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 CanXiangCC/aminer-open-skill/plugin install paper-source-traceWrote 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/commands/canxiangcc/aminer-open-skill/paper-source-trace)<a href="https://agentmods.dev/commands/canxiangcc/aminer-open-skill/paper-source-trace"><img src="https://agentmods.dev/badge/commands/canxiangcc/aminer-open-skill/paper-source-trace.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 | $0.00013 | $0.02392 |
| Opus 5 | $0.00006 | $0.01196 |
| Sonnet 5 | $0.00003 | $0.00478 |
| Haiku 4.5 | $0.00001 | $0.00239 |
Grade A, and why
paper-source-trace 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 8d 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 — 187 lines — stays where its author put it; the contents beside it link to each section on GitHub.
/paper-source-trace - Paper Source Trace
User invoked the Paper Source Trace skill with:
$ARGUMENTS
Language Routing / 语言路由
- If
$ARGUMENTSor the conversation is mainly Chinese, follow 中文命令流程 and read${CLAUDE_PLUGIN_ROOT}/SKILL.zh.md. - Otherwise follow English Command Flow and read
${CLAUDE_PLUGIN_ROOT}/SKILL.md. - Parameter names stay English:
file,output,svg,template,aminer; legacymodeis accepted only as an alias. - JSON keys, intent labels, relation types, and source roles stay English.
- 如果
$ARGUMENTS或当前对话主要是中文,使用 中文命令流程。 - 否则使用 English Command Flow。
English Command Flow
1. Task
Read and follow ${CLAUDE_PLUGIN_ROOT}/SKILL.md. This command is an orchestration entrypoint. For citation_map.html and static SVG maps, use the standard renderer at ${CLAUDE_PLUGIN_ROOT}/scripts/render_html.py; do not hand-write ad hoc SVG or HTML.
Produce the standard artifacts when evidence allows:
analysis.mdjson/graph/citation_graph.jsoncitation_map.svgcitation_map.htmlcitation_map_chain.svgonly whensvg: bothcitation_map_spec.mdonly when SVG generation has caveats or fails
2. Startup Confirmation
Before reading the paper, checking AMINER_API_KEY, calling AMiner, or generating SVG, ask the user to confirm both settings:
- SVG output:
radial,chain, orboth - AMiner enrichment:
onoroff
If $ARGUMENTS already contains svg, legacy mode, or aminer, restate the provisional values and ask for final confirmation. Stop until the user answers. Map legacy mode: current to svg: radial, mode: example to svg: chain, and mode: all to svg: both. If svg and mode conflict, ask the user to choose one. Treat hybrid, interactive graph, or expandable knowledge graph as a request for the standard citation_map.html, not as an SVG mode.
If interactive confirmation is genuinely impossible, use the recommended defaults: svg: both and aminer: on. Keep the high-cost AMiner confirmation rule: ask before any estimated cost reaches ¥5 or more.
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.
- 8d ago First seen · 187 lines · 13 tokens per session scan A a1ed2eada32b
paper-source-trace is a command published in the GitHub repository CanXiangCC/aminer-open-skill (59 stars, last pushed today), licensed MIT. It adds 13 tokens to every session and 2,392 once invoked, about $0.0001 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 commands, from other repositories
checklist
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clarify
Identify underspecified areas in the current feature spec by asking up to 5 highly targeted clarification questions and encoding answers back into the spec.
specify
Create or update the feature specification from a natural language feature description.
converge
Assess the current codebase against the feature's spec, plan, and tasks, then append any remaining unbuilt work as new tasks to tasks.md so implement can complete it.
implement
Execute the implementation plan by processing and executing all tasks defined in tasks.md.
analyze
Perform a non-destructive cross-artifact consistency and quality analysis across spec.md, plan.md, and tasks.md after task generation.