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SKILL verified MIT Self-run

Structure Discovery

skill-cdeust-zetetic-team-subagents-structure-discovery · by cdeust

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Install

$ agentstack add skill-cdeust-zetetic-team-subagents-structure-discovery

✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.

Security review

✓ Passed

No issues found. Passed automated security review. · v0.1.0 How review works →

  • Prompt-injection patterns
  • Secret / credential exfiltration
  • Dangerous shell & filesystem operations
  • Untrusted network calls
  • Known-malicious package signatures

What it can access

  • Network access No
  • Filesystem access No
  • Shell / process execution No
  • Environment & secrets No
  • Dynamic code execution No

From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.

View the full security report →

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Reliability & compatibility

Security review passed
0 installs to date
no reviews yet
6d ago

Declared compatibility

Claude CodeClaude Desktop

Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.

Preview Execution monitoring

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About

Structure Discovery

Problem shape: many observations, one suspected hidden regularity — an unnamed axis, an unexploited symmetry, an undeciphered format, a topology forced by constraints. The move: make the structure explicit and falsifiable, then let it predict something you haven't seen yet.

Relevant geniuses

| Agent | Use when | |---|---| | [mendeleev](../../agents/genius/mendeleev.md) | many known items with a suspected hidden ordering — tabulate, leave explicit gaps, predict the gaps' properties | | [noether](../../agents/genius/noether.md) | hidden regularity via invariance — find the symmetry group, quotient the search space, treat symmetry breaking as signal | | [kekule](../../agents/genius/kekule.md) | components with known connection constraints, unknown structure — count the bonds and let the count force the shape | | [vonneumann](../../agents/genius/vonneumann.md) | the problem looks isomorphic to a solved one in another field — find the mapping, import the solution | | [rejewski](../../agents/genius/rejewski.md) | black-box system to reconstruct from outputs — structural invariants, exploit the procedure around the algorithm | | [champollion](../../agents/genius/champollion.md) | undeciphered format with a partial parallel (bilingual) sample — anchor known fragments and propagate | | [ventris](../../agents/genius/ventris.md) | no parallel text exists — grid the internal regularities, then test by prediction | | [poincare](../../agents/genius/poincare.md) | qualitative behavior before quantitative solution — topological equivalence, structural stability | | [mandelbrot](../../agents/genius/mandelbrot.md) | pattern repeats across scales; distribution has fat tails being treated as mild randomness | | [ramanujan](../../agents/genius/ramanujan.md) | need many candidate patterns fast — compute 50+ special cases, conjecture, then mandatory prover handoff (never ship unverified) |

Invocation

  1. Pick the best-fit agent above. If two or more fit, run

tools/genius-invoker.sh route "" and take the top ranked match.

  1. Load it: tools/genius-invoker.sh invoke "", then read

agents/genius/.md in full.

  1. Apply the agent's `` step by step and answer in its

``. A discovered structure must predict something checkable — a gap's properties, a next case, an invariant — or it is decoration.

  1. ramanujan output is conjecture by definition: chain a prover

(tools/genius-invoker.sh compose ramanujan lamport -- "" or hand to dijkstra) before anything ships.

  1. If no shape above matches, use a standard team agent instead.

Refuse when

  • The pattern is wanted for a narrative, with no willingness to test its

predictions.

  • The data is too sparse to distinguish structure from apophenia — say so.

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

Install and usage instructions live in the source repository linked above.

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Versions

  • v0.1.0 Imported from the upstream source.