Observatory / ARGUS Research Skill
Research archive
RESEARCH ARCHIVEPrimary data and report excerpts are labeled separately. Incomplete history stays incomplete.About the data
ARGUS / OPEN RESEARCH · V1.1.0

Your research, within reach.

Dated macro data. Public reports. Author reasoning. One small skill for your AI assistant.

26 KB class bundle · Node 22+ · No API key · Public reads only

01

See changes

Dates, units and verification stay with every value.

02

Make a judgment

Combine evidence and viewpoints into a decision, with action and invalidation conditions.

03

Keep following

RSS for new publications. Confirmed weekly email for your theme.

01 / INSTALL

Codex, Claude & other agents

  1. Copy the install command for your assistant below.
  2. Run it in your project terminal. The skills.sh CLI downloads the public repository and installs only ARGUS Research in that project.
  3. Invoke the skill using your client’s command. HTTP-only agents can use the public API directly. Allow argusx.fun through your normal network permissions.
CODEX / PROMPT
Use $argus-research to find the latest AI infrastructure daily report, then explain its debt reasoning with sources.
PROJECT / FILES
.agents/skills/argus-research/SKILL.md

Codex

.agents/skills/argus-research/
npx --yes skills@1.7.2 add wp3xpp/argus-skill --skill argus-research --agent codex --copy --yes

Invoke $argus-research. The shipped helper has been tested against production.

Claude Code

.claude/skills/argus-research/
npx --yes skills@1.7.2 add wp3xpp/argus-skill --skill argus-research --agent claude-code --copy --yes

Invoke /argus-research. Same folder and read-only helper; no provider SDK.

Other agents

npx skills@1.7.2 add wp3xpp/argus-skill --skill argus-research

Install where your client loads Agent Skills, or read the API directly with HTTP tools.

OpenAPI 3.1 ↗

skills.sh installation guide · Client installation & network guide →

Codex and Claude Code install commands verified in isolated projects with skills CLI 1.7.2; installed helpers read live ARGUS data. Requires Node 22+. Copying does not run the command. No automatic subscriptions or schedules. SHA-256 · Bundle manifest

02 / ASK ARGUS

Start with a question

Install first, then copy a prompt into your assistant. In Codex you can prefix it with $argus-research; in Claude Code use /argus-research. Replace dates and themes as needed.

Nine ways to ask ARGUS
PurposeYou can sayCopy
Form an investment judgment

Use ARGUS data, recent reports and contrasting author views to assess increasing AI infrastructure exposure over the next 3–6 months. Give a clear decision, evidence table, causal reasoning, strongest counterargument, action conditions and falsification. I have not supplied holdings or current valuation; keep entry prices and sizing conditional.

Catch up on research

Use ARGUS to read the latest global liquidity weekly report. Highlight three takeaways and include the report date and reading link.

Check an indicator

Use ARGUS to check China PMI new orders, including the observation month, value, unit, source and verification status.

Explore historical trends

Use ARGUS to examine PMI new orders over the past year. List available months, explain the trend and turning points, and flag missing observations.

Read a report in depth

Use ARGUS to find the latest AI infrastructure report. Expand its main judgment, premises, causal links and intermediate steps. Explain supporting evidence and invalidation conditions, with sources.

Understand an author’s view

Use ARGUS to find the latest indexed Arthur Hayes guide. Trace his reasoning, separate his argument from ARGUS interpretation, and include falsification conditions and the original link.

Track what changed

Use ARGUS to find recorded China economic updates and corrections since October 1, 2026. Start with five, including observation dates, correction reasons and the coverage of the records.

Get a subscription link

Use ARGUS to give me the English AI infrastructure research-digest subscription link and explain email confirmation and unsubscribe.

Get an RSS feed

Use ARGUS to give me the English global liquidity daily-report RSS URL and explain how to add it to a reader.

ARGUS preserves dates, sources and verification. Missing history and incomplete reports are disclosed. Author guides are editorial interpretations, with links to originals. Email subscriptions require website confirmation and send at most one weekly digest.

Public retrieval uses no model API. Your assistant may consume tokens to explain results; metadata and section reads keep context small.

DECISION / V1.1

From evidence to a decision

A frozen example from ARGUS records retrieved October 13, 2026. Research horizon: 3–6 months. Holdings and current valuation were not supplied; recompute before using as a current view.

DECISION · WAIT

Do not add theme exposure yet; prioritize self-funded businesses.

Microsoft quarterly OCF minus cash CapEx: +$19.639bn; Amazon: −$8.821bn, improving from −$18.171bn. Period: June 30, 2026; consolidated businesses, not AI-only returns. ARGUS marks these observations primary-verified.

Causal path: builders’ spending becomes suppliers’ revenue, but it does not prove a return above capital costs. The Damodaran guide supplies this distinction; the Richter guide highlights equity-financing dependence. This synthesis is an inference, not an author’s trade instruction.

Counterargument: Amazon’s deficit narrowed, and the October 12 report does not yet see financing stress passing into hardware orders. This does not support a blanket sell call either.

Upgrade the view

Verified order conversion, improving comparable cash conversion and valuation supported by explicit capital-cost assumptions.

Change your mind

Financing failures cause actual project delays and subsequent procurement cuts; or margins and collections deteriorate together.

Moderate confidence in operating differentiation; entry valuation is unassessed. No portfolio sizing or leverage instruction without investor constraints.

03 / TRY IT

Find a piece of evidence

Try the same public API used by the skill. Literal title, summary and author search; no model call.

04 / FOLLOW

Follow at your pace

PUBLIC API / V1

For agents and builders

Read-only JSON, no credentials, paginated search and section reads. Reuses the existing cloud infrastructure.

ARGUS guides are editorial paraphrases, not authorized full translations. Source and report coverage remain explicit. Helper code is MIT; retrieved content retains its own rights.

Follow the changes that matter

One digest each Sunday at 18:00 Beijing time, only when your selected theme has new research. Confirm to join; unsubscribe anytime.

Feedback & ideas