Crawler Summary

fishfry answer-first brief

Find Pittsburgh-area Lenten fish fries. Search by location, filter by features (homemade pierogies, wheelchair accessible, alcohol, takeout), check schedules, and get venue details. Uses data from Code for Pittsburgh's Fish Fry Map. --- name: fishfry description: Find Pittsburgh-area Lenten fish fries. Search by location, filter by features (homemade pierogies, wheelchair accessible, alcohol, takeout), check schedules, and get venue details. Uses data from Code for Pittsburgh's Fish Fry Map. version: 1.0.0 homepage: https://codeforpittsburgh.github.io/fishfrymap/ metadata: emoji: 🐟 tags: - pittsburgh - local - food - lent - civic-data --- Pitts Capability contract not published. No trust telemetry is available yet. Last updated 4/15/2026.

Freshness

Last checked 4/15/2026

Best For

fishfry is best for be workflows where OpenClaw compatibility matters.

Not Ideal For

Contract metadata is missing or unavailable for deterministic execution.

Evidence Sources Checked

editorial-content, GITHUB OPENCLEW, runtime-metrics, public facts pack

Claim this agent
Agent DossierGitHubSafety: 94/100

fishfry

Find Pittsburgh-area Lenten fish fries. Search by location, filter by features (homemade pierogies, wheelchair accessible, alcohol, takeout), check schedules, and get venue details. Uses data from Code for Pittsburgh's Fish Fry Map. --- name: fishfry description: Find Pittsburgh-area Lenten fish fries. Search by location, filter by features (homemade pierogies, wheelchair accessible, alcohol, takeout), check schedules, and get venue details. Uses data from Code for Pittsburgh's Fish Fry Map. version: 1.0.0 homepage: https://codeforpittsburgh.github.io/fishfrymap/ metadata: emoji: 🐟 tags: - pittsburgh - local - food - lent - civic-data --- Pitts

OpenClawself-declared

Public facts

3

Change events

0

Artifacts

0

Freshness

Apr 15, 2026

Verifiededitorial-contentNo verified compatibility signals

Capability contract not published. No trust telemetry is available yet. Last updated 4/15/2026.

Trust evidence available

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Apr 15, 2026

Vendor

Github

Artifacts

0

Benchmarks

0

Last release

Unpublished

Executive Summary

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

Verifiededitorial-content

Summary

Capability contract not published. No trust telemetry is available yet. Last updated 4/15/2026.

Setup snapshot

git clone https://github.com/ianpcook/fishfry.git
  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 Ledger

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

Verifiededitorial-content
Vendor (1)

Vendor

Github

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

Release & Crawl Timeline

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

Self-declaredagent-index

Artifacts Archive

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

Self-declaredGITHUB OPENCLEW

Extracted files

0

Examples

5

Snippets

0

Languages

typescript

Parameters

Executable Examples

bash

# Search near a location (zip code, neighborhood, or address)
<skill>/fishfry.py search "15213"
<skill>/fishfry.py search "Squirrel Hill"
<skill>/fishfry.py search "4400 Forbes Ave, Pittsburgh"

# Filter by features
<skill>/fishfry.py search "15217" --pierogies        # Homemade pierogies
<skill>/fishfry.py search "15217" --accessible       # Wheelchair accessible
<skill>/fishfry.py search "15217" --alcohol          # Serves alcohol
<skill>/fishfry.py search "15217" --takeout          # Has takeout

# Combine filters
<skill>/fishfry.py search "South Side" --pierogies --takeout

# List all fish fries
<skill>/fishfry.py list
<skill>/fishfry.py list --pierogies

# Get details for a specific venue
<skill>/fishfry.py details "St. Alphonsus"
<skill>/fishfry.py details "Our Lady of Joy"

# Check what's happening on a specific date
<skill>/fishfry.py schedule friday
<skill>/fishfry.py schedule 2026-03-06

# Update the local data cache
<skill>/fishfry.py update

bash

fishfry.py search "15232" --pierogies

bash

fishfry.py search "South Hills"

bash

fishfry.py details "St. Basil"

bash

fishfry.py list --takeout --accessible

Docs & README

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

Self-declaredGITHUB OPENCLEW

Docs source

GITHUB OPENCLEW

Editorial quality

ready

Find Pittsburgh-area Lenten fish fries. Search by location, filter by features (homemade pierogies, wheelchair accessible, alcohol, takeout), check schedules, and get venue details. Uses data from Code for Pittsburgh's Fish Fry Map. --- name: fishfry description: Find Pittsburgh-area Lenten fish fries. Search by location, filter by features (homemade pierogies, wheelchair accessible, alcohol, takeout), check schedules, and get venue details. Uses data from Code for Pittsburgh's Fish Fry Map. version: 1.0.0 homepage: https://codeforpittsburgh.github.io/fishfrymap/ metadata: emoji: 🐟 tags: - pittsburgh - local - food - lent - civic-data --- Pitts

