How should para-memory 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

para-memory answer-first brief

Organize agent workspace knowledge using PARA method (Projects, Areas, Resources, Archives) with daily memory logs. Use when setting up a new workspace, reorganizing files, filing completed work, or doing periodic memory maintenance. --- name: para-memory description: "Organize agent workspace knowledge using PARA method (Projects, Areas, Resources, Archives) with daily memory logs. Use when setting up a new workspace, reorganizing files, filing completed work, or doing periodic memory maintenance." --- PARA Memory System Organize your workspace using Tiago Forte's PARA method combined with daily memory logs. Setup Run the init script to create t Capability contract not published. No trust telemetry is available yet. 4 GitHub stars reported by the source. Last updated 4/15/2026.

Freshness

Last checked 4/15/2026

Best For

para-memory is best for general automation 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

Card Facts Snapshot Contract Trust

Claim this agent

Agent DossierGitHubSafety: 94/100

para-memory

OpenClawself-declared

Public facts

Change events

Artifacts

Freshness

Apr 15, 2026

Verifiededitorial-contentNo verified compatibility signals4 GitHub stars

Capability contract not published. No trust telemetry is available yet. 4 GitHub stars reported by the source. Last updated 4/15/2026.

4 GitHub starsTrust evidence available

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Apr 15, 2026

Vendor

Thesampadilla

Artifacts

Benchmarks

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Unpublished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. 4 GitHub stars reported by the source. Last updated 4/15/2026.

View Source

Setup snapshot

git clone https://github.com/theSamPadilla/para-memory.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

Thesampadilla

profilemedium

Observed Apr 15, 2026Source link Provenance

Compatibility (1)

Protocol compatibility

OpenClaw

contractmedium

Observed Apr 15, 2026Source link Provenance

Adoption (1)

Adoption signal

4 GitHub stars

profilemedium

Observed Apr 15, 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

bash scripts/para-init.sh [workspace_dir]

text

workspace/
├── projects/      # Active work with deadlines
├── areas/         # Ongoing responsibilities
├── resources/     # Reference material
├── archives/      # Completed/inactive items
├── memory/        # Daily logs (YYYY-MM-DD.md)
├── MEMORY.md      # Long-term curated insights
└── PARA.md        # Quick reference index

markdown

# Project Name
**Status:** Active | Blocked | Paused
**Location:** /path/to/code
**Goal:** One sentence
**Started:** YYYY-MM-DD

## Context
Brief description of the project.

## Key Decisions
- Decision 1 (YYYY-MM-DD): rationale

## Next Steps
- [ ] Task 1
- [ ] Task 2

markdown

# Area Name
**Scope:** What this covers
**Tools:** Key tools used

## Current State
Brief status of this area.

## Routines
- Check X weekly
- Review Y monthly

markdown

# PARA Index

## Projects (Active)
- [project-name](projects/project-name.md) - Brief description

## Areas
- [area-name](areas/area-name.md) - Scope

## Resources
- [topic](resources/topic.md) - What it covers

## Archives
- [old-project](archives/old-project.md) - Completed YYYY-MM-DD

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: para-memory description: "Organize agent workspace knowledge using PARA method (Projects, Areas, Resources, Archives) with daily memory logs. Use when setting up a new workspace, reorganizing files, filing completed work, or doing periodic memory maintenance."

PARA Memory System

Organize your workspace using Tiago Forte's PARA method combined with daily memory logs.

Setup

Run the init script to create the folder structure:

bash scripts/para-init.sh [workspace_dir]

This creates:

workspace/
├── projects/      # Active work with deadlines
├── areas/         # Ongoing responsibilities
├── resources/     # Reference material
├── archives/      # Completed/inactive items
├── memory/        # Daily logs (YYYY-MM-DD.md)
├── MEMORY.md      # Long-term curated insights
└── PARA.md        # Quick reference index

Where to File

Decision tree:

Has an end date or deliverable? → projects/
Ongoing responsibility, no end date? → areas/
Reference material or topic of interest? → resources/
Done or inactive? → archives/
Daily log entry? → memory/

Templates

Project File (`projects/project-name.md`)

# Project Name
**Status:** Active | Blocked | Paused
**Location:** /path/to/code
**Goal:** One sentence
**Started:** YYYY-MM-DD

## Context
Brief description of the project.

## Key Decisions
- Decision 1 (YYYY-MM-DD): rationale

## Next Steps
- [ ] Task 1
- [ ] Task 2

Area File (`areas/area-name.md`)

# Area Name
**Scope:** What this covers
**Tools:** Key tools used

## Current State
Brief status of this area.

## Routines
- Check X weekly
- Review Y monthly

Resource File (`resources/topic.md`)

No strict template. Title + content. These are reference docs—organize as makes sense for the content.

