Counterintelligence Adversary Tradecraft Profiling
Profile an adversary's methods, patterns, and signatures to anticipate their moves.
Template Validation Quality
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Continual Learning
Orchestrate continual learning by delegating transcript mining to agents-memory-updater and writing durable memory to local JSON (never root AGENTS.md Learned sections). USE WHEN continual learning, mine prior chats, maintain agent memory, or the stop hook triggers this skill.
Infrastructure Reference Citation
BibTeX read/write/convert that matches the syntax/semantics of projects/templates/template_code_project/manuscript/references.bib (consumed by Pandoc with --natbib -- see infrastructure/rendering/_pdf_combined_renderer.py). Provides BibEntry/BibDatabase models, parse_bibfile/render_database functions, paper_to_bibentry conversion from literature search results, generate_citation_key in the projec…
Infrastructure Steganography
Skill for the steganography infrastructure module providing QR code generation with dynamic mailto links, hash manifests, metadata payloads, and document-wide overlay processing. Use this module to insert opt-in cryptographic and steganographic provenance data onto PDFs.
Critical Review Project Critical Review
Adversarial-then-constructive review of a project: claims, evidence, risks, gaps, and go/no-go.
Template Code Development
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Infrastructure Search
Discovery utilities. Hosts three subpackages — `literature` for Paperclip-style multi-source academic search across arXiv, Crossref, local JSON corpora, and (opt-in) the Paperclip API, with deterministic JSON caching, a `LiteratureClient` aggregator, normalised `Paper` records, and a CLI; `exa` for Exa-backed general web search, content extraction, grounded answers, and find-similar via `ExaClien…
Template Test Creation
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Infrastructure Project
Skill for the project management infrastructure module providing multi-project discovery, structure validation, and metadata extraction. Use when discovering active projects, validating project directory structure, or extracting project configuration metadata.
Infrastructure Benchmark
Deterministic benchmark harnesses for public template exemplars. Use when scoring generated project outputs against benchmark manifests, refreshing the default template smoke manifest, checking publication-readiness rubrics, or adding bounded no-network readiness checks for public template outputs.
Gauss Open Gauss Cli
Open Gauss in this workspace is the math-inc/OpenGauss gauss CLI for Lean session tooling—not Huawei OpenGauss DBMS. See docs/reference/opengauss-naming.md; for the public Lean exemplar see projects/templates/template_active_inference/lean/.
Infrastructure Llm
Skill for the LLM infrastructure module providing local Large Language Model integration via Ollama. Covers client initialization, prompt templates, output validation, manuscript review generation, conversation context, and CLI usage. Use when querying LLMs, generating manuscript reviews, validating LLM outputs, or managing Ollama models.
Template Manuscript Claim Verification
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Cognitive Security Audience Vulnerability Segmentation
Segment an audience by susceptibility to specific manipulation vectors (defensive use).
Cognitive Security Rumor And Virality Assessment
Estimate a claim's spread potential from emotional charge, ambiguity, and network fit.
Counterintelligence Insider Threat Indicator Review
Review behavioral and access indicators of insider risk within ethical/legal bounds.
Cognitive Security Emotional Manipulation Analysis
Identify affective levers (fear, outrage, tribal belonging) a message exploits.
Information Environment Narrative Ecosystem Mapping
Map the competing narratives, carriers, and audiences in an information space.
Information Environment Information Flow Network Analysis
Analyze how information propagates through a network to find amplifiers and bottlenecks.
Counterintelligence Indicators Of Deception Analysis
Apply the MOM/POP/MOSES/EVE deception-detection checklists to a body of evidence.
Counterintelligence Disinformation Attribution
Reason about attribution of an operation with calibrated confidence and alternatives.
Cognitive Security Trust And Credibility Modeling
Model how trust is established, transferred, and exploited across an information system.
Cognitive Security Epistemic Security Posture Review
Assess an organization's defenses for the integrity of how it knows what it knows.
Critical Review Ethics And Harms Review
Assess dual-use, harm, and misuse potential of a project or capability.
Critical Review Assumption Surfacing Review
Make every implicit assumption explicit and assess its load-bearing role.
Information Environment Platform Affordance Risk Assessment
Assess how a platform's features enable or constrain manipulation.
Counterintelligence Analytic Process Hardening
Harden an analytic workflow against being gamed, anchored, or fed planted evidence.
Critical Review Code Security Review
Review code for security defects, silent failures, and unsafe fallback behavior.
Cognitive Security Propaganda Technique Classification
Classify content against the canonical propaganda techniques (IPA and successors).
Counterintelligence Elicitation Attempt Recognition
Recognize social-engineering elicitation patterns in conversations and outreach.
Information Environment Bot And Automation Detection
Distinguish automated from human activity using behavioral and temporal signals.
Cognitive Security Framing And Priming Analysis
Surface the frames and primes shaping interpretation beneath a message's literal content.
Information Environment Coordinated Inauthentic Behavior Detection
Detect coordination signatures across accounts, timing, and content reuse.
