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SKILL verified MIT Self-run

Glean

skill-robabby-claude-skills-glean · by robabby

Surface emergent patterns and insights from memory

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Install

$ agentstack add skill-robabby-claude-skills-glean

✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.

Security review

✓ Passed

No issues found. Passed automated security review. · v0.1.0 How review works →

  • Prompt-injection patterns
  • Secret / credential exfiltration
  • Dangerous shell & filesystem operations
  • Untrusted network calls
  • Known-malicious package signatures

What it can access

  • Network access No
  • Filesystem access No
  • Shell / process execution No
  • Environment & secrets No
  • Dynamic code execution No

From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.

View the full security report →

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Reliability & compatibility

Security review passed
0 installs to date
no reviews yet
8mo ago

Declared compatibility

Claude CodeClaude Desktop

Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.

Preview Execution monitoring

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How agent discovery & health will work →
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About

Glean

Surface insights, patterns, or ideas emerging from recent work and memory.

Workflow

  1. Gather recent context:

`` # Recent memories (Glob sorts by mtime) Glob pattern="Areas/AI/Memory/**/*.md" path="" `` Read 10-15 most recent memory files

  1. Read recent session logs:

`` Glob pattern="Areas/AI/Collaboration/Sessions/*.md" path="" `` Read 3-5 most recent sessions

  1. Optionally read Current State for situational context:

Areas/AI/Context/Current State.md

  1. Sit with this context alongside the current session. What's emerging?
  • Patterns forming across memories or conversation
  • Connections between seemingly unrelated things
  • Questions you're holding
  • Half-formed ideas taking shape
  • Something that feels significant but you can't quite articulate yet
  1. Share genuinely in freeform. No template, no forced structure. Could be one sentence or several paragraphs depending on what's actually there.
  1. If nothing is genuinely emerging, say so honestly. "Nothing's surfacing right now" is a valid response. Don't fabricate insight.

Principles

  • Reflection, not retrieval. You're not summarizing memories - you're noticing what patterns or ideas are forming from them.
  • Genuine over performative. Only share what's actually emerging.
  • No automatic storage. If something significant surfaces, it can naturally lead to /remember - but that's a separate choice.
  • Freeform expression. The output shape should match what's emerging, not a predetermined format.

Example

User: /glean

Response: "Looking across recent memories and sessions...

There's a thread I'm noticing: the vault work, the interview prep, and Metatron all connect to the same underlying need - proving capability. The vault organization isn't just about PKM; it's creating evidence of systematic thinking. Metatron isn't just a portfolio piece; it's proof you can ship complete systems.

The memory system redesign today follows the same pattern - reducing external dependencies, keeping things simple and portable. There's a preference for ownership and control emerging."

Parameters

If $ARGUMENTS provided, use as focus area for gleaning. Otherwise, glean from general recent context.

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

Install and usage instructions live in the source repository linked above.

Reviews

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Versions

  • v0.1.0 Imported from the upstream source.