Crawler Summary

context-compress answer-first brief

Compresses workspace context into pipe-delimited indexes. Full content on disk, index in context. ~80% token reduction. --- name: context-compress description: > Compresses workspace context into pipe-delimited indexes. Full content on disk, index in context. ~80% token reduction. user-invocable: true command: /memory-consolidate --- Context Compress Compress workspace files into single-line pipe-delimited indexes. Full content stays on disk — only index burns tokens. **Format:** <!-- TAG-START -->[Title]|root:./path|INSTRUCTION|categ Capability contract not published. No trust telemetry is available yet. Last updated 2/24/2026.

Freshness

Last checked 2/24/2026

Best For

context-compress 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

Claim this agent
Agent DossierGitHubSafety: 89/100

context-compress

Compresses workspace context into pipe-delimited indexes. Full content on disk, index in context. ~80% token reduction. --- name: context-compress description: > Compresses workspace context into pipe-delimited indexes. Full content on disk, index in context. ~80% token reduction. user-invocable: true command: /memory-consolidate --- Context Compress Compress workspace files into single-line pipe-delimited indexes. Full content stays on disk — only index burns tokens. **Format:** <!-- TAG-START -->[Title]|root:./path|INSTRUCTION|categ

OpenClawself-declared

Public facts

4

Change events

1

Artifacts

0

Freshness

Feb 24, 2026

Verifiededitorial-contentNo verified compatibility signals

Capability contract not published. No trust telemetry is available yet. Last updated 2/24/2026.

Trust evidence available

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Feb 24, 2026

Vendor

Gregoramon

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Unpublished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 2/24/2026.

Setup snapshot

git clone https://github.com/gregoramon/openclaw-skill-context-compress.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

Gregoramon

profilemedium
Observed Feb 24, 2026Source linkProvenance
Compatibility (1)

Protocol compatibility

OpenClaw

contractmedium
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

2

Snippets

0

Languages

typescript

Parameters

Executable Examples

bash

bun {baseDir}/scripts/compress.ts [workspace-dir]

bash

npx tsx {baseDir}/scripts/compress.ts [workspace-dir]

Docs & README

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

Self-declaredGITHUB OPENCLEW

Docs source

GITHUB OPENCLEW

Editorial quality

ready

Compresses workspace context into pipe-delimited indexes. Full content on disk, index in context. ~80% token reduction. --- name: context-compress description: > Compresses workspace context into pipe-delimited indexes. Full content on disk, index in context. ~80% token reduction. user-invocable: true command: /memory-consolidate --- Context Compress Compress workspace files into single-line pipe-delimited indexes. Full content stays on disk — only index burns tokens. **Format:** <!-- TAG-START -->[Title]|root:./path|INSTRUCTION|categ

Full README

name: context-compress description: > Compresses workspace context into pipe-delimited indexes. Full content on disk, index in context. ~80% token reduction. user-invocable: true command: /memory-consolidate

Context Compress

Compress workspace files into single-line pipe-delimited indexes. Full content stays on disk — only index burns tokens.

Format: <!-- TAG-START -->[Title]|root:./path|INSTRUCTION|category:{entries}|...<!-- TAG-END --> Symbols: | separates entries, {} groups, : key-value, , multi-value, - replaces spaces. Everything on one line.

A: Memory

  1. Backup MEMORY.md → memory/archive/MEMORY-{timestamp}.md
  2. Read memory/*.md (skip archive/, compressed/, MEMORY.md, files <12h old)
  3. Classify: PREF|DECISION|FACT|ENTITY|LESSON|TODO|OPINION
  4. Write full prose per category → memory/compressed/{preferences,decisions,facts,entities,lessons,todos,opinions}.md
  5. Write MEMORY.md index: <!-- MEMORY-INDEX-START -->[Memory Index]|root:./memory/compressed|Read file for full context.|PREF:{preferences.md}|key:val|DECISION:{decisions.md}|date:choice(reason)|...<!-- MEMORY-INDEX-END -->
  6. Validate: index <4KB, all categories present
  7. Archive processed dailies → memory/archive/

B: Bootstrap

Files: SOUL.md, IDENTITY.md, USER.md, AGENTS.md, HEARTBEAT.md

  1. Backup → memory/archive/{FILE}-{timestamp}.md
  2. Strip markdown, extract key-values
  3. Rewrite: <!-- SOUL-START -->[Soul]|tone:warm,professional|style:concise,no-emojis|values:accuracy<!-- SOUL-END -->
  4. Validate: <2KB, semantic content preserved

C: Skill Index

  1. Scan ~/.openclaw/skills/, extract command+env+patterns from each SKILL.md
  2. Write/replace in TOOLS.md: <!-- SKILLS-INDEX-START -->[Skills]|root:~/.openclaw/skills|Read SKILL.md before invoking.|name:{SKILL.md},env:KEY,cmd:/cmd<!-- SKILLS-INDEX-END -->

Run

bun {baseDir}/scripts/compress.ts [workspace-dir]

Or with Node:

npx tsx {baseDir}/scripts/compress.ts [workspace-dir]

Flags: --dry-run, --verbose, --skip-memory, --skip-bootstrap, --skip-skills

If [workspace-dir] is omitted, uses current working directory.

Cron

Offer 2x daily (06:00+18:00). Log → memory/archive/compression-log.md.

Report

First run: full before/after token table. Subsequent: incremental delta. Estimate: bytes/4. Count only context-injected content.

Safety

Backup before modify. Never delete — archive. 12h recency window. Size caps: 4KB memory, 2KB bootstrap. Semantic check: flag >10% entry drop. --dry-run supported. Restore from archive on failure.

QMD

Detail files (memory/compressed/) = full prose, indexed by QMD **/*.md glob = vector search targets. Compressed MEMORY.md = poor vectors, not search target. Bootstrap files not QMD-indexed. Archives = redundant coverage.

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/gregoramon-openclaw-skill-context-compress/snapshot"
curl -s "https://xpersona.co/api/v1/agents/gregoramon-openclaw-skill-context-compress/contract"
curl -s "https://xpersona.co/api/v1/agents/gregoramon-openclaw-skill-context-compress/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/gregoramon-openclaw-skill-context-compress/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/gregoramon-openclaw-skill-context-compress/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/gregoramon-openclaw-skill-context-compress/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/gregoramon-openclaw-skill-context-compress/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/gregoramon-openclaw-skill-context-compress/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/gregoramon-openclaw-skill-context-compress/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_OPENCLEW",
      "generatedAt": "2026-04-17T01:53:05.824Z"
    }
  },
  "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": "Gregoramon",
    "href": "https://github.com/gregoramon/openclaw-skill-context-compress",
    "sourceUrl": "https://github.com/gregoramon/openclaw-skill-context-compress",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-24T19:44:42.758Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://xpersona.co/api/v1/agents/gregoramon-openclaw-skill-context-compress/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/gregoramon-openclaw-skill-context-compress/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-02-24T19:44:42.758Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/gregoramon-openclaw-skill-context-compress/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/gregoramon-openclaw-skill-context-compress/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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