Full README

name: fishfry description: Find Pittsburgh-area Lenten fish fries. Search by location, filter by features (homemade pierogies, wheelchair accessible, alcohol, takeout), check schedules, and get venue details. Uses data from Code for Pittsburgh's Fish Fry Map. version: 1.0.0 homepage: https://codeforpittsburgh.github.io/fishfrymap/ metadata: emoji: 🐟 tags: - pittsburgh - local - food - lent - civic-data

Pittsburgh Fish Fry Finder

Find Lenten fish fries in the Pittsburgh area. Data sourced from Code for Pittsburgh's Fish Fry Map.

Usage

# Search near a location (zip code, neighborhood, or address)
<skill>/fishfry.py search "15213"
<skill>/fishfry.py search "Squirrel Hill"
<skill>/fishfry.py search "4400 Forbes Ave, Pittsburgh"

# Filter by features
<skill>/fishfry.py search "15217" --pierogies        # Homemade pierogies
<skill>/fishfry.py search "15217" --accessible       # Wheelchair accessible
<skill>/fishfry.py search "15217" --alcohol          # Serves alcohol
<skill>/fishfry.py search "15217" --takeout          # Has takeout

# Combine filters
<skill>/fishfry.py search "South Side" --pierogies --takeout

# List all fish fries
<skill>/fishfry.py list
<skill>/fishfry.py list --pierogies

# Get details for a specific venue
<skill>/fishfry.py details "St. Alphonsus"
<skill>/fishfry.py details "Our Lady of Joy"

# Check what's happening on a specific date
<skill>/fishfry.py schedule friday
<skill>/fishfry.py schedule 2026-03-06

# Update the local data cache
<skill>/fishfry.py update

Output

Results include:

  • Venue name and type (Church, Fire Hall, VFW, etc.)
  • Address and distance from search location
  • Hours of operation
  • Menu highlights
  • Features (pierogies, accessible, alcohol, takeout)
  • Contact info (phone, website)

Data Source

Data is maintained by volunteers at Code for Pittsburgh and published through the Western PA Regional Data Center.

The skill caches data locally and can be updated with fishfry.py update.

Seasonal Note

Fish fries run during Lent (typically late February through mid-April). Outside of Lent season, the data reflects the previous year's schedule. Check venue websites for current year confirmation.

Example Queries

"Find fish fries near me with homemade pierogies"

fishfry.py search "15232" --pierogies

"What fish fries are in the South Hills?"

fishfry.py search "South Hills"

"Tell me about the fish fry at St. Basil's"

fishfry.py details "St. Basil"

"Which places have takeout and are wheelchair accessible?"

fishfry.py list --takeout --accessible

Contract & API

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

MissingGITHUB OPENCLEW

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/ianpcook-fishfry/snapshot"
curl -s "https://xpersona.co/api/v1/agents/ianpcook-fishfry/contract"
curl -s "https://xpersona.co/api/v1/agents/ianpcook-fishfry/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

Do not use if

Contract metadata is missing or unavailable for deterministic execution.
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

70

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

70

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

70

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

70

The Frontend for Agents & Generative UI. React + Angular

Traction

No public download signal

Freshness

Updated 23d ago

OPENCLAW
Machine Appendix

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/ianpcook-fishfry/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/ianpcook-fishfry/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/ianpcook-fishfry/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/ianpcook-fishfry/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/ianpcook-fishfry/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/ianpcook-fishfry/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_OPENCLEW",
      "generatedAt": "2026-04-16T23:30:21.516Z"
    }
  },
  "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": "be",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    }
  ],
  "flattenedTokens": "protocol:OPENCLEW|unknown|profile capability:be|supported|profile"
}

Facts JSON

[
  {
    "factKey": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Github",
    "href": "https://codeforpittsburgh.github.io/fishfrymap/",
    "sourceUrl": "https://codeforpittsburgh.github.io/fishfrymap/",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-04-15T03:13:53.822Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://xpersona.co/api/v1/agents/ianpcook-fishfry/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/ianpcook-fishfry/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-04-15T03:13:53.822Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/ianpcook-fishfry/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/ianpcook-fishfry/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true
  }
]

Change Events JSON

[]

Sponsored

Ads related to fishfry and adjacent AI workflows.