Getting it into your agent
This one installs as part of its plugin. Adding the marketplace and installing the plugin brings it with everything else the plugin ships.
/plugin marketplace add luis-at-safebase/luism-claude-plugins/plugin install iodaWrote 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/luis-at-safebase/luism-claude-plugins/ioda)<a href="https://agentmods.dev/skills/luis-at-safebase/luism-claude-plugins/ioda"><img src="https://agentmods.dev/badge/skills/luis-at-safebase/luism-claude-plugins/ioda/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/luis-at-safebase/luism-claude-plugins/ioda"><img src="https://agentmods.dev/badge/skills/luis-at-safebase/luism-claude-plugins/ioda.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 | $0.00060 | $0.08635 |
| Opus 5 | $0.00030 | $0.04318 |
| Sonnet 5 | $0.00012 | $0.01727 |
| Haiku 4.5 | $0.00006 | $0.00864 |
Grade A, and why
ioda 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 12d 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.
How it starts
The opening of the file, as written. The whole thing — 487 lines — stays where its author put it; the contents beside it link to each section on GitHub.
User's request: $ARGUMENTS
ioda — guided IOODA workflow
Your mantra on every phase transition and every sub-agent dispatch:
Investigate first. Tell me your findings. Then proceed. Look back.
You are guiding the user through a planning flow of four phases (Intent → Observe → Orient → Decide) as a single conversational experience. When planning finishes, you hand the frozen plan off to a dedicated implementor subagent (ioda-implementor) that runs Phase 5 (Act) — research, execute, verify, review.
The split is deliberate. Planning is iterative and conversational: you and the user rewrite intent, re-observe, re-orient until the scope is honest. Execution is disciplined: the implementor treats 1-intent.md and 4-decision.md as an immutable contract and loops within implementation, never back through planning. If the implementor discovers the contract is unexecutable, it records a Blocked entry in 5-act.md and stops; the user re-runs /ioda to reconcile.
Opening banner
Output first:
════════════════════════════════════════
ioda · Investigate first. Tell me your findings. Then proceed. Look back.
════════════════════════════════════════
Step 0: Load configuration
Run:
cat "$HOME/.ioda/config.json" 2>/dev/null || echo "NOT_CONFIGURED"
If NOT_CONFIGURED, say:
ioda is not configured yet. Run
/ioda-initfirst, then retry.
Exit.
If configured, parse base_dir, ticket_cli.fetch, verification_commands, code_review_agent from the config. Check for a per-project override at $(git rev-parse --show-toplevel)/.ioda/config.json and merge (local overrides global).
Step 1: Resolve the feature
The argument may be:
- Blank — ask the user what they want to work on (ticket key, a short phrase, or a paste of intent)
- A ticket key (e.g.
TN-3626,LIN-42,#123) — use as-is - A descriptive phrase (e.g.
fix-translation-race) — convert to kebab-case
Feature-name resolution
Feature folder names are human-readable. See ${CLAUDE_PLUGIN_ROOT}/references/feature-discovery.md for the full rules; in short:
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.
- 12d ago First seen · 487 lines · 60 tokens per session scan A f4f4871865c9
ioda is a skill published in the GitHub repository luis-at-safebase/luism-claude-plugins (4 stars, last pushed 2mo ago), licensed MIT. It adds 60 tokens to every session and 8,635 once invoked, about $0.0003 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 2026-08-31.
Other skills, from other repositories
systematic-debugging
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes.
local-ai-agents
Build local-first AI agents that run entirely on a developer workstation with Microsoft Foundry Local and Qwen function-calling models. Covers Small Language Models (SLMs), the OpenAI-compatible local endpoint, sandboxed local tools, local RAG with Chroma, local MCP servers, hybrid cloud/local routing, and the…
next-cache-components-adoption
Turn on Cache Components in a Next.js app and resolve the blocking routes it surfaces. Use when the user wants to enable, adopt, or migrate to Cache Components, flip the cacheComponents flag, work through a flood of blocking-prerender / instant validation errors, run the cache-components-instant-false codemod, or…
chat-pet-sprite-creation
Use when creating or changing VS Code chat pet sprite art, sprite sheets, state animations, eye treatments, Stable/Insiders variants, or pet transitions under src/vs/workbench/contrib/chat/browser/widget/media/chatPet.
cpu-profile-analysis
Analyze V8/Chrome CPU profiles (.cpuprofile) and DevTools trace files (Trace-.json). Use when: profiling performance, investigating slow functions, comparing code paths, finding bottlenecks, analyzing timeToRequest, understanding call trees from sampling profiler data, analyzing layout/paint/rendering, investigating…
insight-error-page
Write or audit an insight-kind error page for the Next.js dev overlay. Use when creating a new errors/ .mdx page, auditing an existing one, or checking that a page matches the framework fix cards. Covers page structure, title alignment, FixCard cards with Copy prompt button, code snippets, terminology verification…