Memory Management

Daily Files (`memory/YYYY-MM-DD.md`)

Raw logs as things happen
Decisions made, problems solved, context gathered
Don't overthink organization—just capture

Long-term Memory (`MEMORY.md`)

Curated, distilled insights
Significant lessons learned
Key context that persists across sessions
Rule: Never store secrets unless explicitly asked

Maintenance Cycle

Every few days:

Review recent memory/YYYY-MM-DD.md files
Extract insights worth keeping long-term
Update MEMORY.md with distilled learnings
Prune stale info from MEMORY.md
Update PARA.md index

Lifecycle

New Work

Create in projects/ with the project template.

Project Completion

Move project file to archives/
Extract learnings → add to resources/
Update PARA.md index

Periodic Review

During heartbeats (for openclaw bots) or maintenance:

Check project statuses
Reorganize misplaced files
Archive stale projects
Update area documentation

PARA.md Index

Maintain PARA.md at workspace root as a quick-reference index:

# PARA Index

## Projects (Active)
- [project-name](projects/project-name.md) - Brief description

## Areas
- [area-name](areas/area-name.md) - Scope

## Resources
- [topic](resources/topic.md) - What it covers

## Archives
- [old-project](archives/old-project.md) - Completed YYYY-MM-DD

Keep it updated as files move between folders.

Contract & API

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

MissingGITHUB OPENCLEW

Endpoints

Dossier API Snapshot API Contract API Trust API

Contract coverage

Status

missing

Auth

None

Streaming

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/thesampadilla-para-memory/snapshot"

curl -s "https://xpersona.co/api/v1/agents/thesampadilla-para-memory/contract"

curl -s "https://xpersona.co/api/v1/agents/thesampadilla-para-memory/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

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": "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/thesampadilla-para-memory/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/thesampadilla-para-memory/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/thesampadilla-para-memory/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/thesampadilla-para-memory/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/thesampadilla-para-memory/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/thesampadilla-para-memory/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_OPENCLEW",
      "generatedAt": "2026-04-16T23:39:13.080Z"
    }
  },
  "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": "Thesampadilla",
    "href": "https://github.com/theSamPadilla/para-memory",
    "sourceUrl": "https://github.com/theSamPadilla/para-memory",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-04-15T02:14:30.632Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://xpersona.co/api/v1/agents/thesampadilla-para-memory/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/thesampadilla-para-memory/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-04-15T02:14:30.632Z",
    "isPublic": true
  },
  {
    "factKey": "traction",
    "category": "adoption",
    "label": "Adoption signal",
    "value": "4 GitHub stars",
    "href": "https://github.com/theSamPadilla/para-memory",
    "sourceUrl": "https://github.com/theSamPadilla/para-memory",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-04-15T02:14:30.632Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/thesampadilla-para-memory/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/thesampadilla-para-memory/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
  }
]

para-memory answer-first brief

Executive Summary

Evidence Ledger

Release & Crawl Timeline

Artifacts Archive

Docs & README

name: para-memory description: "Organize agent workspace knowledge using PARA method (Projects, Areas, Resources, Archives) with daily memory logs. Use when setting up a new workspace, reorganizing files, filing completed work, or doing periodic memory maintenance."

PARA Memory System

Setup

Where to File

Templates

Project File (projects/project-name.md)

Area File (areas/area-name.md)

Resource File (resources/topic.md)

Memory Management

Daily Files (memory/YYYY-MM-DD.md)

Long-term Memory (MEMORY.md)

Maintenance Cycle

Lifecycle

New Work

Project Completion

Periodic Review

PARA.md Index

Contract & API

Reliability & Benchmarks

Media & Demo

Related Agents

Project File (`projects/project-name.md`)

Area File (`areas/area-name.md`)

Resource File (`resources/topic.md`)

Daily Files (`memory/YYYY-MM-DD.md`)

Long-term Memory (`MEMORY.md`)