Borrowing it
Nothing to install: this file belongs to moberghr/mtk-agent-toolkit. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/moberghr/mtk-agent-toolkit/main/.claude/skills/context-engineering/SKILL.mdgit clone --depth 1 https://github.com/moberghr/mtk-agent-toolkitWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/moberghr/mtk-agent-toolkit/context-engineering)<a href="https://agentmods.dev/skills/moberghr/mtk-agent-toolkit/context-engineering"><img src="https://agentmods.dev/badge/skills/moberghr/mtk-agent-toolkit/context-engineering/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/moberghr/mtk-agent-toolkit/context-engineering"><img src="https://agentmods.dev/badge/skills/moberghr/mtk-agent-toolkit/context-engineering.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00032 | $0.00889 |
| Opus 5.5 | $0.00013 | $0.00356 |
| Sonnet 5.5 | $0.00006 | $0.00178 |
| Haiku 4.5 | $0.00003 | $0.00089 |
Grade B, and why
context-engineering scanned grade B with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 16d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Reads agent configuration directoriesmediumAgent snooping
.claude/, .codex/, .gemini/ hold keys, settings and other credentials a mod has no legitimate need for.
if [ -f "$_rts" ]; then bash "$_rts" --explain "$PWD" 2>&1; echo; else cat .claude/tech-stack 2>/dev/null || echo "(not set)"; fi How it starts
The opening of the file, as written. The whole thing — 68 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Context Engineering
Active Stack
echo "--- Tech Stack ---"
_rts="${CLAUDE_PLUGIN_ROOT}/scripts/resolve-tech-stack.sh"; [ -f "$_rts" ] || _rts="scripts/resolve-tech-stack.sh"
if [ -f "$_rts" ]; then bash "$_rts" --explain "$PWD" 2>&1; echo; else cat .claude/tech-stack 2>/dev/null || echo "(not set)"; fi
if [ -f .claude/tech-stack-pm ]; then echo "--- Package Manager ---"; cat .claude/tech-stack-pm; fi
Overview
Load the minimum context the current phase needs, from the right stack, and refresh it when the
scope changes. The constitution (AGENTS.md / CLAUDE.md) is already loaded by the harness; do
not re-read it.
When To Use
- Phase 0 of
fix,batch-fix, andimplement, and at every later phase boundary - Entering an unfamiliar area, or when new files enter scope
Workflow
- Resolve the stack for the files in scope.
bash scripts/resolve-tech-stack.sh <path>is polyglot-aware (subproject.claude/tech-stack→ root.claude/tech-stack.mapglob → root file). Pass a representative target path, not$PWD, when the change sits in a subtree; add--check <paths>to warn when the resolved stack disagrees with the files. Then read.claude/skills/tech-stack-{stack}/SKILL.mdfor build/test commands and reference paths. If nothing resolves, infer withbash scripts/setup-detect.sh --json(read-only) and load the matching stack skill; if that is empty too, say the stack is unconfigured (suggest/mtk-setup) and continue in degraded mode. - Load references for the current phase only. Spec:
domain-finance.md(finance and security supplement, only when scope touches auth/financial/infra) and the stack's testing supplement. Implementation: the stack's## Reference Filesentries for the touched layers. Review:pre-commit-review-list.mdif present. Read by section where one section is enough. applyTomatching. Reference entries in.claude/manifest.jsonmay declare anapplyToglob array. Test each file in scope (the spec'schange_manifest, elsegit diff --name-only HEAD) against the globs withcase/fnmatchsemantics; load the references that match at least one file and skip the rest. References withoutapplyToload on demand per phase. Re-run the match when new files enter scope.- Native
paths:rules..claude/rules/*.mdcarrypaths:frontmatter and Claude Code loads a rule only when a matching file is read or edited. Do not read every rule up front; when the task needs a rule whose paths did not match (a security pass, a release), read that one file. - Read the file to be changed and 2-3 neighbours that set the local pattern.
- Independent reads go out in one message, not sequentially.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 16d ago Changed · -171 lines f4dc666a639d
- 1mo ago Changed · -7 lines 005e533263f2
- 1mo ago Changed 552166740227
- 2mo ago First seen · 246 lines · 32 tokens per session scan B 71201fced1ec
context-engineering is a skill published in the GitHub repository moberghr/mtk-agent-toolkit (9 stars, last pushed 8d ago), licensed MIT. It adds 32 tokens to every session and 889 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it B with 1 finding (reads agent configuration directories). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
Other skills, from other repositories
knowledge-ingest
Ingest documents, articles, conversations, or supplied text into Knowledge with retained originals, sourced claims, entity updates, source notes, and cross-links; also learn durable lessons from a set of conversations, transcripts, or past sessions (/learn), including the Learn from conversations and Learn from Memory…
mem0-oss-to-platform
Plan, then execute, a migration of a project from the mem0 open-source / self-hosted SDK (local Memory class) to the mem0 Platform / hosted SDK (MemoryClient). TRIGGER when: the developer wants to move, switch, or migrate mem0 off OSS/self-hosted to the hosted API, e.g. "migrate my mem0 setup to the platform", "switch…
forget
Remove a personal fact, preference, relationship detail, topic, or prior event from Muse's active memory and stop existing copies or automations from bringing it back. Use for explicit requests such as 'forget that', 'don't remember this about me', or 'remove that from your memory'. Do not use when 'forget it' merely…
Cortex
LifeOS memory, prior-session recall, and learning capture. USE WHEN capture this learning, document this learning, what did we learn recently, recent learnings, cortex, knowledge, knowledge base, search knowledge, what do we know about, archive, harvest, knowledge status, develop note, add to knowledge, add a people…
memory
Use when the user asks to remember, recall, forget, update, search, or inspect durable OpenSquilla memory, including profile facts in USER.md and long-term notes in MEMORY.md or memory//.md.
ha-data-stores
Map of Hope Agent's local data stores and safe read-only query workflow. Use when the user asks where Hope Agent stores data, wants to inspect sessions/messages/memory/logs/background jobs/knowledge indexes/settings, asks the model to query local app data, or debugging requires checking persisted state. Trigger…