jnpiyush/agentx · .github/skills/ai-systems/context-management/SKILL.md

context-management skillA

context-management is agent-read markdown (skill) from jnpiyush/agentx: Manage LLM context windows efficiently. Use when implementing context compaction, conversation summarization, token budget management, sliding window strategies, or optimizing prompt length for cost and quality..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add jnpiyush/agentx/context-management@v1.0.0
Exact content
mdr add jnpiyush/agentx/context-management@sha256:66a59f0235c94a5d

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_w6uo5okt6navksvi.svg)](https://markdownregistry.com/a/art_w6uo5okt6navksvi)

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Versions

versioncommittedcommitsizeaudit
v1.0.0 latest2026-09-15 f17c505 10,773 BA view · diff
v1.0.02026-09-03 b3f2610 10,769 BA view · diff
v1.0.02026-03-01 969f335 10,438 BA view · diff
v1.0.02026-03-01 bb11a09 9,463 BA view · diff
v1.0.02026-03-01 ac76f34 9,453 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (10773 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

GitHub

jnpiyush/agentx · 16 stars · license Apache-2.0 · pushed 2026-09-18 · branch master

API

GET https://markdownregistry.com/api/v1/artifacts/art_w6uo5okt6navksvi
GET https://markdownregistry.com/api/v1/resolve?ref=jnpiyush/agentx/context-management
GET https://markdownregistry.com/api/v1/blob/66a59f0235c94a5db3f053124292cb4bbc9b70e87b3f03a35a7dcce487e11d25