Crawler Summary

idea-coach answer-first brief

AI-powered idea/problem/challenge manager with GitHub integration. Captures, categorizes, reviews, and helps ship ideas to repos. --- name: idea-coach description: AI-powered idea/problem/challenge manager with GitHub integration. Captures, categorizes, reviews, and helps ship ideas to repos. version: 0.2.0 author: moinsen-dev commands: - /idea - Capture a new idea, problem, or challenge - /idea_list - List active ideas (optionally filter by status/type) - /idea_due - Show ideas due for review - /idea_get - Get detailed info about an idea - /id Published capability contract available. No trust telemetry is available yet. Last updated 4/14/2026.

Freshness

Last checked 4/14/2026

Best For

Contract is available with explicit auth and schema references.

Not Ideal For

idea-coach 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

Claim this agent
Agent DossierGitHubSafety: 94/100

idea-coach

AI-powered idea/problem/challenge manager with GitHub integration. Captures, categorizes, reviews, and helps ship ideas to repos. --- name: idea-coach description: AI-powered idea/problem/challenge manager with GitHub integration. Captures, categorizes, reviews, and helps ship ideas to repos. version: 0.2.0 author: moinsen-dev commands: - /idea - Capture a new idea, problem, or challenge - /idea_list - List active ideas (optionally filter by status/type) - /idea_due - Show ideas due for review - /idea_get - Get detailed info about an idea - /id

OpenClawself-declared

Public facts

6

Change events

1

Artifacts

0

Freshness

Apr 14, 2026

Verifiededitorial-contentNo verified compatibility signals

Published capability contract available. No trust telemetry is available yet. Last updated 4/14/2026.

Schema refs publishedTrust evidence available

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Apr 14, 2026

Vendor

Moinsen Dev

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Unpublished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

Published capability contract available. No trust telemetry is available yet. Last updated 4/14/2026.

Setup snapshot

git clone https://github.com/moinsen-dev/idea-coach.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

Moinsen Dev

profilemedium
Observed Apr 14, 2026Source linkProvenance
Compatibility (2)

Protocol compatibility

OpenClaw

contractmedium
Observed Feb 24, 2026Source linkProvenance

Auth modes

api_key

contracthigh
Observed Feb 24, 2026Source linkProvenance
Artifact (1)

Machine-readable schemas

OpenAPI or schema references published

contracthigh
Observed Feb 24, 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

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

3

Snippets

0

Languages

typescript

Parameters

Executable Examples

text

captured → exploring → developing → shipped/done
                ↓           ↓
             parked      blocked
                ↓
             dropped

text

# 1. Capture idea
/idea "Build a CLI for task management"

# 2. Develop it
/idea_update abc123 --status developing

# 3. Ship it to GitHub
/idea_ship abc123

# 4. Or link to existing repo
/idea_link abc123 moinsen-dev/my-cli

# 5. Check repo status
/idea_repo abc123

# 6. Sync as GitHub issue
/idea_sync abc123

bash

# Add idea
python scripts/coach.py add "Build something cool" --type idea --importance important

# List ideas
python scripts/coach.py list
python scripts/coach.py list --due
python scripts/coach.py list --github  # Only with linked repos

# GitHub operations
python scripts/coach.py link <id> owner/repo
python scripts/coach.py ship <id> --owner moinsen-dev
python scripts/coach.py repo-status <id>
python scripts/coach.py sync-issue <id> --labels enhancement,idea

Docs & README

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

Self-declaredGITHUB OPENCLEW

Docs source

GITHUB OPENCLEW

Editorial quality

ready

AI-powered idea/problem/challenge manager with GitHub integration. Captures, categorizes, reviews, and helps ship ideas to repos. --- name: idea-coach description: AI-powered idea/problem/challenge manager with GitHub integration. Captures, categorizes, reviews, and helps ship ideas to repos. version: 0.2.0 author: moinsen-dev commands: - /idea - Capture a new idea, problem, or challenge - /idea_list - List active ideas (optionally filter by status/type) - /idea_due - Show ideas due for review - /idea_get - Get detailed info about an idea - /id

Full README

name: idea-coach description: AI-powered idea/problem/challenge manager with GitHub integration. Captures, categorizes, reviews, and helps ship ideas to repos. version: 0.2.0 author: moinsen-dev commands:

  • /idea - Capture a new idea, problem, or challenge
  • /idea_list - List active ideas (optionally filter by status/type)
  • /idea_due - Show ideas due for review
  • /idea_get - Get detailed info about an idea
  • /idea_update - Update idea status, importance, energy
  • /idea_review - Add review notes to an idea
  • /idea_drop - Mark idea as dropped (with reason)
  • /idea_done - Mark idea as completed
  • /idea_stats - Show statistics
  • /idea_link - Link idea to existing GitHub repo
  • /idea_ship - Create new GitHub repo for idea
  • /idea_repo - Show linked repo status
  • /idea_sync - Sync idea as GitHub issue

Idea Coach

Your critical sparring partner for ideas, problems, and challenges — now with GitHub integration!