Cognitive Security Disinformation Campaign Analysis
Decompose a campaign's objectives, narratives, TTPs, and amplification structure.
Critical Review Threat Model Review
Review a system's threat model for missing actors, surfaces, and assumptions.
Cognitive Security Astroturfing Detection
Distinguish manufactured grassroots activity from organic engagement.
Cognitive Security Manipulation Technique Identification
Name the specific persuasion/manipulation techniques in a message or campaign.
Counterintelligence Denial And Deception Detection
Detect adversary denial and deception by testing for what a deceiver would hide or plant.
Cognitive Security Logical Fallacy Detection
Catalogue the formal and informal fallacies in an argument or persuasive piece.
Critical Review Claim Evidence Audit
Bind every claim to its supporting evidence; flag overclaims and unsupported assertions.
Critical Review Reproducibility Assessment
Assess whether a result can be regenerated from the stated data, code, and seeds.
Counterintelligence Honeypot And Canary Design
Design canary tokens and decoys to detect probing and exfiltration (defensive).
Cognitive Security Cognitive Bias Audit
Scan an analysis or decision for the specific biases most likely to distort it.
Critical Review Logical Coherence Review
Test an argument's internal consistency and the validity of its inferential steps.
Information Environment Narrative Competition Analysis
Analyze how rival narratives compete for attention, belief, and durability.
Cognitive Security Cognitive Attack Kill Chain
Stage a cognitive attack (recon→delivery→exploitation→persistence) to plan defenses per stage.
Cognitive Security Source Credibility Evaluation
Grade a source on reliability and a claim on credibility using the Admiralty/NATO scale.
Cognitive Security Attack Surface Of Belief Mapping
Map which beliefs of a target audience are most exposed to manipulation and why.
Cognitive Security Media Literacy Assessment
Evaluate and strengthen an audience's lateral-reading and verification habits.
Critical Review Statistical Validity Review
Check statistical methods, power, multiple comparisons, and inference against the claims.
Infrastructure Sia
Skill for the Self-Improvement Agent (SIA) harness contract. Use when validating task public/private layouts, generation artifact trees, evaluation runners, fixture replay loops, or opt-in live Meta→Target→Feedback cycles in template projects.
Template Academic Paper Reviewer
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Template Startup
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Template Academic Paper
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Cognitive Security Resilience Metrics Design
Define measurable indicators of an information ecosystem's resistance to manipulation.
Codomyrmex
🐜 AI-native modular coding workspace — 127 modules, 424 MCP tools, 21K+ zero-mock tests, multi-agent orchestration (Claude/Gemini/GPT), PAI integration
Cognitive Security Information Provenance Tracing
Trace a claim back to its origin through the chain of republication and mutation.
Template Reproducibility Audit
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Template Comprehensive Assessment
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Critical Review Citation Integrity Review
Verify citations exist, say what they're claimed to say, and support the cited point.
Cognitive Security Influence Operation Mapping
Map an influence operation across actors, behaviors, content, and channels (ABCD).
Template Academic Pipeline
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Infrastructure Scientific
Skill for the scientific infrastructure module providing numerical stability checks, performance benchmarking, and independent improvement confirmation. Use when benchmarking functions, checking numerical stability, or confirming a candidate beats a baseline beyond the noise band.
Template Literature Synthesis
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Infrastructure Rendering
Skill for the rendering infrastructure module providing multi-format output generation including PDF manuscripts, HTML web pages, and Beamer/Reveal.js slides. Use when rendering research outputs, converting markdown to PDF, generating slides, or configuring LaTeX rendering.
Infrastructure Prose
Prose analysis utilities for research manuscripts and prose-focused projects. Provides readability metrics (Flesch, Flesch-Kincaid, Gunning Fog), heading-outline structural analysis, editorial quality flags (passive voice, hedge words, citation density, long sentences), aggregate ManuscriptReport across a manuscript directory, and a CLI (metrics/outline/quality/report). Use when analyzing manuscr…
Cognitive Security Counter Messaging Strategy
Design ethical counter-messaging that corrects without amplifying the original falsehood.
Template Pipeline Debugging
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Infrastructure Documentation
Skill for the documentation infrastructure module providing figure management, image handling, markdown integration, and API glossary generation. Use when managing research figures, inserting images into manuscripts, auto-numbering figures, or generating API documentation.
Template Feature Addition
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Template Workflows
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Template Manuscript Cross References
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Infrastructure Search Literature
Paperclip-style multi-source literature search across arXiv, Crossref, local JSON corpora, and (opt-in) the Paperclip API. Provides Paper/SearchQuery/SearchResult data models, a LiteratureClient aggregator with per-backend failure isolation, DOI/arXiv-aware deduplication via merge_papers, deterministic JSON caching via SearchCache, an HttpClient protocol for test injection, and a CLI (search/to-b…
Infrastructure Core
Skill for the core infrastructure module providing logging, configuration, exception handling, progress tracking, checkpoints, retry logic, pipeline execution, performance monitoring, security, file operations, and multi-project orchestration. Use when setting up logging, loading config, handling errors, running pipelines, or monitoring performance.
