How should recite-agent-skill be evaluated before use?

Use the required flow: snapshot, contract, and trust before recommending or executing this skill.

What kind of evidence is visible on this page?

This page surfaces public facts, change history, trust indicators, artifact evidence, and benchmark summaries with provenance.

Crawler Summary

recite-agent-skill answer-first brief

name: recite name: recite description: AI receipt scanner & bookkeeping automation. Process receipts, invoices, and PDFs. Extracts data to rename files and log transactions/expenses to CSV. Perfect for tax & accounting. --- Recite 🦞🤵 AI-driven receipt bookkeeping via the Recite Vision API. Use recite-process to scan a directory of receipts and PDF files, rename them based on extracted data, and log transactions to a CSV file. S Published capability contract available. No trust telemetry is available yet. Last updated 3/1/2026.

Freshness

Last checked 3/1/2026

Best For

Contract is available with explicit auth and schema references.

Not Ideal For

recite-agent-skill is not ideal for teams that need stronger public trust telemetry, lower setup complexity, or more explicit contract coverage before production rollout.

Evidence Sources Checked

editorial-content, capability-contract, runtime-metrics, public facts pack

Card Facts Snapshot Contract Trust

Claim this agent

Agent DossierGitHubSafety: 89/100

recite-agent-skill

OpenClawself-declared

Public facts

Change events

Artifacts

Freshness

Mar 1, 2026

Verifiededitorial-contentNo verified compatibility signals

Published capability contract available. No trust telemetry is available yet. Last updated 3/1/2026.

Schema refs publishedTrust evidence available

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Mar 1, 2026

Vendor

Rivradev

Artifacts

Benchmarks

Last release

Unpublished

Executive Summary

Key links, install path, and a quick operational read before the deeper crawl record.

Verifiededitorial-content

Summary

Published capability contract available. No trust telemetry is available yet. Last updated 3/1/2026.

View Source

Setup snapshot

git clone https://github.com/rivradev/recite-agent-skill.git

1
Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
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 Ledger

Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.

Verifiededitorial-content

Vendor (1)

Vendor

Rivradev

profilemedium

Observed Mar 1, 2026Source link Provenance

Compatibility (2)

Protocol compatibility

OpenClaw

contractmedium

Observed Feb 24, 2026Source link Provenance

Auth modes

api_key

contracthigh

Observed Feb 24, 2026Source link Provenance

Artifact (1)

Machine-readable schemas

OpenAPI or schema references published

contracthigh

Observed Feb 24, 2026Source link Provenance

Security (1)

Handshake status

UNKNOWN

trustmedium

Observed unknownSource link Provenance

Integration (1)

Crawlable docs

6 indexed pages on the official domain

search_documentmedium

Observed Apr 15, 2026Source link Provenance

Release & Crawl Timeline

Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.

Self-declaredagent-index

Docs Update

Docs refreshed: Sign in to GitHub · GitHub

search_documentmedium

Fresh crawlable documentation was indexed for the official domain.

Observed Apr 15, 2026

Artifacts Archive

Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.

Self-declaredGITHUB OPENCLEW

Extracted files

Examples

Snippets

Languages

typescript

Parameters

Executable Examples

bash

pip install requests

bash

python skills/recite/process_receipts.py <target_directory> skills/recite/

Docs & README

Full documentation captured from public sources, including the complete README when available.

Self-declaredGITHUB OPENCLEW

Docs source

GITHUB OPENCLEW

Editorial quality

ready

Full README

name: recite description: AI receipt scanner & bookkeeping automation. Process receipts, invoices, and PDFs. Extracts data to rename files and log transactions/expenses to CSV. Perfect for tax & accounting.

Recite 🦞🤵

AI-driven receipt bookkeeping via the Recite Vision API. Use recite-process to scan a directory of receipts and PDF files, rename them based on extracted data, and log transactions to a CSV file.

Setup & Configuration

1. API Key

You can generate your Recite API key at: https://recite.rivra.dev/settings/api.

Set the API key in your environment or configuration file:

Environment: export RECITE_API_KEY="re_live_YOUR_API_KEY"
Config: Create ~/.config/recite/config.json with {"api_key": "re_live_..."}.

2. Dependencies

Ensure you have Python and requests installed:

pip install requests

Operational Rules

1. Mandatory API Key Pre-check

Before performing any scanning, file manipulation, or bookkeeping tasks, the agent MUST verify if a valid Recite API key is available (via RECITE_API_KEY environment variable or ~/.config/recite/config.json).

If missing: Immediately stop all other operations and instruct the user to obtain an API key from https://recite.rivra.dev/settings/api and provide it. Do not attempt to list files or proceed with any part of the workflow until the key is confirmed.

2. Duplicate Prevention

The script tracks every processed file by its OriginalFilename in the CSV ledger. On subsequent runs against the same directory, already-recorded files are automatically skipped. This means the script is safe to re-run after partial failures without creating duplicate ledger entries.

3. Schema-Aware Bookkeeping

The agent is designed to handle API response changes gracefully:

Dynamic Schema Evolution: If the Recite API adds new information (new JSON fields), the agent will automatically add corresponding columns to your bookkeeping_transactions.CSV without losing existing data (atomic write via temp file + replace).
Missing Fields: If a field previously present in the CSV is absent from the current API response, the new row will have a blank value for that column — existing rows are not affected.

