drift_summary
Summarize last 7 days of compass drift events · alert distribution + top 5 negative drifts · pure read-only · NO LLM.
Skill by chunxiaoxx
Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/chunxiaoxx-drift-summary
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
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About
Use cases: ml
Reviews
Write a reviewNo reviews yet. Installed it? Reviews come from verified installers only. How reviews work
Permissions
What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.
- Tools
- No tools found
- Secrets
- None asked for
- Install scripts
- None found
- Runs as
- Python package
Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/drift-summary
What's inside
- Skill name
drift_summary- Description
- Summarize last 7 days of compass drift events · alert distribution + top 5 negative drifts · pure read-only · NO LLM.
- License
- NOASSERTION
- Instructions
- 18 lines in SKILL.md · view on GitHub
Before installing
- Ships executable scripts
Agent Skills spec issues
- name: only lowercase letters, digits and single hyphens allowed
Files (2)
- SKILL.md
- handler.py
The license isn't open source, so the instructions aren't shown here. Read SKILL.md on GitHub
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Use when the user is about to rely on prior session memory for a non-trivial decision, or when something feels off about a recall hit — runs the Merkle chain…
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lifecycle_report
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Scan project memory for v1.7.1 lifecycle frontmatter · report tier distribution + promotion candidates (reinforce_count >= promote_after) · NO LLM.
SkillAFreshness: A★ 1.3KClaude Code +9 - 0.730score
Nautilus Compass Memory
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Local-first long-term memory for AI agents, with byte-recomputable signed verification receipts.
ConnectorAFreshness: ARemoteLocal★ 1.3K↓ 83/wkClaude Code +5 - 0.696score
echo_demo
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Tiny demo skill for 5-step cycle verification · echoes input · concept stage starting point.
SkillAFreshness: A★ 1.3KClaude Code +9 - 0.696score
session_audit
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Scan project memory · age distribution + ungrouped count (L1 build readiness) + per-namespace entity stats · NO LLM.
SkillAFreshness: A★ 1.3KClaude Code +9
Signals
- Stars
- 1,254
- Forks
- 35
- Open issues
- 22
- Contributors
- 5
- Last commit (this folder)
- May 22, 2026 (5 months ago)
- Last release
- Oct 4, 2026 (24 days ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- NOASSERTION
- Repository
- github.com/chunxiaoxx/nautilus-compass
- Website
- compass.nautilus.social
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
More from chunxiaoxx
- 0.818score
nautilus-compass-memory
chunxiaoxx
Local-first long-term memory for AI agents via MCP — zero LLM calls at write time, typed retrieval at read time.
SkillAFreshness: A★ 1.3KClaude Code +9 - 0.818score
compass-integrity
chunxiaoxx
Use when the user is about to rely on prior session memory for a non-trivial decision, or when something feels off about a recall hit — runs the Merkle chain…
SkillAFreshness: A★ 1.3KClaude Code +9 - 0.809score
lifecycle_report
chunxiaoxx
Scan project memory for v1.7.1 lifecycle frontmatter · report tier distribution + promotion candidates (reinforce_count >= promote_after) · NO LLM.
SkillAFreshness: A★ 1.3KClaude Code +9 - 0.730score
Nautilus Compass Memory
chunxiaoxx
Local-first long-term memory for AI agents, with byte-recomputable signed verification receipts.
ConnectorAFreshness: ARemoteLocal★ 1.3K↓ 83/wkClaude Code +5 - 0.696score
echo_demo
chunxiaoxx
Tiny demo skill for 5-step cycle verification · echoes input · concept stage starting point.
SkillAFreshness: A★ 1.3KClaude Code +9 - 0.696score
session_audit
chunxiaoxx
Scan project memory · age distribution + ungrouped count (L1 build readiness) + per-namespace entity stats · NO LLM.
SkillAFreshness: A★ 1.3KClaude Code +9
Cite this page
drift_summary skill. Agent Mart. https://agentmart.dev/skills/chunxiaoxx-drift-summary (last updated 2026-10-24)