dream-thinking — independently scanned and version-tracked by SaferSkills.
SaferSkills independently audited dream-thinking (Agent Skill) and scored it 100/100 (green). The audit ran 55 deterministic rules across Security, Supply Chain, Maintenance, Transparency, and Community; it found 0 high-severity and 0 lower-severity findings. The full rule-by-rule trace and per-finding evidence are below. Free, methodology-open.
Findings & checks · 0 flagged
Every scanned point with the score it earned and what moved between them.
First recorded scan — no prior version to compare against.
The primary manifest — the file an agent reads to learn what this artifact does.
Turn fresh context into a short sleep → dream → wake cycle that produces clearer understanding by morning.
Read recent context first. Ground every dream in real material from the active session and any prior dream logs the user explicitly provides.
Adjacent workflow modes: divergent generation → thinking (convergent planning) → recursive-thinking (adversarial stress-testing) → dream-thinking (retrospective learning).
Use this only when there is fresh, meaningful material to reflect on and plain analysis is not already enough. If the task is first-pass planning or diagnosis, use thinking or recursive-thinking instead.
Typical chaining:
Symbolic recombination as a reasoning tool. Sleep = gather tensions. Dream = re-encode through concrete imagery that preserves structural relationships. Interpret = extract what the imagery reveals that literal analysis missed. Wake = convert to action. The value comes from defamiliarization — breaking literal fixation by seeing familiar material through an unfamiliar lens.
Works with zero arguments. These natural-language modifiers adjust behavior when provided:
If there is no real tension, skip dream imagery and output:
A good symbol maps to a specific source element (not a vague mood), preserves structural relationships (if A depends on B, the symbol keeps that), highlights a property literal description obscures (brittle dependency → glass), and can be interpreted in more than one way.
A weak symbol maps to a general feeling, could be swapped for any other image, has one obvious interpretation, or adds atmosphere without insight.
Falsifiability test: someone familiar with the source material should be able to judge whether the mapping is accurate or stretched. If it works equally well for any source, it is too vague — replace it.
By mood: Pleasant (alignment, strengths) · Nightmare (risk, hidden regressions) · Vision (plausible future, pattern glimpse) · Dream within a dream (false framing, recursive observation).
By function: Integration (unexpected connections across subsystems) · Regression (something working breaks) · Transformation (something changes purpose) · Absence (something expected is missing) · Conflict (two elements can't coexist).
Mood sets the scene. Function guides interpretation.
An interpretation that fails all three is decoration. Drop it or flag it as speculative.
For a full cycle, output:
For the brief reflection fallback, output the reflection only.
~30 seconds. Free. No account. Every finding cites a rule and a line of evidence.