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- Stars
- 6.4k
- Forks
- 400
- Updated
- Jun 24, 2026
repo --stat
stars
6.4k
forks
400
last update
Jun 24, 2026
license
MITv1.2.0
quickstart.sh
3 steps
- Install
// Drops SKILL.md into ~/.claude/skills/
$ claude skills add context-engineering-agents - Invoke
// Run from any project directory
$ claude --skill context-engineering-agents "fine-tune on this CSV" - Or copy this from the README
// extracted bash block
$ claude skills add context-engineering-agents
context-engineering-agents/
references
- references/
- SKILL.mdopen
- README.mdopen
SKILL.md
readonly
- name:
- Context Engineering Agents
- slug:
- context-engineering-agents
- version:
- v1.2.0
- license:
- MIT
- author:
- @contextcraft
- categories:
- tags:
- #context-engineering#ai-agents#context-window#memory#agents-md
- description:
Engineer agent context: token budgets, dynamic selection, compression, memory tiering, and drift monitoring for long runs.
features.md
6 capabilities
// What you can do with it
- Token budgeting. Assigns explicit budgets to system prompt, tool defs, retrieved chunks, and history; uses a tokenizer (e.g. anthropic.count_tokens, tiktoken) to enforce them before each call.
- AGENTS.md as shared context. Treats a repo-root AGENTS.md as the single source of cross-tool instructions, conventions, and project facts that every agent reads.
- Dynamic selection & retrieval. Scores and pulls only relevant docs/snippets per step instead of stuffing everything in.
- Summarization-based compaction. Replaces old turns with rolling summaries when usage crosses a threshold, preserving decisions while dropping transcript bulk.
- Memory tiering. Separates working memory (current step), short-term (recent turns), and long-term (vector/KV store) with explicit promotion/eviction rules.
- Drift monitoring. Periodically checks current behavior against the stated objective and flags divergence.
README.md
context-engineering-agents/README.md
7 sections
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