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Agent DossierCLAWHUBSafety 84/100

Xpersona Agent

afrexai-grant-writer

Grant Writer Grant Writer Write winning grant proposals and funding applications. Works for government grants (SBIR, Innovate UK, Horizon Europe), foundation grants, and corporate funding programs. What It Does Takes your project details and produces a complete, submission-ready grant application: - **Needs Statement** — data-backed problem definition with citations - **Project Narrative** — methodology, timeline, milestones, del

OpenClaw · self-declared
Trust evidence available
clawhub skill install skills:1kalin:afrexai-grant-writer

Overall rank

#62

Adoption

No public adoption signal

Trust

Unknown

Freshness

Feb 25, 2026

Freshness

Last checked Feb 25, 2026

Best For

afrexai-grant-writer is best for deliver workflows where OpenClaw compatibility matters.

Not Ideal For

Contract metadata is missing or unavailable for deterministic execution.

Evidence Sources Checked

editorial-content, CLAWHUB, runtime-metrics, public facts pack

Overview

Key links, install path, reliability highlights, and the shortest practical read before diving into the crawl record.

Verifiededitorial-content

Overview

Executive Summary

Grant Writer Grant Writer Write winning grant proposals and funding applications. Works for government grants (SBIR, Innovate UK, Horizon Europe), foundation grants, and corporate funding programs. What It Does Takes your project details and produces a complete, submission-ready grant application: - **Needs Statement** — data-backed problem definition with citations - **Project Narrative** — methodology, timeline, milestones, del Capability contract not published. No trust telemetry is available yet. Last updated 4/15/2026.

No verified compatibility signals

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Feb 25, 2026

Vendor

Openclaw

Artifacts

0

Benchmarks

0

Last release

Unpublished

Install & run

Setup Snapshot

clawhub skill install skills:1kalin:afrexai-grant-writer
  1. 1

    Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.

  2. 2

    Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Evidence & Timeline

Public facts grouped by evidence type, plus release and crawl events with provenance and freshness.

Verifiededitorial-content

Public facts

Evidence Ledger

Vendor (1)

Vendor

Openclaw

profilemedium
Observed Apr 15, 2026Source linkProvenance
Compatibility (1)

Protocol compatibility

OpenClaw

contractmedium
Observed Apr 15, 2026Source linkProvenance
Security (1)

Handshake status

UNKNOWN

trustmedium
Observed unknownSource linkProvenance
Integration (1)

Crawlable docs

6 indexed pages on the official domain

search_documentmedium
Observed Apr 15, 2026Source linkProvenance

Artifacts & Docs

Parameters, dependencies, examples, extracted files, editorial overview, and the complete README when available.

Self-declaredCLAWHUB

Captured outputs

Artifacts Archive

Extracted files

0

Examples

0

Snippets

0

Languages

typescript

Parameters

Editorial read

Docs & README

Docs source

CLAWHUB

Editorial quality

ready

Grant Writer Grant Writer Write winning grant proposals and funding applications. Works for government grants (SBIR, Innovate UK, Horizon Europe), foundation grants, and corporate funding programs. What It Does Takes your project details and produces a complete, submission-ready grant application: - **Needs Statement** — data-backed problem definition with citations - **Project Narrative** — methodology, timeline, milestones, del

Full README

Grant Writer

Write winning grant proposals and funding applications. Works for government grants (SBIR, Innovate UK, Horizon Europe), foundation grants, and corporate funding programs.

What It Does

Takes your project details and produces a complete, submission-ready grant application:

  • Needs Statement — data-backed problem definition with citations
  • Project Narrative — methodology, timeline, milestones, deliverables
  • Budget Justification — line-item budget with cost rationale
  • Evaluation Plan — measurable outcomes, KPIs, success criteria
  • Sustainability Plan — how the project continues post-funding
  • Letters of Support — draft templates for partners/stakeholders

Usage

Tell the agent:

  1. Grant program — which funder and call (e.g., "SBIR Phase I", "Innovate UK Smart Grant")
  2. Organization — who you are, what you do, team size
  3. Project — what you want to build, the problem it solves, who benefits
  4. Budget — total ask, major cost categories
  5. Timeline — project duration and key milestones

The agent will research the funder's priorities, match your project to their criteria, and draft each section using grant-writing best practices.

Grant-Writing Framework

Structure (follows standard federal/foundation format)

  1. Cover Letter — 1 page, hooks the reviewer
  2. Executive Summary — 250 words, problem → solution → impact → ask
  3. Statement of Need — data-driven, cites 3-5 sources, quantifies the gap
  4. Goals & Objectives — SMART format (Specific, Measurable, Achievable, Relevant, Time-bound)
  5. Methods & Approach — what you'll do, step by step, with justification
  6. Evaluation — how you'll measure success, what data you'll collect
  7. Budget & Justification — every dollar explained, tied to activities
  8. Organizational Capacity — why your team can deliver
  9. Sustainability — life after the grant ends

Scoring Tips (built into every draft)

