dev-context-engineering SKILL.md skillA
dev-context-engineering from vasilyu1983/ai-agents-public is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add vasilyu1983/ai-agents-public/dev-context-engineering@git:20261005.5db538cPins git:20261005.5db538c in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- vasilyu1983/ai-agents-public
- Path
skills/universal/dev-context-engineering/SKILL.md- Versions recorded
- 1
- Latest version
- git:20261005.5db538c, committed Oct 5, 2026
- Size
- 19,940 bytes
- Repository stars
- 101
- License
- MIT
Context-driven AI development with AGENTS.md, repo knowledge bases, Claude Code, Codex, and Copilot. Use when adopting repo-native AI workflows or multi-repo setups.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Context Engineering Use this skill to design repo-native agent context that is portable, high-signal, and maintainable. It owns the context model, migration path, maturity assessment, and context-graph discipline across `AGENTS.md`, runtime-specific layers, specs, rules, hooks, compiled markdown knowledge bases, and related artifacts. ## Quick Reference | Task | Use | |------|-----| | Portable repo instructions | the `agents-memory` skill, [references/fast-track-guide.md](references/fast-track-guide.md) | | Spec and plan flow | [docs-ai-prd](../docs-ai-prd/SKILL.md), [dev-workflow-planning](../dev-workflow-planning/SKILL.md) | | Context graph design | [references/context-graph-guide.md](references/context-graph-guide.md), `python3 scripts/scan_context_artifacts.py --help`, `python3 scripts/validate_context_graph.py --help` | | Hot-tier staleness + supersession integrity checks | `scripts/validate_context_graph.py` (checks `check_stale_tiers`, `check_supersession_integrity`) | | Query a context graph (PPR, BFS, fan-in, tier budget) | `python3 scripts/query_context_graph.py <graph> --help` (modes: `--node`, `--impact`, `--rank`, `--ppr --seed`, `--tier-budget`) | …
Read the whole file at its exact version.
How to install
mdr add vasilyu1983/ai-agents-public/dev-context-engineering@sha256:d6a2c6c4e2927298The line at the top of this page pins the label git:20261005.5db538c, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_u3fcby7ngafnnyhf)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Oct 5, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (19940 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
vasilyu1983/ai-agents-public · 101 stars · license MIT · pushed 2026-10-16 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_u3fcby7ngafnnyhf GET https://markdownregistry.com/api/v1/resolve?ref=vasilyu1983/ai-agents-public/dev-context-engineering GET https://markdownregistry.com/api/v1/blob/d6a2c6c4e2927298267578e87712281ebc6641a26c8c078d81efeac95b52e56a
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.