From skills-for-humanity
Routes observational requests to the right skill: detail-mining, signal-detection, or structured-observation.
How this skill is triggered — by the user, by Claude, or both
Slash command
/skills-for-humanity:s4h-sensoryThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
Applies disciplined observation and attention to any situation. Diagnoses what kind of observational work is needed and applies the right tool.
Applies disciplined observation and attention to any situation. Diagnoses what kind of observational work is needed and applies the right tool.
| You need to... | Tool |
|---|---|
| Find specific details that are being overlooked | detail-mining |
| Separate what actually matters from background noise | signal-detection |
| Apply disciplined observation before interpreting | structured-observation |
After diagnosing which tool fits, use the AskUserQuestion tool to confirm direction. Construct the question dynamically to include your diagnosis:
Proceed based on their selection.
Finds specific details being overlooked.
Slow down. The most important information is often present but not being registered. Go back to primary sources — the actual data, the actual words, the actual behavior. For each element: what specific, concrete, observable detail is present? What exactly is being said, not what it means? Generate a dense inventory of specifics before drawing conclusions. Vague observations produce vague conclusions.
Output: Dense inventory of specific, concrete details. The details most likely to be overlooked and their implications.
Separates meaningful signal from background noise.
Not all information is equally relevant. Classify each piece of information: (1) Strong signal — directly relevant to the question, (2) Weak signal — potentially relevant, worth watching, (3) Noise — present but irrelevant. For each strong signal: what does it indicate? For each weak signal: what would make it stronger or weaker? The goal is attention management — what should be acted on, watched, and ignored.
Output: Signal/noise classification for all inputs. Strong signals and their implications. Weak signals to monitor.
Applies disciplined observation by suspending interpretation.
Most people observe and interpret simultaneously — which means interpretation shapes what they see. Suspend interpretation: for this exercise, describe only what you observe, not what it means. What is actually present? What is actually happening? What are the exact words, behaviors, or outputs? After observation is complete, interpretation can begin — but it starts from a richer, more accurate base.
Output: Pure observation record (no interpretation). Then: interpretation layer applied to the observation record, now clearly separated from what was actually seen.
npx claudepluginhub human-avatar/skills-for-humanityApplies disciplined observation to suspend interpretation and see what's actually there before deciding what it means. Useful for careful analysis of situations.
Guides systematic observation of systems or phenomena for debugging, research, or evidence-based reporting. Helps frame targets, take field notes, recognize patterns, and form hypotheses.
Performs Analysis of Competing Hypotheses (ACH) to evaluate multiple hypotheses against evidence via disconfirmation-focused matrix, diagnosticity, sensitivity analysis, and falsification milestones.