Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add naimkatiman/continuous-improvement --skill askgit clone --depth 1 https://github.com/naimkatiman/continuous-improvementWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/naimkatiman/continuous-improvement/ask)<a href="https://agentmods.dev/skills/naimkatiman/continuous-improvement/ask"><img src="https://agentmods.dev/badge/skills/naimkatiman/continuous-improvement/ask/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/naimkatiman/continuous-improvement/ask"><img src="https://agentmods.dev/badge/skills/naimkatiman/continuous-improvement/ask.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00037 | $0.00574 |
| Opus 5.5 | $0.00015 | $0.00230 |
| Sonnet 5.5 | $0.00007 | $0.00115 |
| Haiku 4.5 | $0.00004 | $0.00057 |
Grade A, and why
ask scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
Copies of this mod
1 near-identical copy found in the catalogue:
- ask — 100% identical, 16 lines differ
How it starts
The opening of the file, as written. The whole thing — 65 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Ask
Use OMC's canonical advisor skill to route a prompt through the local Claude, Codex, Gemini, Antigravity, Grok, or Cursor CLI and persist the result as an ask artifact.
Usage
/oh-my-claudecode:ask <claude|codex|gemini|antigravity|grok|cursor> <question or task>
Examples:
/oh-my-claudecode:ask codex "review this patch from a security perspective"
/oh-my-claudecode:ask gemini "suggest UX improvements for this flow"
/oh-my-claudecode:ask antigravity "suggest UX improvements for this flow"
/oh-my-claudecode:ask claude "draft an implementation plan for issue #123"
/oh-my-claudecode:ask cursor "apply this implementation plan"
Routing
Required execution path — always use this command:
omc ask {{ARGUMENTS}}
Do NOT manually construct raw provider CLI commands. Never run codex, claude, gemini, agy, grok, or cursor-agent directly to fulfill this skill. The omc ask wrapper handles correct flag selection, artifact persistence, and provider-version compatibility automatically. Manually assembling provider CLI flags will produce incorrect or outdated invocations.
Requirements
- The selected local CLI must be installed and authenticated.
- Verify availability with the matching command:
claude --version
codex --version
gemini --version
agy --version
grok --version
cursor-agent --version
- Antigravity CLI install (Google's successor to the Gemini CLI): install the
agybinary per the official Antigravity instructions (inspect any installer before running it). Verify:agy --versionPlatform note:
omc ask antigravityis supported on macOS/Linux. On Windows it is guarded with a clear error, becauseagy --printtakes the prompt as an argv value (it cannot read stdin) and has known upstream Windows-plimitations; useomc ask geminion Windows. - Gemini CLI remains supported for enterprise/API-key use cases.
Artifacts
omc ask writes artifacts to:
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 1mo ago Changed · +11 lines · +9 tokens per session 3c39831d3a3d
- 1mo ago First seen · 54 lines · 28 tokens per session scan A 7d46d2ad08df
ask is a skill published in the GitHub repository naimkatiman/continuous-improvement (9 stars, last pushed 1mo ago), licensed MIT. It adds 37 tokens to every session and 574 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.
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