Toolkit/S.L.I.C.E. v1/Worked Examples

Worked Examples

Three anonymized case walkthroughs showing S.L.I.C.E. v1 applied to different environments: an in-person esoteric group, an online subscription community and an alternative healing practice. Each example demonstrates how evidence maps to dimensions, how confidence is assigned and how proportional conclusions are reached.

Three Examples

Esoteric Study Group

In-person group with centralized authority, escalating fees and documented isolation.

Online Subscription Community

Discord-based community with tiered access, pseudonymous leadership and financial escalation.

Alternative Healing Practice

Belief-based healing environment with documented suppression of conventional medical care.

How to Read a Worked Example

Each worked example includes case context, an evidence pack, an analysis walkthrough, confidence levels, and stated boundaries. The process is the same whether you are analyzing a historical case or a constructed example.

Review the Evidence Pack

Read through everything once without judgment. Get familiar with what is there. Note what stands out as unusual, concerning, or unclear. If evidence is missing (no financial records, no member accounts, no outside perspective), note that. Gaps matter.

Identify Baseline or Source Material

Some examples include a baseline comparison: how a teaching, system, or organization is presented in source material versus how a local group presents it. Understand the baseline first. Then look at the group’s presentation. Where does it match? Where does it deviate? What function might those deviations serve?

Map Evidence to S.L.I.C.E. Dimensions

Go through the evidence and sort it into five buckets: Structure, Limits, Influence, Control, Escalation. One piece of evidence may fit multiple dimensions.

Separate Fact, Allegation, Inference, and Interpretation

Not all evidence is equal. Fact: documented, verifiable. Allegation: a claim, not independently verified. Inference: a logical conclusion from facts. Interpretation: an assessment based on evidence. Label each finding. Do not mix them.

Assign Confidence Levels

High: multiple sources, documented, consistent. Moderate: some sources, reasonable interpretation, minor gaps. Low: limited sources, significant gaps, requires inference. Be honest about what you know and do not know.

Look for Patterns Across Dimensions

A single red flag in one dimension is less concerning than patterns across multiple dimensions. Ask: How many dimensions show evidence of control? Are red flags isolated or widespread? Do they reinforce each other? Is control stable, increasing, or decreasing?

Reach a Proportional Conclusion

Your conclusion should match your evidence. Summarize what you found. State your confidence level. Name what you do not know. Explain what action or next step makes sense given your findings.

Document Your Work

Use the S.L.I.C.E. Analysis Worksheet. Write down what evidence supports each dimension, your confidence level for each finding, what gaps or limitations exist, your overall risk assessment, and what should happen next.

Common Pitfalls to Avoid

Confirmation bias: Do not look for evidence that confirms what you already believe. Follow the evidence.
Over-interpretation: Do not read malice into ambiguity. Stick to what the evidence shows.
Under-weighting gaps: If key evidence is missing, say so. Do not pretend you have a complete picture.
Mixing dimensions: Do not put everything in Escalation because it feels urgent. Use all five dimensions.
Ignoring baseline: If a group’s practices match legitimate tradition, do not flag them as red flags.
Assuming intent: You can describe control mechanisms without claiming the leader intentionally designed them.

Worked Example: Esoteric Study Group

This is a constructed, anonymized example designed to demonstrate the analytical process. It does not represent a specific real group.

Case Context

A small esoteric study group (15–25 members) operating in a mid-size city. The group is led by a single teacher who claims advanced spiritual knowledge. Members meet weekly for study sessions and monthly for ritual practice. The group charges escalating fees for advanced teachings. A concerned family member has reported that their adult daughter has become increasingly isolated since joining 18 months ago.

Available evidence: two former member accounts, the group's public website and social media, three internal documents obtained by a former member, and the referring family member's observations over 18 months.

S.L.I.C.E. Analysis

Structure

Finding

Type

Confidence

Single leader with claimed spiritual authority over all members

Fact

High

Tiered membership with inner circle receiving privileged access

Fact

High

All major decisions require leader approval

Allegation (multiple sources)

Moderate

Limits

Finding

Type

Confidence

Members discouraged from discussing group practices with outsiders

Fact

High

Former member reports being told family contact was “spiritual contamination”

Allegation

Moderate

Financial commitments create practical barriers to exit

Inference

Moderate

Influence

Finding

Type

Confidence

Teachings claim exclusive access to spiritual truth unavailable elsewhere

Fact

High

Doubt is framed as spiritual weakness or external attack

Fact

High

Members describe feeling they cannot question without guilt

Allegation (multiple sources)

