skill-authoring
Fixed reference handed to every mutator agent — the core loop (billing model, per-round process, generality, critic rules) embedded in every mutate prompt…
Skill by maxlbchung
Chalk Labs
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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/maxlbchung-skill-authoring
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.
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About
Use cases: agent-building
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/skill-authoring
What's inside
- Skill name
skill-authoring- Description
- Fixed reference handed to every mutator agent — the core loop (billing model, per-round process, generality, critic rules) embedded in every mutate prompt, with detail files (scoring, scripts, structure/splitting) staged read-only at ../guide/ and read on demand. Never mutated; lives beside the agent, not with the genomes.
- License
- unknown
- Instructions
- 55 lines in SKILL.md · view on GitHub
Files (4)
- SKILL.md
- scoring.md
- scripts.md
- structure.md
The license isn't open source, so the instructions aren't shown here. Read SKILL.md on GitHub
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Careful reading, navigation, and cell-exact reasoning over data tables of any size or serialization.
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db-and-artifacts
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Query mutator.db (runs, attempts, evaluations, cells, tests, genomes, excerpts) and navigate on-disk artifacts (genomes/, evals/, mutator-work/, .briefing.md).
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dev-workflow
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Editing, testing, and debugging the skill-mutator codebase - server restart rules, zero-spend verification with fakes, test conventions, env seams, design…
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babysit
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Supervise a mutation run round-by-round — launch with a single round (or attach to the run already active), judge each completed round, extend one round at a…
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canitedit
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Apply a requested change to existing code — fix a bug, add a capability, or adjust behavior — delivering the complete edited version with everything not named…
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run-lifecycle
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Launch, monitor, stop, resume, or extend a mutation run; check whether a run is happening right now; interpret run status and cost.
SkillCFreshness: CClaude Code +9
Signals
- Stars
- 0
- Forks
- 0
- Open issues
- 0
- Last commit (this folder)
- Jul 15, 2026 (3 months ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- License unknown
- Repository
- github.com/maxlbchung/skill-mutator
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
More from maxlbchung
- 0.524score
benchmark-to-suite
maxlbchung
Convert an external benchmark into a skill folder with train/test eval suites for the mutation loop.
SkillBFreshness: BClaude Code +9 - 0.516score
dscodebench
maxlbchung
Implementing data-science functions in Python (numpy/pandas/scipy/sklearn ecosystems) precisely to a written specification.
SkillBFreshness: BClaude Code +9 - 0.516score
multipl-lua
maxlbchung
Implement correct, idiomatic Lua 5.4 functions from documented specs.
SkillBFreshness: BClaude Code +9 - 0.516score
multipl-racket
maxlbchung
Implement correct, idiomatic Racket functions from documented specs.
SkillBFreshness: BClaude Code +9 - 0.511score
spreadsheetbench
maxlbchung
Carry out a user's requested manipulation on an Excel workbook and save the result in place — computed values, types preserved.
SkillBFreshness: BClaude Code +9 - 0.508score
mmtu
maxlbchung
Careful reading, navigation, and cell-exact reasoning over data tables of any size or serialization.
SkillBFreshness: BClaude Code +9
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Cite this page
skill-authoring. Agent Mart. https://agentmart.dev/skills/maxlbchung-skill-authoring (last updated 2026-10-24)