feature-track: Repo-native shared memory for AI coding agents

by JunsW · Codex Skill · ★ 107

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

How to install feature-track

npx skills add JunsW/feature-track
/plugin marketplace add JunsW/feature-track

Taken from the project's README on GitHub.

Security audit verdict: SAFE · quality 56/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours.

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

agent-contextaiai-agent-memoryclaude-codecodexcoding-agentsspec-driven-development

Quick Facts

Stars107
Forks2
LanguagePython
CategoryCodex Skill
LicenseMIT
Quality Score56/100
Last Updated2026-07-16
Created2026-07-06
Platformsclaude-code, codex, python
Est. Tokens~3k

About feature-track

Feature Track Lightweight, repo-native shared memory for AI coding agents. Feature Track keeps Codex, Claude Code, and other AI coding tools aligned on each long-lived feature: its status, source-of-truth docs, decisions, risks, and recent changes. Spec frameworks help agents plan the next change. Feature Track helps agents remember the feature.

Compatible Skills

These tools work well together with feature-track for enhanced workflows:

  • claude-smart — semantic(0.29)+complementary+rare_topics+same_lang+similar_pop+shared_platform (65%)
  • agent-memory-vault — semantic(0.35)+complementary+same_lang+similar_pop+shared_platform (62%)
  • GateMem — semantic(0.33)+complementary+same_lang+similar_pop+shared_platform (62%)

feature-track alternative? Top 6 similar tools

Looking for a feature-track alternative? If you're comparing feature-track with other codex skill tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

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  • ownmem by grpcer · ⭐ 428

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  • mainline by mainline-org · ⭐ 199

    Git-native memory for coding agents. Repo memory before the diff.

  • recallium by recallium-ai · ⭐ 57

    Engineering memory for coding agents: the decisions, fixes and constraints behind your code, with who recorded

  • kindly-web-search-mcp-server by Shelpuk-AI-Technology-Consulting · ⭐ 398

    Kindly Web Search MCP Server: Web search + robust content retrieval for AI coding tools (Claude Code, Codex, C

  • mcp-linker by milisp · ⭐ 345

    Manage MCP servers, skills and plugins across Claude Code, Codex, Cursor and more. Built-in marketplace, one-c

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

View on GitHub → Browse Codex Skill tools