Moderate

Control

Finding

Type

Confidence

Monthly financial contributions expected; amounts escalate with involvement

Fact

High

Members who questioned practices were publicly corrected in group settings

Allegation (two sources)

Moderate

Leader monitors member communications through appointed intermediaries

Allegation

Low

Escalation

Finding

Type

Confidence

Financial demands increased over the 18-month period reviewed

Fact

High

Two members report worsening psychological distress during involvement

Allegation

Moderate

Isolation from outside relationships increased as involvement deepened

Inference

Moderate

Proportional Conclusion

This group shows evidence of control across multiple dimensions. The leader holds centralized authority (Structure), members are discouraged from outside contact and face escalating financial commitments (Limits), teachings claim exclusive truth and pathologize doubt (Influence), financial extraction and public correction enforce compliance (Control), and both financial demands and isolation have increased over the review period (Escalation).

Risk Level: Moderate to High. Evidence of control across all five dimensions with escalation indicators present.

Confidence: Moderate overall. Structural and influence findings are well-supported. Control and escalation findings rely partly on allegations that would benefit from additional corroboration.

Recommended Next Steps: Gather additional evidence (more former member accounts, financial records if available). Consider professional consultation if escalation indicators intensify. Document observations with dates and sources.

This worked example is constructed for illustrative purposes. It does not represent a specific real group. The analysis demonstrates the S.L.I.C.E. process; it does not constitute legal advice, clinical assessment, or operational guidance. All conclusions are proportional to the stated evidence base.

Worked Example: Online Subscription Community

This is a constructed, anonymized example demonstrating S.L.I.C.E. applied to a digital environment. It does not represent a specific real group.

Case Context

A Discord-based subscription community focused on “alternative research” and “suppressed information.” The server has grown rapidly over 18 months. It operates a tiered access model: free public channels, a paid verified tier ($15/month), and a private inner-circle tier ($50/month). The administrator is pseudonymous. Three former members have independently raised concerns about financial pressure, content escalation, and difficulty leaving.

Available evidence: server public channel screenshots, three former member accounts, administrator's public social media presence, and subscription pricing documentation.

Analytical Note: Digital Environments

Digital coercive environments differ from in-person groups in several ways: physical isolation is absent but informational isolation can be severe; exit is technically easy but social and psychological barriers may be significant; financial extraction operates through subscription models rather than communal property; and escalation may be harder to observe because it occurs across private channels. The S.L.I.C.E. framework applies to digital environments, but analysts should adjust expectations: some indicators will be weaker, others (information control, financial escalation) may be stronger.

S.L.I.C.E. Analysis

Structure

Finding

Type

Confidence

Discord server organized into public channels, verified member channels, and private inner-circle channels

Fact

High

Administrator controls access to higher tiers through manual approval; no transparent criteria

Fact

High

Administrator identity is pseudonymous; real identity unknown to most members

Fact

High

Inner-circle members enforce norms in public channels on behalf of administrator

Allegation (two former members)

Moderate

Limits

Finding

Type

Confidence

Members are told not to share server content externally; framed as protecting the community

Fact

High

Skeptical questions in public channels are removed; members who persist are muted or banned

Allegation (three former members)

Moderate

Exit is technically unrestricted but members report social pressure and fear of being 'exposed' for things shared in private channels

Allegation (two former members)

Moderate

Influence

Finding

Type

Confidence

Server presents itself as providing suppressed or hidden knowledge unavailable on mainstream platforms

Fact

High

Administrator regularly posts content framing mainstream sources as corrupt, compromised, or deliberately misleading

Fact

High

Members who advance through tiers receive validation and status; those who question are publicly corrected

Allegation (multiple sources)

Moderate

Control

Finding

Type

Confidence

Monthly subscription fee required for access to higher-tier channels ($15–$50/month)

Fact

High

Members in private channels report being pressured to purchase additional materials (courses, reports, merchandise)

Allegation (two former members)

Moderate

Administrator has threatened to share private member content publicly when members attempted to leave or criticize

Allegation (one former member)

Low

Escalation

Finding

Type

Confidence

Server has grown from 200 to 4,000+ members over 18 months

Fact

High

Financial demands have increased: initial free access now requires paid subscription; higher tiers require additional purchases

Fact

High

One former member reports significant financial loss ($800+) and psychological distress following exit

Allegation

Moderate

Content in private channels has reportedly become more extreme over time

Allegation (two former members)

Low

Proportional Conclusion

This community shows a pattern of control mechanisms consistent with a digital coercive influence environment. The tiered access model concentrates authority in a pseudonymous administrator, information control is embedded in the platform architecture, financial escalation is documented, and exit barriers are present though primarily psychological and social rather than physical.

