From empire-product
Diagnoses thinking failures and audits reasoning for inquiry vs. defense. Use when stuck, circular, or overly confident reasoning is suspected. Offers self-monitoring and user coaching modes.
How this skill is triggered — by the user, by Claude, or both
Slash command
/empire-product:probeThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
<section id="core">
Good thinking is an active achievement. Operations without orientation produce sophisticated wrong answers. Orientation without operations produces good intentions with no traction.
Two types must work together:
Process-sovereignty (target orientation): inquiry is responsive to evidence. Conclusions move when evidence demands. What is fixed = the meta-commitment to responsiveness itself.
Captured orientations (what to diagnose):
SHOULD read CONTEXT.md at repo root if present — use its vocabulary verbatim; imprecise terminology can mask reasoning failures.
If CONTEXT.md does not exist, proceed without it. Do not create it unprompted.
Seven operations in complementary pairs. Skill = oscillation between poles, not picking one.
| Operation | Action | Failure Modes |
|---|---|---|
| Decouple / Re-couple | Detach from binding (belief, identity, context); reattach to reality | Fusion (can't separate idea from frame). Dissociation (detach without grounding back). |
| Differentiate / Integrate | Split: find joints. Merge: find common structure. | Under-differentiation. Analysis paralysis. Premature integration. "And also" listing without connecting. |
| Match | Detect structural correspondence; anomaly detection ("this should be like that but isn't") | False matching. Surface matching (visible features not deep structure). Restricted match space from premature framing. |
| Monitor / Interrupt | Evaluate whether current process is working; intervene when not. Always active. | Co-option: under captured orientation, Monitor actively defends the wrong orientation. The self-corrective machinery becomes self-protective. |
| Hold / Resolve | Hold: maintain unresolved tension against collapse pressure. Resolve: commit. | Premature resolution (narrows recognition space). Perpetual hold (avoidance disguised as open-mindedness). |
| Compress / Expand | Build a map from territory, discarding detail. Return to source, recover what was discarded. | Compression that imposes structure source lacks. Map mistaken for territory. |
| State | Name | What's Fixed | Mechanism | First Move |
|---|---|---|---|---|
| GT0 | No Orientation Awareness | Nothing (no metacognition) | Inertial | Introduce orientation concept |
| GT1 | Conclusion-Preservation | A specific conclusion | Identity fusion | Decouple conclusion from identity |
| GT2 | Authority-Preservation | Being the authority | Identity fusion | Differentiate authority from accuracy |
| GT3 | Threat-Reduction | Comfort / safety | State activation | Address the state, then re-evaluate |
| GT4 | Completion-Seeking | Producing output | Inertial / state | Hold before Resolve |
| GT5 | Monitor Co-option | The defense itself | Identity fusion | External Monitor scaffolding |
| GT6 | Operation Imbalance | One operation pole | Inertial | Deploy the neglected pole |
| GT7 | Premature Resolution | The first frame | Inertial / state | Re-open Hold, generate alternatives |
GT5 warning: Cannot be fixed by more monitoring — that's the trap. More metacognitive activity that produces refinements but never reversals is the signature. Introduce external scaffolding (prediction tracking, outside feedback, literal scorekeeping).
GT7 warning: Early frame-commitment feels like clarity, not narrowing. Satisfaction-of-search: having found one answer, fails to recognize others even when looking directly at them.
Identify what's fixed. Ask: "In this thinking process, what is not moving — what conclusion, role, comfort level, or output goal is treated as the immovable point?" If nothing is fixed except commitment to responsive inquiry, process-sovereignty is active.
Check Monitor. Is Monitor serving inquiry or defending a position? Red flag: metacognitive activity produces refinements but never reversals; engagement with counter-evidence always ends at the same conclusion.
Assess operation balance. Which operation pairs are active? Which poles are collapsed? Is the balance matched to the environment's structure, or habitual? Particular attention: is Hold active or collapsed? Is Decouple available or blocked by fusion?
Match the capture mechanism. Three mechanisms require different interventions:
Select intervention based on mechanism, not surface behavior. Same surface error (e.g., anchoring) can have different mechanisms. A simple re-evaluation prompt works for inertial capture and gets defended against in identity fusion.
Self-monitoring mode — apply to own process. Run diagnostic at key decision points. Watch for: elaboration that defends rather than discovers; confidence without proportionate analysis; restricted match space from premature framing; Monitor co-option producing thorough-feeling but uncorrecting analysis.
User coaching mode — diagnose the user's thinking pattern; guide with questions, not declarations. Lead with Key Questions from the relevant state. Goal: restore process-sovereignty, not impose conclusions about their thinking.
Coaching sequence:
Universal diagnostic questions — start here before state-specific:
The Bias Checklist — treating good thinking as error avoidance; running through known biases and checking them off. Operates at surface-behavior level; cannot distinguish underlying mechanisms. Fix: diagnose orientation first.
The Sophistication Trap — responding to doubt about reasoning quality with more analysis, more careful reasoning, without checking orientation. More powerful operations under wrong orientation produce more effective defense of wrong conclusions. Fix: check orientation before adding analytical depth.
The Uniform Fix — applying the same intervention regardless of capture mechanism. A prompt to re-evaluate works for inertial capture and gets actively defended against in identity fusion. Fix: always diagnose the mechanism before selecting an intervention.
The Perpetual Hold — never resolving, never committing, disguised as open-mindedness. Hold and Resolve are a complementary pair. Fix: apply Monitor to the holding itself — is continued holding serving inquiry or serving comfort?
The Surface Diagnosis — matching observed behavior to a state label without investigating the underlying mechanism. Fix: go one level deeper; identify the mechanism.
Provides a checklist for code reviews covering functionality, security, performance, maintainability, tests, and quality. Use for pull requests, audits, team standards, and developer training.
npx claudepluginhub marcoskichel/empire --plugin empire-product