding-call\",\"task\":\"Install customer-onboarding-call\",\"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 \"customer-onboarding-call\" as a Claude Code skill from https://github.com/CALLE-AI/awesome-phone-call-agents/tree/main/skills/customer-onboarding-call. 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: Place a one-off welcome and onboarding call to a customer who just signed up, capture a structured result such as business type, goal, pain points, sentiment, and activation status, then write that result back to a CRM and queue a human follow-up task when the customer asks for one. 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\":\"calle-ai-customer-onboarding-call\",\"task\":\"Install customer-onboarding-call\",\"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 \"customer-onboarding-call\" from https://github.com/CALLE-AI/awesome-phone-call-agents/tree/main/skills/customer-onboarding-call 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: Place a one-off welcome and onboarding call to a customer who just signed up, capture a structured result such as business type, goal, pain points, sentiment, and activation status, then write that result back to a CRM and queue a human follow-up task when the customer asks for one. 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\":\"calle-ai-customer-onboarding-call\",\"task\":\"Install customer-onboarding-call\",\"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/CALLE-AI/awesome-phone-call-agents/tree/main/skills/customer-onboarding-call","github_repo":"CALLE-AI/awesome-phone-call-agents","version":"1.0.0","license":"MIT","urls":{"web":"https://www.openagentskill.com/skills/calle-ai-customer-onboarding-call","repository":"https://github.com/CALLE-AI/awesome-phone-call-agents/tree/main/skills/customer-onboarding-call","api":"/api/agent/skills/calle-ai-customer-onboarding-call","install_api":"/api/skills/calle-ai-customer-onboarding-call/install"},"meta":{"created_at":"2026-08-21T06:36:28.449661+00:00","updated_at":"2026-08-21T06:36:28.449661+00:00","agent_friendly":true}}