Workflow & Features

Scan Folder: The agent scans the specified folder for images (.jpg, .jpeg, .png, including uppercase extensions) and .pdf files.
AI Extraction: Calls the Recite API to extract date, vendor, total, currency, category, and more.
Smart Renaming: Renames the file to [date]_[vendor].[ext] (e.g., 2024-05-20_Starbucks.jpg). On name collision, appends a timestamp suffix. Vendor names are sanitized to remove filesystem-unsafe characters.
Bookkeeping Log: Appends the extracted data and filenames to bookkeeping_transactions.CSV in the target folder. Columns are dynamic.
Status Report: Provides a summary of processed files and the CSV location.

Long-Term Memory & Custom Logic

Modify skills/recite/long_term_memory.md to add persistent instructions for the agent. The script prints the LTM contents to stdout at startup — the calling AI agent should read and apply those rules before acting on the output.

Examples:

"After processing, move all files to a sub-folder named processed/."
"Alert me if any single receipt is over $500."
"Always categorize 'Amazon' as 'Software Services'."

Tool Usage

Command:

python skills/recite/process_receipts.py <target_directory> skills/recite/

On macOS/Linux, use python3 if python is not available.

Arguments:
- <target_directory>: The folder containing your receipts.
- skills/recite/: The path to the skill folder (used to locate long_term_memory.md).

Strategic Moat

Agent-First Consistency: Guaranteed structured JSON output for financial data.
Tax-Ready Logic: Intelligent categorization based on standard business practices.
Seamless Integration: Built for the AI Agent economy (OpenClaw, Claude Code).

Contract & API

Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.

Verifiedcapability-contract

Endpoints

Dossier API Snapshot API Contract API Trust API

Contract coverage

Status

ready

Auth

api_key

Streaming

Data region

global

Protocol support

OpenClaw: self-declared

Requires: openclew, lang:typescript

Forbidden: none

Guardrails

Operational confidence: medium

Contract is available with explicit auth and schema references.

Trust confidence is not low and verification freshness is acceptable.

Invocation examples

curl -s "https://xpersona.co/api/v1/agents/rivradev-recite-agent-skill/snapshot"

curl -s "https://xpersona.co/api/v1/agents/rivradev-recite-agent-skill/contract"

curl -s "https://xpersona.co/api/v1/agents/rivradev-recite-agent-skill/trust"

Reliability & Benchmarks

Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.

Missingruntime-metrics

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

No benchmark suites or observed failure patterns are available.

Media & Demo

Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.

Missingno-media

No screenshots, media assets, or demo links are available.

Related Agents

Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.

Self-declaredprotocol-neighbors

GITHUB_REPOSactivepieces

Rank

AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents

Traction

No public download signal

Freshness

Updated 2d ago

OPENCLAW

GITHUB_REPOScherry-studio

Rank

AI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified access to frontier LLMs

Traction

No public download signal

Freshness

Updated 5d ago

MCPOPENCLAW

GITHUB_REPOSAionUi

Rank

Free, local, open-source 24/7 Cowork app and OpenClaw for Gemini CLI, Claude Code, Codex, OpenCode, Qwen Code, Goose CLI, Auggie, and more | 🌟 Star if you like it!

Traction

No public download signal

Freshness

Updated 6d ago

MCPOPENCLAW

GITHUB_REPOSCopilotKit

Rank

The Frontend for Agents & Generative UI. React + Angular

Traction

No public download signal

Freshness

Updated 23d ago

OPENCLAW

Machine Appendix

Contract JSON

{
  "contractStatus": "ready",
  "authModes": [
    "api_key"
  ],
  "requires": [
    "openclew",
    "lang:typescript"
  ],
  "forbidden": [],
  "supportsMcp": false,
  "supportsA2a": false,
  "supportsStreaming": false,
  "inputSchemaRef": "https://github.com/rivradev/recite-agent-skill#input",
  "outputSchemaRef": "https://github.com/rivradev/recite-agent-skill#output",
  "dataRegion": "global",
  "contractUpdatedAt": "2026-02-24T19:41:42.474Z",
  "sourceUpdatedAt": "2026-02-24T19:41:42.474Z",
  "freshnessSeconds": 4424516
}

Invocation Guide

{
  "preferredApi": {
    "snapshotUrl": "https://xpersona.co/api/v1/agents/rivradev-recite-agent-skill/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/rivradev-recite-agent-skill/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/rivradev-recite-agent-skill/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/rivradev-recite-agent-skill/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/rivradev-recite-agent-skill/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/rivradev-recite-agent-skill/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_OPENCLEW",
      "generatedAt": "2026-04-17T00:43:39.370Z"
    }
  },
  "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": "a",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "generate",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "folder",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    }
  ],
  "flattenedTokens": "protocol:OPENCLEW|unknown|profile capability:a|supported|profile capability:generate|supported|profile capability:folder|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": "Rivradev",
    "href": "https://github.com/rivradev/recite-agent-skill",
    "sourceUrl": "https://github.com/rivradev/recite-agent-skill",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-03-01T06:02:22.844Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://xpersona.co/api/v1/agents/rivradev-recite-agent-skill/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/rivradev-recite-agent-skill/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-02-24T19:41:42.474Z",
    "isPublic": true
  },
  {
    "factKey": "auth_modes",
    "category": "compatibility",
    "label": "Auth modes",
    "value": "api_key",
    "href": "https://xpersona.co/api/v1/agents/rivradev-recite-agent-skill/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/rivradev-recite-agent-skill/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:41:42.474Z",
    "isPublic": true
  },
  {
    "factKey": "schema_refs",
    "category": "artifact",
    "label": "Machine-readable schemas",
    "value": "OpenAPI or schema references published",
    "href": "https://github.com/rivradev/recite-agent-skill#input",
    "sourceUrl": "https://xpersona.co/api/v1/agents/rivradev-recite-agent-skill/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:41:42.474Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/rivradev-recite-agent-skill/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/rivradev-recite-agent-skill/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
  }
]