strategic-compact SKILL.md skillA
strategic-compact from uzysjung/uzys-agent-harness is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add uzysjung/uzys-agent-harness/strategic-compact@git:20261012.b16ce5aPins git:20261012.b16ce5a in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- uzysjung/uzys-agent-harness
- Path
tests/fixtures/legacy-26.125/skills/strategic-compact/SKILL.md- Versions recorded
- 1
- Latest version
- git:20261012.b16ce5a, committed Oct 12, 2026
- Size
- 6,057 bytes
- Repository stars
- 3
- License
- MIT
Suggests manual context compaction at logical intervals to preserve context through task phases rather than arbitrary auto-compaction.
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
# Strategic Compact Skill Suggests manual `/compact` at strategic points in your workflow rather than relying on arbitrary auto-compaction. ## When to Activate - Running long sessions that approach context limits (200K+ tokens) - Working on multi-phase tasks (research → plan → implement → test) - Switching between unrelated tasks within the same session - After completing a major milestone and starting new work - When responses slow down or become less coherent (context pressure) ## Why Strategic Compaction? Auto-compaction triggers at arbitrary points: - Often mid-task, losing important context - No awareness of logical task boundaries - Can interrupt complex multi-step operations Strategic compaction at logical boundaries: - **After exploration, before execution** — Compact research context, keep implementation plan - **After completing a milestone** — Fresh start for next phase - **Before major context shifts** — Clear exploration context before different task ## How It Works The `suggest-compact.sh` script runs on PreToolUse (Write|Edit) and: 1. **Tracks tool calls** — Counts tool invocations in session …
Read the whole file at its exact version.
How to install
mdr add uzysjung/uzys-agent-harness/strategic-compact@sha256:6bfc63c380eb8988The line at the top of this page pins the label git:20261012.b16ce5a, 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_5sappprv2veg6ar3)
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Versions
The registry has recorded 1 version of this file, committed on Oct 12, 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 (6057 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
uzysjung/uzys-agent-harness · 3 stars · license MIT · pushed 2026-10-20 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_5sappprv2veg6ar3 GET https://markdownregistry.com/api/v1/resolve?ref=uzysjung/uzys-agent-harness/strategic-compact GET https://markdownregistry.com/api/v1/blob/6bfc63c380eb89886335ad033f759a4ff3f1b1ae2c5a143598bb628e38c6e769
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.
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