Chalk Labs
Need help deploying context-compact?
Chalk Labs sets up agents like this inside real teams: connected to your tools, tested on your data, with a human in the loop where it matters.
Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/andr3xdev-context-compact
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
Get the weekly diff
The weekly diff: one email a week with new agent tools, notable updates and grade changes, plus security alerts for tools you follow. Double opt-in, one-click unsubscribe.
About
Reviews
Write a reviewNo reviews yet. Installed it? Reviews come from verified installers only. How reviews work
Permissions
What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.
- Tools
- No tools found
- Secrets
- None asked for
- Install scripts
- None found
Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/context-compact
What's inside
- Skill name
context-compact- Description
- Trigger: compact, clear, context reset, save state. Preserve active session state to Engram before losing context.
- License
- MIT
- Metadata
- author: custom · version: 1.0
- Instructions
- 55 lines in SKILL.md · view on GitHub
Files (1)
- SKILL.md
SKILL.md (first lines)
## Activation Contract Use this skill BEFORE any context loss event: /compact, /clear, session ending, or when the agent detects context window pressure. Compaction counts as a handoff (`engram-protocol.md`). ## Hard Rules - Save before the reset happens — after is too late. - Save only durable knowledge or pending work. Nothing durable: skip the save. - Never save SDD artifacts or state to Engram. They live in OpenSpec; the change folder's `state.yaml` carries phase and progress. ## Execution Steps 1. Decide: did the session produce decisions, root-cause fixes, discoveries, preferences, or unfinished work? No: skip to step 3. 2. Call `mem_session_summary` with Goal / Instructions / Discoveries / Accomplished / Next Steps / Relevant Files (file paths, decisions, blockers). For an active SDD change, point to its change folder in Next Steps; do not copy its state. 3. Run the compact/clear. Afterwards call `mem_context` and continue from it. ## Output Contract Return one line: summary saved (what can be recovered) or skipped (nothing durable). Name any state that could not be preserved (e.g. unsaved file edits).
From Andr3xDev/nuytek-harness, MIT.
More from Andr3xDev/nuytek-harness
- 0.567score
judgment-day
custom
Trigger: judgment day, dual review, adversarial review.
SkillAFreshness: AClaude Code +9 - 0.561score
zenhub-issue
custom
Trigger: zenhub, zenhub epic, zenhub goal, zenhub task, planning issue.
SkillAFreshness: AClaude Code +9 - 0.561score
release-notes
custom
Trigger: release notes, GitHub release, changelog entry, release message.
SkillAFreshness: AClaude Code +9 - 0.561score
md-style-guide
custom
Trigger: producing Markdown, document, report, README, planning file, SDD artifact, issue, PR, or release body.
SkillAFreshness: AClaude Code +9 - 0.561score
github-pr
custom
Trigger: PR description, pull request body, open a PR.
SkillAFreshness: AClaude Code +9 - 0.561score
linear-issue
custom
Trigger: linear issue, linear ticket, linear task, linear project, linear initiative.
SkillAFreshness: AClaude Code +9 - 0.561score
github-issue
custom
Trigger: github issue, bug report, feature request, open an issue.
SkillAFreshness: AClaude Code +9 - 0.557score
skill-registry
custom
Trigger: update skills, skill registry, refresh skills, or role skill policy.
SkillAFreshness: AClaude Code +9 - 0.521score
event-schema
custom
Trigger: domain event, event schema, event-driven, emits event.
SkillBFreshness: BClaude Code +9 - 0.516score
refactoring-techniques
Andr3xDev
Refactoring is a systematic process of improving code without creating new functionality that can transform a mess into clean code and simple design.
SkillBFreshness: BClaude Code +9 - 0.479score
senior-architect
Andr3xDev
Reference skill for software architecture decisions.
SkillCFreshness: CClaude Code +9 - 0.409score
software-design-patterns
Andr3xDev
Reference skill for software design patterns.
SkillDFreshness: DClaude Code +9
Signals
- Stars
- 0
- Forks
- 0
- Open issues
- 0
- Last commit (this folder)
- Sep 1, 2026 (1 month ago)
From GitHub (fetched Oct 24, 2026).
Details
- Version
- 1.0
- License
- MIT
- Repository
- github.com/Andr3xDev/nuytek-harness
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
More from custom
- 0.567score
judgment-day
custom
Trigger: judgment day, dual review, adversarial review.
SkillAFreshness: AClaude Code +9 - 0.561score
linear-issue
custom
Trigger: linear issue, linear ticket, linear task, linear project, linear initiative.
SkillAFreshness: AClaude Code +9 - 0.561score
zenhub-issue
custom
Trigger: zenhub, zenhub epic, zenhub goal, zenhub task, planning issue.
SkillAFreshness: AClaude Code +9 - 0.561score
github-issue
custom
Trigger: github issue, bug report, feature request, open an issue.
SkillAFreshness: AClaude Code +9 - 0.561score
github-pr
custom
Trigger: PR description, pull request body, open a PR.
SkillAFreshness: AClaude Code +9 - 0.561score
md-style-guide
custom
Trigger: producing Markdown, document, report, README, planning file, SDD artifact, issue, PR, or release body.
SkillAFreshness: AClaude Code +9
Done for you
Rather not set it up yourself?
Chalk Labs scopes, builds and runs agents for your team: the task audit, the eval harness, the integrations and the weekly ops report. Fixed scope, priced before we start.
See how we build AI agents →Read the case studies
Chalk Labs is a two-founder AI and growth studio. We build AI agents, CRMs and MVPs for Web3 and AI companies, and have shipped 50+ product and token launches.
- launches shipped
- 50+
- launches shipped
- media placements
- 500+
- media placements
- founders on every account
- 2
- founders on every account
Press we've placed: Forbes · CoinDesk · Decrypt · Cointelegraph · The Block
Rahil Jain, Co-founder, Chalk Labs. Ex-Goldman Sachs engineer. You talk to the person who builds it.
Get context-compact running in your business
Tell us what you want to automate. A founder replies within one working day with a plan, not a pitch deck.
Cite this page
context-compact skill. Agent Mart. https://agentmart.dev/skills/andr3xdev-context-compact (last updated 2026-10-24)