systems-refinement
This skill teaches how to develop a system specification using iterative refinement.
Skill by rescrv
Chalk Labs
Need help deploying systems-refinement?
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/rescrv-systems-refinement
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/systems-refinement
What's inside
- Skill name
systems-refinement- Description
- This skill teaches how to develop a system specification using iterative refinement.
- License
- unknown
- Instructions
- 27 lines in SKILL.md · view on GitHub
Files (1)
- SKILL.md
The license isn't open source, so the instructions aren't shown here. Read SKILL.md on GitHub
More from rescrv/sid-config
- 0.469score
dry-principal
rescrv
Identify and eliminate code duplication in recently written or modified code.
SkillCFreshness: CClaude Code +9 - 0.469score
unit-test-writer
rescrv
Create comprehensive unit tests for existing code.
SkillCFreshness: CClaude Code +9 - 0.467score
rust-doc-writer
rescrv
Write or improve documentation comments for Rust code, including module-level docs, function docs, struct/enum docs, and inline documentation.
SkillCFreshness: CClaude Code +9 - 0.464score
rsct
rescrv
Rust Source Code Tool (rsct) formats `cargo doc` as a flat markdown document compatible with grep.
SkillCFreshness: CClaude Code +9 - 0.461score
check-for-version-incompatibility
rescrv
Seek out cross-version incompatibilities.
SkillCFreshness: CClaude Code +9 - 0.460score
orgremode-oneshot
rescrv
Use orgremode --oneshot effectively by writing a single, pointed, complete request that minimizes follow-up.
SkillCFreshness: CClaude Code +9 - 0.458score
commit
rescrv
Run git commit appropriately.
SkillCFreshness: CClaude Code +9 - 0.458score
issue
rescrv
File a GitHub Issue.
SkillCFreshness: CClaude Code +9 - 0.456score
bump-version
rescrv
Bump the version number of a project.
SkillCFreshness: CClaude Code +9 - 0.456score
code-review
rescrv
Performs thorough code review.
SkillCFreshness: CClaude Code +9 - 0.440score
grill-me
rescrv
Interview the user relentlessly about a plan or design until reaching shared understanding, resolving each branch of the decision tree.
SkillCFreshness: CClaude Code +9 - 0.430score
clippy
rescrv
Lint the codebase using the standard clippy command.
SkillCFreshness: CClaude Code +9
Signals
- Stars
- 0
- Forks
- 0
- Open issues
- 0
- Last commit (this folder)
- May 2, 2026 (6 months ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- License unknown
- Repository
- github.com/rescrv/sid-config
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
More from rescrv
- 0.469score
dry-principal
rescrv
Identify and eliminate code duplication in recently written or modified code.
SkillCFreshness: CClaude Code +9 - 0.469score
unit-test-writer
rescrv
Create comprehensive unit tests for existing code.
SkillCFreshness: CClaude Code +9 - 0.467score
rust-doc-writer
rescrv
Write or improve documentation comments for Rust code, including module-level docs, function docs, struct/enum docs, and inline documentation.
SkillCFreshness: CClaude Code +9 - 0.464score
rsct
rescrv
Rust Source Code Tool (rsct) formats `cargo doc` as a flat markdown document compatible with grep.
SkillCFreshness: CClaude Code +9 - 0.461score
check-for-version-incompatibility
rescrv
Seek out cross-version incompatibilities.
SkillCFreshness: CClaude Code +9 - 0.460score
orgremode-oneshot
rescrv
Use orgremode --oneshot effectively by writing a single, pointed, complete request that minimizes follow-up.
SkillCFreshness: CClaude 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 systems-refinement 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
systems-refinement skill. Agent Mart. https://agentmart.dev/skills/rescrv-systems-refinement (last updated 2026-10-24)