Risk Level: Moderate. Evidence of control across all five dimensions, though confidence is limited by the pseudonymous structure and restricted access to private channel content.

Confidence: Moderate overall. Structural and financial findings are well-supported. Control and escalation findings in private channels rely on allegations requiring corroboration.

Key Limitation: The pseudonymous administrator structure and private channel content are not independently verifiable from available evidence. The threat allegation (Control dimension) is single-source and rated Low confidence — it should not carry significant analytical weight without corroboration.

This worked example is constructed for illustrative purposes. It does not represent a specific real group. The analysis demonstrates the S.L.I.C.E. process applied to digital environments; it does not constitute legal advice, clinical assessment, or operational guidance.

Worked Example: Alternative Healing Practice

This is a constructed, anonymized example demonstrating S.L.I.C.E. applied to a belief-based healing environment. It does not represent a specific real group.

Case Context

A hospital social worker has observed a pattern: three clients presenting with advanced illness and minimal prior conventional treatment, all connected to the same alternative healing practitioner. The social worker has researched the practitioner's public materials and spoken with former clients and family members. She refers the case for analytical review.

Available evidence: practitioner's public website and social media, four former client accounts, two family member accounts, and the referring social worker's documented observations.

Analytical Note: Belief-Based Harm

Cases involving alternative healing require careful analytical framing. The issue is not whether the practitioner's beliefs are unusual or unconventional. The analytical question is whether the system discourages outside consultation, reframes deterioration as progress, and creates financial and psychological dependency that prevents clients from seeking appropriate care. Belief content is not itself a red flag. The behavioral and structural indicators are what matter.

S.L.I.C.E. Analysis

Structure

Finding

Type

Confidence

Wellness center organized around a single practitioner with no formal credentials displayed

Fact

High

Clients progress through a defined tier system: introductory sessions, ongoing treatment, and an inner circle of dedicated students

Fact

High

Inner-circle students assist with client intake and reinforce the practitioner's teachings

Allegation (two former clients)

Moderate

Limits

Finding

Type

Confidence

Clients are discouraged from seeking conventional medical care; framed as spiritually disruptive

Allegation (three former clients, one family member)

Moderate

Clients who consulted outside practitioners were reportedly questioned about their commitment

Allegation (two former clients)

Moderate

Exit is not formally restricted but former clients report social pressure and fear of losing the community

Allegation (multiple sources)

Moderate

Influence

Finding

Type

Confidence

Practitioner presents teachings as drawing on ancient wisdom unavailable in conventional medicine

Fact

High

Deterioration in client health is reframed as 'cleansing' or 'deeper healing' rather than treatment failure

Allegation (three former clients)

Moderate

Conventional medicine is consistently described as harmful, fear-based, or spiritually contaminating

Fact (public materials)

High

Control

Finding

Type

Confidence

Clients are required to purchase proprietary supplements and remedies as part of treatment ($200–$600/month)

Fact

High

Skeptical clients are reportedly told their doubt is blocking their healing

Allegation (two former clients)

Moderate

Inner-circle students receive discounted treatment in exchange for assisting with client management

Allegation (one former student)

Low

Escalation

Finding

Type

Confidence

Three clients presented to hospital with advanced illness following extended periods under the practitioner's care

Fact (referring professional's observation)

High

All three clients had delayed conventional medical care by 6–18 months

Inference (from referring professional's observation)

Moderate

Financial demands increase as clients progress through tiers

Fact

High

Proportional Conclusion

The available evidence is consistent with a belief-based coercive influence environment in which authority, dependency, and financial pressure combine to suppress outside medical care. The most analytically significant finding is the Escalation dimension: three clients with advanced illness and documented delays in conventional treatment, all connected to the same practitioner. This pattern is not explained by coincidence.

Risk Level: High. The combination of documented health harm, systematic discouragement of outside care, and financial dependency creates a high-risk profile.

Confidence: Moderate-High. The Escalation and Influence findings are well-supported. Some Control and Limits findings rely on allegations that would benefit from additional corroboration.

Recommended Next Steps: Refer to appropriate regulatory and safeguarding bodies. Document the pattern of delayed conventional care. The analysis supports regulatory review, not criminal determination — that requires separate investigation.

This worked example is constructed for illustrative purposes. It does not represent a specific real practitioner or group. The analysis demonstrates the S.L.I.C.E. process applied to belief-based healing environments; it does not constitute legal advice, clinical assessment, or operational guidance.