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 agentmods add skills/naimkatiman/continuous-improvement/ccgnpx skills add naimkatiman/continuous-improvement --skill ccggit 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/ccg)<a href="https://agentmods.dev/skills/naimkatiman/continuous-improvement/ccg"><img src="https://agentmods.dev/badge/skills/naimkatiman/continuous-improvement/ccg.svg" alt="Measured on agentmods" 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 | $0.00030 | $0.00685 |
| Opus 5 | $0.00015 | $0.00342 |
| Sonnet 5 | $0.00006 | $0.00137 |
| Haiku 4.5 | $0.00003 | $0.00068 |
Grade A, and why
ccg 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 yesterday.
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.
How it starts
The opening of the file, as written. The whole thing — 105 lines — stays where its author put it; the contents beside it link to each section on GitHub.
CCG - Claude-Codex-Gemini Tri-Model Orchestration
CCG routes through the canonical /ask skill (/ask codex + /ask gemini), then Claude synthesizes both outputs into one answer.
Use this when you want parallel external perspectives without launching tmux team workers.
When to Use
- Backend/analysis + frontend/UI work in one request
- Code review from multiple perspectives (architecture + design/UX)
- Cross-validation where Codex and Gemini may disagree
- Fast advisor-style parallel input without team runtime orchestration
Requirements
- Codex CLI:
npm install -g @openai/codex(or@openai/codex) - Gemini CLI:
npm install -g @google/gemini-cli omc askcommand available- If either CLI is unavailable, continue with whichever provider is available and note the limitation
How It Works
1. Claude decomposes the request into two advisor prompts:
- Codex prompt (analysis/architecture/backend)
- Gemini prompt (UX/design/docs/alternatives)
2. Claude runs via CLI (skill nesting not supported):
- `omc ask codex "<codex prompt>"`
- `omc ask gemini "<gemini prompt>"`
3. Artifacts are written under `.omc/artifacts/ask/`
4. Claude synthesizes both outputs into one final response
Execution Protocol
When invoked, Claude MUST follow this workflow:
1. Decompose Request
Split the user request into:
- Codex prompt: architecture, correctness, backend, risks, test strategy
- Gemini prompt: UX/content clarity, alternatives, edge-case usability, docs polish
- Synthesis plan: how to reconcile conflicts
2. Invoke advisors via CLI
Note: Skill nesting (invoking a skill from within an active skill) is not supported in Claude Code. Always use the direct CLI path via Bash tool.
Run both advisors:
omc ask codex "<codex prompt>"
omc ask gemini "<gemini prompt>"
3. Collect artifacts
Read latest ask artifacts from:
.omc/artifacts/ask/codex-*.md
.omc/artifacts/ask/gemini-*.md
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.
- yesterday First seen · 105 lines · 30 tokens per session scan A 04075eec42dc
ccg is a skill published in the GitHub repository naimkatiman/continuous-improvement (7 stars, last pushed 10d ago), licensed MIT. It adds 30 tokens to every session and 685 once invoked, about $0.0002 per session on Opus 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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