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 ANcpLua/ancplua-claude-plugins/plugin install nuget-opensrcWrote 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/ancplua/ancplua-claude-plugins/opensrc-research)<a href="https://agentmods.dev/skills/ancplua/ancplua-claude-plugins/opensrc-research"><img src="https://agentmods.dev/badge/skills/ancplua/ancplua-claude-plugins/opensrc-research/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/ancplua/ancplua-claude-plugins/opensrc-research"><img src="https://agentmods.dev/badge/skills/ancplua/ancplua-claude-plugins/opensrc-research.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 | $0.00080 | $0.01028 |
| Opus 5.5 | $0.00032 | $0.00411 |
| Sonnet 5.5 | $0.00016 | $0.00206 |
| Haiku 4.5 | $0.00008 | $0.00103 |
Grade A, and why
opensrc-research scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 78 lines — stays where its author put it; the contents beside it link to each section on GitHub.
opensrc-research
Quickstart
One command grounds an answer: resolve the package's real source path, then search it.
rg "useQuery" "$(opensrc path @tanstack/react-query)"
opensrc path prints the on-disk checkout (fetching on first use); rg greps it for the symbol you're about to make a claim about. Everything below is variations on this shape.
When to fire
Fire this skill whenever the next answer would otherwise be a guess about how a dependency behaves. Signals:
- "Does library X support Y?" / "How does X actually do Y?"
- "Is the doc claim about X accurate?"
- "Grep for Z in package W"
- Borderline confidence answering an API question — about to write
[unverified] - Code under review imports a package and you want to ground a review comment in actual source
The grounded-answer workflow
-
Identify the package shape:
Shape Form Example npm package bare name opensrc path zodPyPI package pypi:prefixopensrc path pypi:requestsRust crate crates:prefixopensrc path crates:serdeNuGet package use the wrapper "${CLAUDE_PLUGIN_ROOT}/bin/nuget-opensrc" path Microsoft.Extensions.LoggingGitHub repo owner/repo(drifts with main)opensrc path open-telemetry/opentelemetry-dotnetGitHub repo at commit owner/repo#<sha>(pinned)opensrc path dotnet/runtime#abc123 -
Fetch and grep:
# NuGet (commit-pinned — preferred for .NET work): PKG_PATH="$("${CLAUDE_PLUGIN_ROOT}/bin/nuget-opensrc" path Microsoft.AspNetCore.Authentication.JwtBearer)" rg "JwtBearerEvents" "$PKG_PATH" # npm / PyPI / crates / GitHub: rg "parseAsync" "$(opensrc path zod)" -
Cite findings as
file:linereferences, not paraphrases. The whole point is grounding — quote what's actually in the source. -
If using bare GitHub form, the result is the default branch and drifts with
main. To pin to a specific tag after fetching:cd "$(opensrc path open-telemetry/opentelemetry-dotnet)" && git checkout v1.10.0
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 First seen · 78 lines · 80 tokens per session scan A da8bc3a61e82
opensrc-research is a skill published in the GitHub repository ANcpLua/ancplua-claude-plugins (6 stars, last pushed 2d ago), licensed MIT. It adds 80 tokens to every session and 1,028 once invoked, about $0.0003 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 2026-10-01.
opensrc-research compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| opensrc-researchANcpLua/ancplua-claude-plugins | Skill | 6 | 2d ago | MIT | A | 80 | Claude Code |
| imagegenopenai/codex | Skill | 135k | today | Apache-2.0 | A | 113 | Codex |
| playwright-climicrosoft/playwright | Skill | 100k | yesterday | Apache-2.0 | A | 19 | Claude Code |
| browser-automationopenclaw/openclaw | Skill | 394k | today | MIT | A | 36 | Claude Code |
| local-ai-agentsmicrosoft/ai-agents-for-beginners | Skill | 79k | 4d ago | MIT | A | 200 | Claude Code, Codex |
| systematic-debuggingobra/superpowers | Skill | 316k | 7d ago | MIT | A | 21 | Claude Code |
| next-cache-components-adoptionvercel/next.js | Skill | 143k | today | MIT | A | 95 | Claude Code |