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/aayushostwal-token-optimizer
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
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/token-optimizer
What's inside
- Skill name
token-optimizer- Description
- Always-on token optimization rules. Apply on every response.
- License
- MIT
- Instructions
- 17 lines in SKILL.md · view on GitHub
Files (1)
- SKILL.md
SKILL.md (first lines)
## Token Optimization Rules ### Context gathering - Run Grep or Glob before Read — never load full files to find a symbol - Read only the relevant lines using view_range, not entire files - Cache findings in your reasoning; don't re-read files you already saw ### Responses - Output results directly — no preamble, no restating the task - Skip end-of-turn summaries unless explicitly asked - Prefer code over prose for technical answers ### Tool calls - Batch related reads into one turn where possible - Prefer Grep over Bash grep for in-repo searches - Never run a tool call just to confirm something already in context
From aayushostwal/nexus, MIT.
More from aayushostwal/nexus
- 0.648score
software-engineer
aayushostwal
Resolve a GitHub issue or a concrete bug described in chat in a local repository, from reproduction through a verified fix and pull request.
SkillAFreshness: A★ 19Claude Code +9 - 0.643score
debugging
aayushostwal
Use when something is failing, regressing, or behaving unexpectedly and the goal is root-cause analysis, narrowest fix, and verification.
SkillAFreshness: A★ 19Claude Code +9 - 0.643score
nexus
aayushostwal
Use for persistent TODO capture, daily brief retrieval, and shared Codex/Claude operating rules.
SkillAFreshness: A★ 19Claude Code +9 - 0.643score
observability
aayushostwal
Use for correlated API failures, cascading errors, and distributed-system incident tracing.
SkillAFreshness: A★ 19Claude Code +9 - 0.643score
performance
aayushostwal
Use for memory, CPU, latency, and query-performance investigations, plus dependency-upgrade blast-radius analysis.
SkillAFreshness: A★ 19Claude Code +9 - 0.643score
reliability
aayushostwal
Use for production incidents, outages, and service degradations, plus release-readiness gate checks.
SkillAFreshness: A★ 19Claude Code +9 - 0.643score
shorts
aayushostwal
Use to convert any input into a ready-to-record YouTube Shorts script.
SkillAFreshness: A★ 19Claude Code +9 - 0.643score
skill-writer
aayushostwal
Use for creating, refactoring, or debugging skills and improving SKILL.md trigger quality.
SkillAFreshness: A★ 19Claude Code +9 - 0.643score
tutorial
aayushostwal
Use for creating executable Jupyter tutorials and AI engineering walkthroughs with runnable cells.
SkillAFreshness: A★ 19Claude Code +9 - 0.613score
testing
aayushostwal
Use for flaky or nondeterministic tests, especially local-vs-CI inconsistencies.
SkillAFreshness: A★ 19Claude Code +9
Signals
- Stars
- 19
- Forks
- 0
- Open issues
- 2
- Last commit (this folder)
- May 14, 2026 (5 months ago)
- Last release
- Aug 10, 2026 (2 months ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- MIT
- Repository
- github.com/aayushostwal/nexus
- Website
- nexus-ai.aayushostwal.com
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
More from aayushostwal
- 0.648score
software-engineer
aayushostwal
Resolve a GitHub issue or a concrete bug described in chat in a local repository, from reproduction through a verified fix and pull request.
SkillAFreshness: A★ 19Claude Code +9 - 0.643score
debugging
aayushostwal
Use when something is failing, regressing, or behaving unexpectedly and the goal is root-cause analysis, narrowest fix, and verification.
SkillAFreshness: A★ 19Claude Code +9 - 0.643score
nexus
aayushostwal
Use for persistent TODO capture, daily brief retrieval, and shared Codex/Claude operating rules.
SkillAFreshness: A★ 19Claude Code +9 - 0.643score
observability
aayushostwal
Use for correlated API failures, cascading errors, and distributed-system incident tracing.
SkillAFreshness: A★ 19Claude Code +9 - 0.643score
performance
aayushostwal
Use for memory, CPU, latency, and query-performance investigations, plus dependency-upgrade blast-radius analysis.
SkillAFreshness: A★ 19Claude Code +9 - 0.643score
reliability
aayushostwal
Use for production incidents, outages, and service degradations, plus release-readiness gate checks.
SkillAFreshness: A★ 19Claude 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.
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Cite this page
token-optimizer skill. Agent Mart. https://agentmart.dev/skills/aayushostwal-token-optimizer (last updated 2026-10-24)