Claude Skills by docxology

METAINFORMANT rules for directory tests/menu. Use when editing, adding tests, or reviewing code under this path. Read the linked AGENTS.md first; use uv only, write outputs to output/, real implementations.

METAINFORMANT rules for directory tests/metabolomics. Use when editing, adding tests, or reviewing code under this path. Read the linked AGENTS.md first; use uv only, write outputs to output/, real implementations.

METAINFORMANT rules for directory tests/metagenomics. Use when editing, adding tests, or reviewing code under this path. Read the linked AGENTS.md first; use uv only, write outputs to output/, real implementations.

METAINFORMANT rules for directory tests/ml/llm. Use when editing, adding tests, or reviewing code under this path. Read the linked AGENTS.md first; use uv only, write outputs to output/, real implementations.

METAINFORMANT rules for directory tests/ml. Use when editing, adding tests, or reviewing code under this path. Read the linked AGENTS.md first; use uv only, write outputs to output/, real implementations.

METAINFORMANT rules for directory tests/multiomics. Use when editing, adding tests, or reviewing code under this path. Read the linked AGENTS.md first; use uv only, write outputs to output/, real implementations.

METAINFORMANT rules for directory tests/networks. Use when editing, adding tests, or reviewing code under this path. Read the linked AGENTS.md first; use uv only, write outputs to output/, real implementations.

METAINFORMANT rules for directory tests/ontology. Use when editing, adding tests, or reviewing code under this path. Read the linked AGENTS.md first; use uv only, write outputs to output/, real implementations.

METAINFORMANT rules for directory tests/other. Use when editing, adding tests, or reviewing code under this path. Read the linked AGENTS.md first; use uv only, write outputs to output/, real implementations.

METAINFORMANT rules for directory tests/perf. Use when editing, adding tests, or reviewing code under this path. Read the linked AGENTS.md first; use uv only, write outputs to output/, real implementations.

METAINFORMANT rules for directory tests/pharmacogenomics. Use when editing, adding tests, or reviewing code under this path. Read the linked AGENTS.md first; use uv only, write outputs to output/, real implementations.

METAINFORMANT rules for directory tests/phenotype. Use when editing, adding tests, or reviewing code under this path. Read the linked AGENTS.md first; use uv only, write outputs to output/, real implementations.

METAINFORMANT rules for directory tests/popgen. Use when editing, adding tests, or reviewing code under this path. Read the linked AGENTS.md first; use uv only, write outputs to output/, real implementations.

METAINFORMANT rules for directory tests/protein. Use when editing, adding tests, or reviewing code under this path. Read the linked AGENTS.md first; use uv only, write outputs to output/, real implementations.

METAINFORMANT rules for directory tests/quality. Use when editing, adding tests, or reviewing code under this path. Read the linked AGENTS.md first; use uv only, write outputs to output/, real implementations.

METAINFORMANT rules for directory tests/rna. Use when editing, adding tests, or reviewing code under this path. Read the linked AGENTS.md first; use uv only, write outputs to output/, real implementations.

METAINFORMANT rules for directory tests/scripts. Use when editing, adding tests, or reviewing code under this path. Read the linked AGENTS.md first; use uv only, write outputs to output/, real implementations.

METAINFORMANT rules for directory tests/simulation. Use when editing, adding tests, or reviewing code under this path. Read the linked AGENTS.md first; use uv only, write outputs to output/, real implementations.

METAINFORMANT rules for directory tests/singlecell. Use when editing, adding tests, or reviewing code under this path. Read the linked AGENTS.md first; use uv only, write outputs to output/, real implementations.

METAINFORMANT rules for directory tests/spatial. Use when editing, adding tests, or reviewing code under this path. Read the linked AGENTS.md first; use uv only, write outputs to output/, real implementations.

METAINFORMANT rules for directory tests/structural_variants. Use when editing, adding tests, or reviewing code under this path. Read the linked AGENTS.md first; use uv only, write outputs to output/, real implementations.

METAINFORMANT rules for directory tests/_support. Use when editing, adding tests, or reviewing code under this path. Read the linked AGENTS.md first; use uv only, write outputs to output/, real implementations.

METAINFORMANT rules for directory tests/visualization. Use when editing, adding tests, or reviewing code under this path. Read the linked AGENTS.md first; use uv only, write outputs to output/, real implementations.

METAINFORMANT rules for directory tests. Use when editing, adding tests, or reviewing code under this path. Read the linked AGENTS.md first; use uv only, write outputs to output/, real implementations.

METAINFORMANT rules for directory src/metainformant/visualization/interactive_dashboards. Use when editing, adding tests, or reviewing code under this path. Read the linked AGENTS.md first; use uv only, write outputs to output/, real implementations.

Distinguish manufactured grassroots activity from organic engagement.

Map which beliefs of a target audience are most exposed to manipulation and why.

Segment an audience by susceptibility to specific manipulation vectors (defensive use).

Stage a cognitive attack (recon→delivery→exploitation→persistence) to plan defenses per stage.

Scan an analysis or decision for the specific biases most likely to distort it.

Design ethical counter-messaging that corrects without amplifying the original falsehood.

Triage suspected synthetic media for tell-tales and provenance signals (defensive, non-forensic).

Decompose a campaign's objectives, narratives, TTPs, and amplification structure.

Identify affective levers (fear, outrage, tribal belonging) a message exploits.

Assess an organization's defenses for the integrity of how it knows what it knows.

Surface the frames and primes shaping interpretation beneath a message's literal content.

Map an influence operation across actors, behaviors, content, and channels (ABCD).

Track how a fringe claim is legitimized through layered republication into mainstream channels.

Trace a claim back to its origin through the chain of republication and mutation.

Catalogue the formal and informal fallacies in an argument or persuasive piece.

Name the specific persuasion/manipulation techniques in a message or campaign.

Evaluate and strengthen an audience's lateral-reading and verification habits.

Characterize a narrative's intent, mechanics, reach, and harm potential as a cognitive threat.

Design inoculation content that builds audience resistance before exposure to manipulation.

Classify content against the canonical propaganda techniques (IPA and successors).

Define measurable indicators of an information ecosystem's resistance to manipulation.

Estimate a claim's spread potential from emotional charge, ambiguity, and network fit.

Grade a source on reliability and a claim on credibility using the Admiralty/NATO scale.

Model how trust is established, transferred, and exploited across an information system.

Profile an adversary's methods, patterns, and signatures to anticipate their moves.