What It Does

Idea Coach helps you:

  • Capture ideas, problems, and challenges as they come
  • Categorize by type, domain, energy, urgency, and importance
  • Review periodically (daily → quarterly based on importance)
  • Ship ideas to GitHub repos when ready
  • Track progress and know when to let go

Philosophy

Be critical, not just supportive. Idea Coach will:

  • Suggest dropping ideas that aren't worth pursuing
  • Ask hard questions during reviews
  • Track which ideas actually ship vs. rot forever

Commands

Core Commands

| Command | Description | |---------|-------------| | /idea <text> | Capture a new idea | | /idea_list | List active ideas | | /idea_list --due | Show ideas due for review | | /idea_get <id> | Get idea details | | /idea_update <id> | Update idea attributes | | /idea_review <id> | Add review interaction | | /idea_drop <id> | Mark as dropped (requires reason) | | /idea_done <id> | Mark as completed | | /idea_stats | Show statistics |

GitHub Commands

| Command | Description | |---------|-------------| | /idea_link <id> <owner/repo> | Link to existing repo | | /idea_ship <id> | Create new repo for idea | | /idea_ship <id> --public | Create public repo | | /idea_repo <id> | Show linked repo status | | /idea_sync <id> | Create/update GitHub issue |

Attributes

Types

  • 💡 idea — Something to build or create
  • 🔧 problem — Something to fix or solve
  • 🎯 challenge — Something to overcome

Status Flow

captured → exploring → developing → shipped/done
                ↓           ↓
             parked      blocked
                ↓
             dropped

Importance → Review Cycle

| Importance | Energy | Review Cycle | |------------|--------|--------------| | critical | high | daily | | critical | * | weekly | | important | high | weekly | | important | * | biweekly | | nice-to-have | * | monthly | | parked | * | quarterly |

GitHub Integration

Prerequisites

  • gh CLI installed and authenticated
  • Run gh auth login if not set up

Workflow Example

# 1. Capture idea
/idea "Build a CLI for task management"

# 2. Develop it
/idea_update abc123 --status developing

# 3. Ship it to GitHub
/idea_ship abc123

# 4. Or link to existing repo
/idea_link abc123 moinsen-dev/my-cli

# 5. Check repo status
/idea_repo abc123

# 6. Sync as GitHub issue
/idea_sync abc123

CLI Usage

# Add idea
python scripts/coach.py add "Build something cool" --type idea --importance important

# List ideas
python scripts/coach.py list
python scripts/coach.py list --due
python scripts/coach.py list --github  # Only with linked repos

# GitHub operations
python scripts/coach.py link <id> owner/repo
python scripts/coach.py ship <id> --owner moinsen-dev
python scripts/coach.py repo-status <id>
python scripts/coach.py sync-issue <id> --labels enhancement,idea

Data Storage

Ideas are stored in ~/.openclaw/idea-coach/ideas.json

Each idea tracks:

  • Basic info (title, description, type, domain)
  • Status and progress
  • Energy, urgency, importance
  • Review schedule and history
  • GitHub integration (repo, issue, sync timestamps)
  • Interaction log

Tips

  1. Capture quickly — Don't overthink the initial capture
  2. Review honestly — Use reviews to kill stale ideas
  3. Ship early — Create a repo as soon as an idea has momentum
  4. Sync issues — Use GitHub issues for detailed tracking
  5. Drop freely — A dropped idea is a decision, not a failure

Contract & API

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

Verifiedcapability-contract

Contract coverage

Status

ready

Auth

api_key

Streaming

No

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/moinsen-dev-idea-coach/snapshot"
curl -s "https://xpersona.co/api/v1/agents/moinsen-dev-idea-coach/contract"
curl -s "https://xpersona.co/api/v1/agents/moinsen-dev-idea-coach/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

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": "ready",
  "authModes": [
    "api_key"
  ],
  "requires": [
    "openclew",
    "lang:typescript"
  ],
  "forbidden": [],
  "supportsMcp": false,
  "supportsA2a": false,
  "supportsStreaming": false,
  "inputSchemaRef": "https://github.com/moinsen-dev/idea-coach#input",
  "outputSchemaRef": "https://github.com/moinsen-dev/idea-coach#output",
  "dataRegion": "global",
  "contractUpdatedAt": "2026-02-24T19:44:33.605Z",
  "sourceUpdatedAt": "2026-02-24T19:44:33.605Z",
  "freshnessSeconds": 4423932
}

Invocation Guide

{
  "preferredApi": {
    "snapshotUrl": "https://xpersona.co/api/v1/agents/moinsen-dev-idea-coach/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/moinsen-dev-idea-coach/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/moinsen-dev-idea-coach/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/moinsen-dev-idea-coach/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/moinsen-dev-idea-coach/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/moinsen-dev-idea-coach/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_OPENCLEW",
      "generatedAt": "2026-04-17T00:36:45.880Z"
    }
  },
  "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"
    }
  ],
  "flattenedTokens": "protocol:OPENCLEW|unknown|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": "Moinsen Dev",
    "href": "https://github.com/moinsen-dev/idea-coach",
    "sourceUrl": "https://github.com/moinsen-dev/idea-coach",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-04-14T22:25:14.769Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://xpersona.co/api/v1/agents/moinsen-dev-idea-coach/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/moinsen-dev-idea-coach/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-02-24T19:44:33.605Z",
    "isPublic": true
  },
  {
    "factKey": "auth_modes",
    "category": "compatibility",
    "label": "Auth modes",
    "value": "api_key",
    "href": "https://xpersona.co/api/v1/agents/moinsen-dev-idea-coach/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/moinsen-dev-idea-coach/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:44:33.605Z",
    "isPublic": true
  },
  {
    "factKey": "schema_refs",
    "category": "artifact",
    "label": "Machine-readable schemas",
    "value": "OpenAPI or schema references published",
    "href": "https://github.com/moinsen-dev/idea-coach#input",
    "sourceUrl": "https://xpersona.co/api/v1/agents/moinsen-dev-idea-coach/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:44:33.605Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/moinsen-dev-idea-coach/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/moinsen-dev-idea-coach/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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