PRD-driven-context-engineering: PRD-Led Context Engineering — Memory as Infrastructure

by mattgierhart · Claude Skill · ★ 194

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

Security audit verdict: SAFE · quality 57/100

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. Full audit →

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-skillsagentic-codingai-agentsai-assistedclaudeclaude-codeclaude-code-skillscontext-engineeringdeveloper-toolsprd

Quick Facts

Stars194
Forks9
LanguageHTML
CategoryClaude Skill
LicenseMIT
Quality Score57/100
Open Issues9
Last Updated2026-08-19
Created2025-07-10
Platformsclaude-code
Est. Tokens~15k

About PRD-driven-context-engineering

PRD-Led Context Engineering Memory as Infrastructure — an operating system for building products with AI agents Your AI partner is brilliant in one session and amnesiac by the next. This repository is the fix: a fork-ready methodology that turns documentation into a knowledge graph humans and AI navigate together — so the 50th session is smarter than the 1st.

Compatible Skills

These tools work well together with PRD-driven-context-engineering for enhanced workflows:

  • goal-workflow — semantic(0.28)+complementary+same_lang+similar_pop+shared_platform (60%)
  • prd-taskmaster — semantic(0.41)+complementary+rare_topics+similar_pop+shared_platform (59%)
  • pm-claude-skills — semantic(0.24)+complementary+same_lang+similar_pop+shared_platform (58%)
  • personal-corp-os — semantic(0.24)+complementary+same_lang+similar_pop+shared_platform (58%)

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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:

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