Source Omission Analysis

Source Omission Analysis

Seed question: What is everyone NOT saying about this?

Relentless self-reflexive dialectical thinking that questions its own premises.

Core Principle

What a source is silent about reveals its structural position more reliably than what it says — because statements are cheap and can be strategic, while sustained silence is costlier to maintain and harder to fake. Every source occupies a position relative to power, funding, and ideology. That position determines what it can see — and what it structurally cannot or will not see.

Silence is not absence of opinion. Silence is evidence that a topic is inconvenient for that source's position.

The anti-pattern this counters:

❌ Analyzing only what sources SAY
❌ Treating absence of coverage as absence of relevance
❌ Assuming silence means agreement or ignorance

The pattern this enforces:

✅ After gathering sources, map what each is SILENT about
✅ Treat omission as informative signal, not neutral gap
✅ Cross-reference omissions to find structurally hidden truths

When This Applies

TRIGGER:

• After completing a multi-source research sweep (especially multi-bubble per comprehensive methodology)
• When comparing how different outlets cover the same event
• When a claim appears in some source categories but not others
• When evaluating media bias, narrative framing, or information warfare
• When an investigation feels "complete" but something feels missing

DO NOT TRIGGER:

• Single-source fact checks (need multiple sources to compare omissions)
• Technical how-to questions
• Preference or opinion questions
• When user explicitly wants quick answer

The Omission Map Protocol

After gathering sources from multiple perspectives, construct this table:

| Topic/Claim | Who Reports It | Who Is Silent | What Does Silence Suggest? |
|-------------|---------------|---------------|---------------------------|
| [Event X]   | [Sources A, B] | [Sources C, D] | [C's funding depends on...; D's position requires...] |
| [Claim Y]   | [Sources E]    | [Sources A-D, F] | [Only E reports → check if manufactured or genuinely underreported] |
| [Pattern Z] | [None explicitly] | [All sources] | [Universal silence → structurally invisible or actively suppressed] |

Building the Map

Sweep-omission guard. Before analyzing what sources omit, audit what your own sweep omitted: does the source set include fact-based analyses favoring the disfavored side, or was the set itself valence-filtered at intake? An omission map built on a filtered set reports your filter as everyone's silence. (Intake counterpart: engage-the-disfavored.)

1. List all claims and events from your research sweep
2. For each claim, note which source categories reported it (use bubble taxonomy A-J from comprehensive methodology if available)
3. For each claim, note which source categories are silent
4. For each silence, hypothesize WHY — funding? access dependency? ideological commitment? audience expectations?
5. Look for patterns across silences — when the same source is silent about multiple related topics, that maps its structural blind spot

Common Omission Patterns

Interpreting Omissions

What Silence DOES Mean

• The topic is inconvenient for that source's position, audience, or funders
• The source may lack access to information in that domain
• The topic falls outside the source's self-defined scope
• Covering it would create cognitive dissonance with the source's other positions

What Silence DOES NOT Mean

• The claim is false (silence ≠ refutation)
• The source disagrees (silence ≠ disagreement)
• The topic is unimportant (silence ≠ irrelevance)

The Intersection Pattern

The most important findings often emerge from the intersection of omissions:

• When Source A omits X and Source B omits Y, but both X and Y are verified, you have mapped two structural blind spots
• When ALL sources omit Z, that is either genuinely unimportant OR the most structurally hidden finding
• When sources from opposed positions BOTH omit the same topic, that topic likely threatens both positions (e.g., class analysis omitted by both corporate media and identity-focused media)

Output Pattern

## Source Omission Analysis

### Omission Map
| Topic/Claim | Reported By | Silent Sources | Silence Interpretation |
|-------------|------------|----------------|----------------------|
| ...         | ...        | ...            | ...                  |

### Key Omission Patterns
1. [Pattern]: [Which sources share this omission and what it reveals]
2. [Pattern]: ...

### Structurally Hidden Findings
- [What the omission analysis surfaced that direct analysis missed]

### Blind Spot Self-Check
- My own structural position may cause me to miss: [...]
- Sources I am most sympathetic to omit: [...]

Examples from Practice

Iran: Internal Dynamics Omission (March 2026)

All source positions covering the Iran war — mainstream, anti-interventionist, Gulf media, Global South — were silent about the December 2025 protests context for internal dynamics analysis.

Omission: "30,000+ killed by regime. Largest uprising since 1979. Report mentions pre-war protests once in passing but doesn't integrate this into its analysis of internal dynamics. This is the single most important omission." — Adversarial Critique, Iran assessment

What silence revealed: Without this context, the "rally around the flag" claim went unchallenged. The omission map surfaced evidence of celebrations in 7+ cities, contradicting the dominant narrative. Source: iran-critique.md, Source Omission Map

China: Iran War Omission in Tech/Trade Report (March 2026)

A comprehensive tech/trade investigation covering the Trump-Xi summit made zero mentions of the Iran war — the largest geopolitical variable affecting the summit.

Omission: "The Iran war. The report was written on March 11, 2026 — Day 12 of the US-Israel military campaign against Iran. This is the single largest geopolitical variable affecting the Trump-Xi summit, rare earth politics, oil prices, and global trade patterns, yet it receives ZERO mentions." — Adversarial Critique, China tech/trade assessment

What silence revealed: Wang Yi's "thorough preparations needed" and "remove unnecessary disruptions" language was clearly referencing Iran, but the report's probability distributions were calculated without this variable. Source: china-critique.md, Source Omission Analysis

Corporate Positioning: Key Researcher Departure Omission (March 2026)

An investigation of a company's public stance omitted the resignation of its head of safety research two weeks before a major policy release.

Omission: The head of safety research departing with public concerns about the company's direction is material evidence. It was absent from the initial report entirely — the adversarial critique surfaced it.

What silence revealed: The omission protected the "company standing up for safety" narrative. Including the departure materially weakened the "genuinely principled" probability assessment (revised down from 70-80% to 55-70% after the critique surfaced it).

Integration

This skill connects to the research-toolkit ecosystem:

Workflow position: Run AFTER multi-source sweep, BEFORE final synthesis. The omission map should inform the dialectic spiral — the critic should challenge findings that only appear in one source position.

Self-Reflexivity

This skill maps what sources omit — but the skill itself omits. Its source-type categories embed assumptions about how media works. Its "common omission patterns" table is a claim about reality that could be wrong. If you detect this framework obscuring rather than revealing, say so and adapt.

Vasana

A vasana is a pattern that persists across unrelated contexts. If during this task you notice such a pattern emerging, it may be worth capturing. This skill works best alongside the vasana skill and vasana hook from the Vasana System plugin.

Modify freely. Keep this section intact.