context-compression SKILL.md skillA
This file is byte-identical to the first copy the registry indexed. Same content hash, so the same checks give both the same grade.
context-compression from yeaight7/agent-powerups is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add yeaight7/agent-powerups/context-compression@git:20260515.27306a3Pins git:20260515.27306a3 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- yeaight7/agent-powerups
- Path
plugins/dev-vitals/skills/context-compression/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260515.27306a3, committed May 15, 2026
- First version recorded
- May 5, 2026
- Size
- 2,957 bytes
- Repository stars
- 8
- License
- Apache-2.0
Use when conversation context is bloated, constraints are being forgotten, or a compact handoff is needed before continuing work.
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 Compression ## When to use Use when context approaches limits or response quality degrades (repeated mistakes, forgotten constraints, lost-in-the-middle effects) — typically after many turns of debugging or complex planning. ## Requirements / Checks - Active session contains long stack traces, large file dumps, or multiple failed iterations. ## Workflow 1. **Diagnose bloat** — identify: redundant outputs (same file read multiple times), contradictory instructions that accumulated over turns, constraint forgetting (earlier requirements no longer respected). 2. **Draft summary** — synthesize the *current* valid state of the code or plan in 3–5 sentences. 3. **Extract anti-patterns** — list what failed and why: `"Attempted X → failed because Y"`. These are critical to prevent the next session from looping on the same mistakes. 4. **Generate handoff artifact** — write the following template to disk: ```markdown ## Goal [One-sentence objective] ## Current state [What is working / what is in place right now] ## Blocker / next step [The exact next action to take] ## Anti-patterns (do not repeat) - Tried X → failed because Y …
Read the whole file at its exact version.
How to install
mdr add yeaight7/agent-powerups/context-compression@sha256:5964a4017d88b2b5The line at the top of this page pins the label git:20260515.27306a3, 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_w2b4456vwcta2gom)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between May 5, 2026 and May 15, 2026, about one every 11 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260515.27306a3 latest | 2026-05-15 | 27306a3 | 2,957 B | A | view · diff |
| git:20260505.8e360ce | 2026-05-05 | 8e360ce | 2,184 B | A | view |
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 (2957 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
yeaight7/agent-powerups · 8 stars · license Apache-2.0 · pushed 2026-09-27 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_w2b4456vwcta2gom GET https://markdownregistry.com/api/v1/resolve?ref=yeaight7/agent-powerups/context-compression GET https://markdownregistry.com/api/v1/blob/5964a4017d88b2b5750f58a1f09e3f64b7689a405d13d926fd7d5fb7f968889b
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.
More from yeaight7/agent-powerups
Every file in yeaight7/agent-powerups