Create an inclusive public space for people to report, learn, collaborate and contribute without becoming an unmoderated social feed.
This page turns the subject into a public problem-solving framework: place, problem, causes, evidence, solutions, roadmap, results and contribution.
What is failing, for whom and where?
02 · New contributors may not understand how to participate meaningfully.
03 · Harassment or misinformation can drive away affected communities.
Test causes before selecting projects.
Purpose and norms are vague
Verify this mechanism against local institutions, assets, user experience and available evidence.
Identity and privacy choices are limited
Verify this mechanism against local institutions, assets, user experience and available evidence.
Moderation is reactive
Verify this mechanism against local institutions, assets, user experience and available evidence.
Contribution routes are fragmented
Verify this mechanism against local institutions, assets, user experience and available evidence.
Recognition rewards visibility
Verify this mechanism against local institutions, assets, user experience and available evidence.
Feedback after submission is weak
Verify this mechanism against local institutions, assets, user experience and available evidence.
Record what is known, how it is known and what remains uncertain.
| Evidence area | What to establish | Key limitation |
|---|---|---|
| Belonging | Participation by place and group | Publish source, date, geography, method and known limitations. |
| Safe participation | Contribution type and review status | Publish source, date, geography, method and known limitations. |
| Useful collaboration | Moderation action and appeal | Publish source, date, geography, method and known limitations. |
| Trust | Collaboration formed and completed | Publish source, date, geography, method and known limitations. |
| Belonging | Contributor safety and retention | Publish source, date, geography, method and known limitations. |
Combine immediate action, controlled pilots and structural reform.
Publish clear community roles and norms
Define owner, cost, dependency, safeguard, baseline and decision gate.
Separate reporting, research and discussion workflows
Define owner, cost, dependency, safeguard, baseline and decision gate.
Pilot facilitated local and expert groups
Define owner, cost, dependency, safeguard, baseline and decision gate.
Provide privacy and safety controls
Define owner, cost, dependency, safeguard, baseline and decision gate.
Show contribution status and feedback
Define owner, cost, dependency, safeguard, baseline and decision gate.
Reward useful verified work rather than popularity
Define owner, cost, dependency, safeguard, baseline and decision gate.
Move from diagnosis to accountable improvement.
Define place, people and outcome
Record the responsible actor, evidence requirement and next decision.
Build a verified baseline
Record the responsible actor, evidence requirement and next decision.
Diagnose causes and constraints
Record the responsible actor, evidence requirement and next decision.
Compare options and pilot
Record the responsible actor, evidence requirement and next decision.
Deliver with safeguards
Record the responsible actor, evidence requirement and next decision.
Measure, improve and scale
Record the responsible actor, evidence requirement and next decision.
Track outcomes people can experience.
Diverse contributors
Publish baseline, target, actual, date, geography, source and distribution.
Useful contributions
Publish baseline, target, actual, date, geography, source and distribution.
Review turnaround
Publish baseline, target, actual, date, geography, source and distribution.
Safety incidents
Publish baseline, target, actual, date, geography, source and distribution.
Collaborations completed
Publish baseline, target, actual, date, geography, source and distribution.
Contributor retention
Publish baseline, target, actual, date, geography, source and distribution.
Address foreseeable harm before scaling.
Harassment
This risk can weaken community outcomes or public trust.
Safeguard: Name an owner, control, review trigger and correction route for harassment.Popularity bias
This risk can weaken community outcomes or public trust.
Safeguard: Name an owner, control, review trigger and correction route for popularity bias.Identity exposure
This risk can weaken community outcomes or public trust.
Safeguard: Name an owner, control, review trigger and correction route for identity exposure.Community capture
This risk can weaken community outcomes or public trust.
Safeguard: Name an owner, control, review trigger and correction route for community capture.Questions that should be answered before action.
Improve this Community analysis with local evidence.
Submit a place, source, correction, working practice, implementation lesson or measured result.