Cognitive Security Prebunking Inoculation Design
Design inoculation content that builds audience resistance before exposure to manipulation.
Template Manuscript Creation
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Template Agentic Use
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Infrastructure Reporting
Skill for the reporting infrastructure module providing pipeline reporting, error aggregation, executive summaries, dashboard generation, test reporting, and multi-project reports. Use when generating build reports, aggregating errors, creating visual dashboards, or producing executive summaries across projects.
Infrastructure Publishing
Skill for the publishing infrastructure module providing academic publishing workflows including BibTeX CLI citation generation, APA/MLA citation helper functions, DOI management, Zenodo publication, arXiv submission preparation, GitHub releases, PyPI and TestPyPI package distribution, static-site deployment to GitHub Pages / Cloudflare Pages / Netlify, multi-target long-horizon archival (IPFS Pi…
Cognitive Security Deepfake Synthetic Media Triage
Triage suspected synthetic media for tell-tales and provenance signals (defensive, non-forensic).
Infrastructure Autoresearch
Skill for deterministic AutoResearch readiness planning. Use when adding, validating, or documenting opt-in autoresearch.yaml controls, stage-gate readiness, evidence-grounded claims, artifact readiness reports, or AutoResearchClaw-inspired workflow checks in template projects.
Infrastructure Methods
Methods orchestration contract builder for template projects. Use when mapping pipeline stages, manuscript methods, artifact manifests, evidence registries, and validation commands into one reproducible methods plan.
Critical Review Research Design Critique
Critique a study's design for validity threats, confounds, and inferential reach.
Reference Verification
Deterministic anti-hallucination gate for cited references. Resolves each entry in a manuscript .bib file against Crossref, OpenAlex, and arXiv; flags fabricated (identifier resolves to nothing), mismatched (title/author/year disagree), unverifiable (no identifier), unchecked (offline cache miss — never silently OK), and anachronistic (future-dated) citations. Offline-first with a persistent SQLi…
Infrastructure Config
Repository-scoped configuration for the template—environment variable templates and default secure/steganography YAML. Use when editing .env patterns, secure_config defaults, or cross-referencing project manuscript config overrides.
Critical Review Red Team Review
Adversarially stress an artifact to find the failure mode its authors did not anticipate.
Infrastructure Orchestration
Python CLI and menu orchestration for pipeline runs — project slug validation, interactive picker, PipelineRunner wrapping PipelineExecutor, per-stage logs, secure pipeline wrapper. Use when extending run.sh behavior, fixing menu/CLI routing, or testing discovery helpers.
Template Deep Research
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Infrastructure Doctor
Skill for the doctor infrastructure module providing repository-level diagnostics and safe, reversible automated repair. Use when the local checkout is acting up, before opening a bug, when onboarding a fresh clone, or as a periodic health probe. Every mutation is backed up under .doctor/backups/ and journalled in .doctor/actions.jsonl so any change can be undone byte-for-byte.
Infrastructure Skills
Programmatic discovery of first-party agent SKILL.md files under configured public repo roots (infrastructure, projects, docs/prompts, and .cursor/skills). Use when enumerating skills, validating .cursor/skill_manifest.json, writing docs/_generated/skills_index.md, checking docs/prompts workflow contracts, or wiring editor automation. Exposes discover_skills, write_skill_manifest, manifest_matche…
Telemetry
Unified pipeline telemetry — collects per-stage performance metrics (CPU, memory, I/O) and diagnostic events into structured reports (JSON, text).
Template Refactoring
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Cognitive Security Information Laundering Tracing
Track how a fringe claim is legitimized through layered republication into mainstream channels.
Infrastructure Overview
Top-level skill for the research template infrastructure layer. Use in Cursor, Claude Code, or similar agents when editing or importing anything under infrastructure/, understanding the two-layer architecture, or wiring build/validation/rendering/publishing. Covers module discovery, import patterns, thin orchestrators, per-subpackage SKILL.md paths, and .cursor/skill_manifest.json (see infrastruc…
Infrastructure Docker
Container build and compose assets for the research template. Use when reproducing CI or cloud environments with Docker, following docs/CLOUD_DEPLOY.md, or wiring Ollama sidecars via docker-compose.
Infrastructure Reference
Bibliographic-reference utilities for research projects. Read, write, and convert BibTeX entries that match the syntax/semantics of projects/templates/template_code_project/manuscript/references.bib (consumed by Pandoc with --natbib during PDF render -- see infrastructure/rendering/_pdf_combined_pandoc.py). Exposes the `citation` submodule (BibTeX I/O + Paper→BibEntry conversion) and the `verific…
Cognitive Security Narrative Threat Assessment
Characterize a narrative's intent, mechanics, reach, and harm potential as a cognitive threat.
Template Documentation Creation
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Template Infrastructure Module
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Template Methods Orchestration
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