cdeust/zetetic-team-subagents/structure-discovery

Claude Code and agent skill by cdeust/zetetic-team-subagents

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Find the hidden pattern that organizes the mess. Use for "these look related but we can't say how", classification with suspicious gaps, reverse-engineering an undocumented system or format, "is there a symmetry we're not using?", scale-free or fat-tailed data, or generating conjectures from computed special cases.

Install

npx vskill@latest install cdeust/zetetic-team-subagents/structure-discovery

SKILL.md

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

AgentUse when
mendeleevmany known items with a suspected hidden ordering — tabulate, leave explicit gaps, predict the gaps' properties
noetherhidden regularity via invariance — find the symmetry group, quotient the search space, treat symmetry breaking as signal
kekulecomponents with known connection constraints, unknown structure — count the bonds and let the count force the shape
vonneumannthe problem looks isomorphic to a solved one in another field — find the mapping, import the solution
rejewskiblack-box system to reconstruct from outputs — structural invariants, exploit the procedure around the algorithm
champollionundeciphered format with a partial parallel (bilingual) sample — anchor known fragments and propagate
ventrisno parallel text exists — grid the internal regularities, then test by prediction
poincarequalitative behavior before quantitative solution — topological equivalence, structural stability
mandelbrotpattern repeats across scales; distribution has fat tails being treated as mild randomness
ramanujanneed 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 "<problem>" and take the top ranked match.

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

agents/genius/<agent>.md in full.

  1. Apply the agent's <workflow> step by step and answer in its

<output-format>. 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 -- "<problem>" or hand to dijkstra) before anything ships.

  1. If no shape above matches, use a built-in agent with the closest GENIUS: pattern from rules/agent-routes.json 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.

Security

  • Security scanPassed, 90 of 100Pattern checks on the skill's files.
  • Model reviewPassed

Quality evaluation

  • Task evaluationNot runNo evaluation yet. Run one in Skill Studio.

Source

Popularity

Repository stars
7
Repository forks
3
7-day trend score
10

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