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/taosdata/agent-skills/idmp-openapi-explorernpx skills add taosdata/agent-skills --skill idmp-openapi-explorergit clone --depth 1 https://github.com/taosdata/agent-skillsWrote 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/taosdata/agent-skills/idmp-openapi-explorer)<a href="https://agentmods.dev/skills/taosdata/agent-skills/idmp-openapi-explorer"><img src="https://agentmods.dev/badge/skills/taosdata/agent-skills/idmp-openapi-explorer.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 5.1 | $0.00042 | $0.01114 |
| Opus 5 | $0.00021 | $0.00557 |
| Sonnet 5 | $0.00008 | $0.00223 |
| Haiku 4.5 | $0.00004 | $0.00111 |
Grade A, and why
idmp-openapi-explorer 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 6d 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 — 86 lines — stays where its author put it; the contents beside it link to each section on GitHub.
OpenAPI Explorer
Read ../idmp-shared/SKILL.md first.
What this skill covers
- Find the exact
service.resource.methodfor an IDMP operation. - Inspect required path, query, and body inputs before execution.
- Prefer generated commands for validation, paging, and risk handling.
- Use raw API only as a controlled fallback.
Recommended reference
Missing context to resolve first
| Context | Why it must be resolved before a raw or generated write |
|---|---|
| Target operation | You need the exact service.resource.method or raw API path before you can trust the payload shape. |
| Owner scope | Path or query IDs such as elementId, elementTemplateId, or eventId must be fixed before mutation. |
| Generated-command availability | Decide whether a structured command already exists before falling back to raw API. |
| Verification target | Decide which follow-up read will prove the write actually matched the intended scope. |
| Risk level | Decide whether the operation is safe for preview only or for a real --ack-risk execution. |
Constrained live behaviors
- For writes, inspect schema first, preview with
--dry-run, execute with--ack-risk, and verify by reading the result back. - Prefer generated commands whenever they exist; raw API is the controlled fallback, not the default path.
- A schema path that looks close is not good enough for mutation; confirm the exact path and required body before sending the write.
- Raw API success is not proof of correctness unless the equivalent generated-command scope and reread match.
Operator workflow
- Start with the nearest domain skill first, such as element, attribute, analysis, panel, dashboard, event, notification, or a workflow skill.
- Use
idmp-cli schemaoridmp-cli schema searchto identify the exact schema path, risk level, and required fields. - Prefer generated commands after the schema check so validation, paging, and risk prompts stay intact.
- Use raw API only when no generated command covers the case or when low-level request confirmation is necessary.
- For writes, inspect schema first, preview with
--dry-run, execute with--ack-risk, and verify by reading the result back.
What ships with it
1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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.
- 6d ago First seen · 86 lines · 42 tokens per session scan A 37e92188ea4a
idmp-openapi-explorer is a skill published in the GitHub repository taosdata/agent-skills (3 stars, last pushed 23d ago), licensed MIT. It adds 42 tokens to every session and 1,114 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 2026-08-30.
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…
next-partial-prefetching-adoption
Turn on Partial Prefetching in a Next.js app and work through the insights it surfaces. Use when the user wants to enable or adopt Partial Prefetching, flip the partialPrefetching flag, opt routes in with export const prefetch = 'partial', audit Link prefetch={true} behavior, preserve existing prefetched UI with…
chronicle
Analyze Copilot session history for standup reports, usage tips, session search, and session reindexing. Use when the user asks for a standup, daily summary, usage tips, workflow recommendations, wants to search or find past sessions by keyword/file/PR, wants to reindex their session store, or asks about deleting…
imagegen
Generate or edit raster images when the task benefits from AI-created bitmap visuals such as photos, illustrations, textures, sprites, mockups, or transparent-background cutouts. Use when Codex should create a brand-new image, transform an existing image, or derive visual variants from references, and the output…