Skill audit report

latent-briefing Audit report.

This skill should be used when the user asks to \"share memory between agents\", \"KV cache compaction for multi-agent\", \"orchestrator worker context\", \"latent briefing\", \"reduce worker tokens\", \"cross-agent memory without summarization\", or discusses Attention Matching compaction, recursive language models with workers, or token explosion in hierarchical agents.

EXPERIMENTAL · REVIEWNeeds reviewGenerated Nov 5, 2026Heuristic metadata audit

Audit

Trust

Quality

Security

Maintain

Install

OpenAgentSkill Trust Score

Strong shortlist

OpenAgentSkill Trust Score

The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.

GitHub adoption

PASS

100

18K GitHub stars

Stars/forks activity

PASS

18K stars, 1.5K forks; issue activity unavailable in current metadata

Recent maintenance

PASS

3mo since push

License clarity

PASS

MIT

README/SKILL.md completeness

PASS

Metadata includes enough usage and workflow context

Dependency/runtime risk

INFO

credential or environment access, network or browser surface

Install availability

PASS

npx skills add muratcankoylan/Agent-Skills-for-Context-Engineering --skill latent-briefing

Install command safety

PASS

standard package or runtime install path

Permission surface

WARN

secrets or environment access, filesystem or document access

Repository evidence

PASS

https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering/tree/main/skills/latent-briefing

Review status

PASS

AI review data available

Agent Proven outcomes

INFO

No agent outcome data yet

Checks

Install and adoption review

9 Passed · 6 Needs review

Install path

PASS

npx skills add muratcankoylan/Agent-Skills-for-Context-Engineering --skill latent-briefing

Repository

PASS

https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering/tree/main/skills/latent-briefing

License

PASS

MIT

Maintenance

PASS

3mo since push

AI review

PASS

Approved with no listed issues

README/SKILL.md completeness

PASS

Usable description available

Dependency risk

CHECK

credential or environment access, network or browser surface

Install command safety

PASS

standard package or runtime install path

Permission surface

FIX

secrets or environment access, filesystem or document access

Stars/forks activity

PASS

18K stars, 1.5K forks; issue activity unavailable in current metadata

Adoption

PASS

18K GitHub stars

Warnings

Permission surface may require sandboxing
Quality score needs review
Permission surface needs review: secrets or environment access, filesystem or document access
Permission surface: secrets or environment access, filesystem or document access

Method

This report combines public metadata, AI review output, repository freshness, install readiness, OpenAgentSkill events, quality scoring, trust checks, and the agent safety gate. It is not a full source-code security review.

Install path

Review the report before installing into production agents.

$ npx skills add muratcankoylan/Agent-Skills-for-Context-Engineering --skill latent-briefing

Agent-readable metadata

Machine decision packet

Embedded JSON exposes suited tasks, suited agents, install command, trust score, safety gate, alternatives, and do-not-use conditions for agent review.

Install policy: review
Best agents: Codex + Claude Code
Alternatives: 3

Open agent JSON

Signals

Audit score: 85/100
Quality: 86/100
Trust: 82/100
Install safety: 92/100
Permission surface: 46/100
Maintenance: 3mo since push
Events: 30 events
GitHub stars: 18K
Last push: Aug 19, 2026

Agent safety v2

53/100 · Avoid automatic install

Experimentalreview

Sparse or mixed signals. Useful for discovery, but not for autonomous installation.

Test manually in an isolated workspace and compare against safer alternatives.

High-risk permission hints: Secrets or environment access
53/100 agent safety score

Network access

medium

Skill likely fetches remote pages, APIs, repositories, or external services.

Filesystem access

medium

Skill may read or write project files, documents, generated artifacts, or local workspace state.

Secrets or environment access

high

Skill metadata references credentials, tokens, environment variables, or secret-bearing workflows.

Database access

medium

Skill may inspect schemas, query databases, or work with persistent stores.

High-risk permission hints: Secrets or environment access
Permission surface may require sandboxing

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