# Counter Indicators and Responsible Use Counter-indicators help Owlery stay reliable by asking when a useful lens, tool, or intervention should *not* be used. A concept can be useful and still be the wrong fit for a specific situation. Reliability means knowing both: - when a frame helps people see more clearly - when that same frame may mislead, overreach, label people, or create unnecessary harm ## Core rule Before recommending a lens or tool, ask: > What would make this the wrong frame, too early, unsafe, or too costly to use here? This keeps Owlery from becoming a concept-matching machine. ## Common counter-indicators Do not use a lens or tool when: - the available evidence is too thin to support the interpretation - the concept would label a person rather than clarify system conditions - the people affected have not been involved and should be - the conversation would expose people without protection - the group lacks authority to act on what is surfaced - the intervention would create more coordination cost than it removes - a simpler observable explanation is available - a formal legal, HR, safety, compliance, or ethical route is required - the facilitator already knows the desired answer - there is no plan to review or close the loop ## Examples Do not reach for [[Psychological Safety]] every time people are quiet. Silence may also reflect unclear purpose, meeting size, overload, prior input elsewhere, or lack of consequence. Do not reach for [[Social Loafing as a System Signal]] every time two people carry the work. Contribution may be limited by access, role design, expertise concentration, unclear authority, or invisible work. Do not call every recurring problem [[System Debt]]. Some problems are one-off incidents, deliberate short-term trade-offs, or known seasonal load. Do not use [[Resistance as Information]] to avoid responsibility. Some resistance points to poor fit or weak legitimacy, but some behaviour may still require a clear boundary or decision. ## Tool-level counter-indicators A tool should not be used when: - the group cannot act on the output - the output will not be reviewed - the exercise creates visibility without protection - participation is performative - the tool substitutes for a needed decision - the tool would slow urgent stabilisation work ## How to use this in Owlery For important concepts and practices, add a small section: ```markdown ## Counter-indicators Do not use this lens/tool when: - ... ``` The goal is not hesitation. The goal is disciplined use. ## See Also - [[Evidence and Reliability Guide]] - [[Claim Types in Owlery]] - [[Using Owlery Responsibly]] - [[Source Lineage Standards]] - [[Principles]] # Counter Indicators and Responsible Use Counter-indicators are signs that a concept, lens, tool, or intervention may be the wrong fit, too early, unsafe, or misleading. They make Owlery more reliable because they help users avoid over-applying attractive ideas. ## General counter-indicators Use extra care when: - a concept would label people rather than clarify conditions; - the affected people have not been involved and should be; - the group lacks authority to act on what is surfaced; - the issue involves formal HR, legal, safety, compliance, confidentiality, or serious power concerns; - the available evidence is too thin; - a simpler observable explanation fits better; - the intervention would create more coordination cost than it removes; - the frame would hide ownership, priority, decision, or accountability issues. ## How to use this in practice A good Owlery answer should sometimes include: > This frame may help, but do not use it if... This is not hesitation. It is claim discipline. ## High-risk concepts Counter-indicators are especially important for psychological safety, social loafing, motivation, accountability, governance, resistance, complexity, cognitive load, system debt, metrics, standards, facilitation, conflict, and AI judgement. ## See Also - [[Evidence and Reliability Guide]] - [[Using Owlery Responsibly]] - [[Claim Types in Owlery]]