Install
$ agentstack add skill-cdeust-zetetic-team-subagents-structure-discovery ✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.
Security review
✓ PassedNo 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.
Verified badge
Passed review? Show it. Paste this badge into your README, it links to the public security report.
Reliability & compatibility
Declared compatibility
Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.
We're building live execution health for every listing: tool-call success rate, median latency, uptime, and last-checked timestamps, measured, not self-reported. It isn't live yet, so we don't show numbers we can't stand behind.
How agent discovery & health will work →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
- Pick the best-fit agent above. If two or more fit, run
tools/genius-invoker.sh route "" and take the top ranked match.
- Load it:
tools/genius-invoker.sh invoke "", then read
agents/genius/.md in full.
- 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.
- ramanujan output is conjecture by definition: chain a prover
(tools/genius-invoker.sh compose ramanujan lamport -- "" or hand to dijkstra) before anything ships.
- 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.
- Author: cdeust
- Source: cdeust/zetetic-team-subagents
- License: MIT
- Homepage: https://ai-architect.tools
Install and usage instructions live in the source repository linked above.
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Versions
- v0.1.0 Imported from the upstream source.