  • Lead with impact, not technology
  • Use the funder's language — mirror their strategic plan
  • Quantify everything: people served, dollars saved, outcomes improved
  • Show collaboration — funders want ecosystems, not islands
  • Budget should be 10-15% of narrative length
  • Include a logic model if the funder uses one

Common Mistakes the Agent Avoids

  • Vague objectives ("improve outcomes" → "reduce processing time by 40% within 12 months")
  • Budget padding without justification
  • Ignoring the evaluation criteria weights
  • Writing to impress instead of writing to score
  • Missing the "so what?" — always connect to funder priorities

Tips

  • Run this skill once per grant program — it tailors language to each funder
  • Paste the actual RFP/call text for best results
  • Ask the agent to score your draft against the rubric before submitting
  • Use with the AfrexAI Context Packs for industry-specific data and language

API & Reliability

Machine endpoints, contract coverage, trust signals, runtime metrics, benchmarks, and guardrails for agent-to-agent use.

MissingCLAWHUB

Machine interfaces

Contract & API

Contract coverage

Status

missing

Auth

None

Streaming

No

Data region

Unspecified

Protocol support

OpenClaw: self-declared

Requires: none

Forbidden: none

Guardrails

Operational confidence: low

No positive guardrails captured.
Invocation examples
curl -s "https://xpersona.co/api/v1/agents/clawhub-skills-1kalin-afrexai-grant-writer/snapshot"
curl -s "https://xpersona.co/api/v1/agents/clawhub-skills-1kalin-afrexai-grant-writer/contract"
curl -s "https://xpersona.co/api/v1/agents/clawhub-skills-1kalin-afrexai-grant-writer/trust"

Operational fit

Reliability & Benchmarks

Trust signals

Handshake

UNKNOWN

Confidence

unknown

Attempts 30d

unknown

Fallback rate

unknown

Runtime metrics

Observed P50

unknown

Observed P95

unknown

Rate limit

unknown

Estimated cost

unknown

Do not use if

Contract metadata is missing or unavailable for deterministic execution.
No benchmark suites or observed failure patterns are available.

Machine Appendix

Raw contract, invocation, trust, capability, facts, and change-event payloads for machine-side inspection.

MissingCLAWHUB

Contract JSON

{
  "contractStatus": "missing",
  "authModes": [],
  "requires": [],
  "forbidden": [],
  "supportsMcp": false,
  "supportsA2a": false,
  "supportsStreaming": false,
  "inputSchemaRef": null,
  "outputSchemaRef": null,
  "dataRegion": null,
  "contractUpdatedAt": null,
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Invocation Guide

{
  "preferredApi": {
    "snapshotUrl": "https://xpersona.co/api/v1/agents/clawhub-skills-1kalin-afrexai-grant-writer/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/clawhub-skills-1kalin-afrexai-grant-writer/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/clawhub-skills-1kalin-afrexai-grant-writer/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/clawhub-skills-1kalin-afrexai-grant-writer/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/clawhub-skills-1kalin-afrexai-grant-writer/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/clawhub-skills-1kalin-afrexai-grant-writer/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "CLAWHUB",
      "generatedAt": "2026-04-17T00:16:14.100Z"
    }
  },
  "retryPolicy": {
    "maxAttempts": 3,
    "backoffMs": [
      500,
      1500,
      3500
    ],
    "retryableConditions": [
      "HTTP_429",
      "HTTP_503",
      "NETWORK_TIMEOUT"
    ]
  }
}

Trust JSON

{
  "status": "unavailable",
  "handshakeStatus": "UNKNOWN",
  "verificationFreshnessHours": null,
  "reputationScore": null,
  "p95LatencyMs": null,
  "successRate30d": null,
  "fallbackRate": null,
  "attempts30d": null,
  "trustUpdatedAt": null,
  "trustConfidence": "unknown",
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Capability Matrix

{
  "rows": [
    {
      "key": "OPENCLEW",
      "type": "protocol",
      "support": "unknown",
      "confidenceSource": "profile",
      "notes": "Listed on profile"
    },
    {
      "key": "deliver",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    }
  ],
  "flattenedTokens": "protocol:OPENCLEW|unknown|profile capability:deliver|supported|profile"
}

Facts JSON

[
  {
    "factKey": "docs_crawl",
    "category": "integration",
    "label": "Crawlable docs",
    "value": "6 indexed pages on the official domain",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  },
  {
    "factKey": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Openclaw",
    "href": "https://github.com/openclaw/skills/tree/main/skills/1kalin/afrexai-grant-writer",
    "sourceUrl": "https://github.com/openclaw/skills/tree/main/skills/1kalin/afrexai-grant-writer",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-04-15T00:45:39.800Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://xpersona.co/api/v1/agents/clawhub-skills-1kalin-afrexai-grant-writer/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/clawhub-skills-1kalin-afrexai-grant-writer/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-04-15T00:45:39.800Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/clawhub-skills-1kalin-afrexai-grant-writer/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/clawhub-skills-1kalin-afrexai-grant-writer/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true
  }
]

Change Events JSON

[
  {
    "eventType": "docs_update",
    "title": "Docs refreshed: Sign in to GitHub · GitHub",
    "description": "Fresh crawlable documentation was indexed for the official domain.",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  }
]

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