Santismm Knowledge — Harness Engineering, Agentic AI & Governance
com.santismm/knowledge
Tools
No completed scan is public yet; these are the most recently recorded tool definitions. Effects and capabilities are classified by Squatch from each tool's metadata. Squatch never runs tools.
- Effect: Read 39
- Effect: Write 1
- Effect: Execute 1
Showing 41 of 41 tools
| Details | ||
|---|---|---|
| assess_physical_ai_fit Run the deployment guide's readiness assessment: score per area and overall, the band and its guidance, the weakest area, blockers (items a… | Effect: Execute | |
| compare_models Put two or more frontier models side by side on the benchmark results recorded for them (score, unit, source table and evidence grade per b… | Effect: Write | |
| calculate_agent_economics Calculate monthly operating cost, cost per verified outcome, manual baseline, savings, ROI and break-even success rate from explicit assump… | Effect: Read | |
| calculate_evaluation_sample_size Calculate two different samples: how many independent evaluations are needed to detect at least one failure, and how many are needed to est… | Effect: Read | |
| calculate_human_supervision_capacity Calculate review and escalation workload, required FTE, available headroom or backlog, monthly labour cost and sustainable case volume. Use… | Effect: Read | |
| calculate_physical_ai_roi Run the Physical AI calculator's own 36-month model: manual vs robotic TCO, annual savings, upfront investment, payback month, ROI, coverag… | Effect: Read | |
| compare_physical_ai_platforms Compare 2–5 platforms side by side on published fields only — payload, runtime, weight, speed, IP rating, temperature range, price, autonom… | Effect: Read | |
| get_architecture Get one reference architecture by slug (includes the request flow, reference scenario, KPIs, cost & scaling, and the patterns/knowledge it … | Effect: Read | |
| get_article Get one complete essay by slug, including its clean Markdown-like body, metadata, licence context and canonical URL. Use this after `list_a… | Effect: Read | |
| get_author_profile Get the author's professional profile as structured facts: name and the other forms it takes, current role with its start date, previous or… | Effect: Read | |
| get_benchmark Get one benchmark by slug or name: what it measures, state of the art, saturation, headroom, human baseline, source and notes, the radar ax… | Effect: Read | |
| get_claim Get one claim by id (HE-CLAIM-001) or slug: the statement, what it rests on, its structured sources, and — always present — what it does NO… | Effect: Read | |
| get_governance Get one AI governance unit by slug (includes scope, key requirements, implementable controls, a checklist and common pitfalls). Use this on… | Effect: Read | |
| get_handbook Get one Harness Engineering Handbook chapter, by id (e.g. 'HRN-001') or slug. Returns the full Markdown body plus its provenance and relate… | Effect: Read | |
| get_homeric_episode Get one episode by slug: the passage, the narrative, the competing theories about where it happened (each with its proponent and sources), … | Effect: Read | |
| get_homeric_place Get one place by slug: every identification proposed for it, each with its own coordinates, class, 0-12 rubric and sources, plus the attest… | Effect: Read | |
| get_homeric_route Get one route by slug: each reconstruction variant with its ordered stops, the hypothesis chosen at each stop, its confidence rubric and it… | Effect: Read | |
| get_knowledge Get one knowledge unit by slug. Returns the full entry, or a single-locale body if locale is given. Use this once `search` or `list_knowled… | Effect: Read | |
| get_lab Get one Lab by slug, including formulas, assumptions, related SANTISMM content and its executable endpoint when one exists. Use this after … | Effect: Read | |
| get_overview Get the complete MCP map — start here. Returns the five-domain core plus the separate Article, Labs, Homeric Atlas, claim-registry, AI-benc… | Effect: Read | |
| get_pattern Get one Enterprise AI pattern by slug (includes problem, solution, KPIs, failure modes, lessons). Use this once `search` or `list_patterns`… | Effect: Read | |
| get_physical_ai_item Read one record by type and slug: a platform sheet (specs with test conditions, provenance and sources, autonomy by task, evidence stage, a… | Effect: Read | |
| get_related Traverse the knowledge graph: given a unit, return its neighbours — the units it links to (outgoing) and the units that reference it (incom… | Effect: Read | |
| list_architectures List all reference architectures (end-to-end enterprise agentic blueprints) with id, slug, category, name, summary and provenance. Use this… | Effect: Read | |
| list_articles List every long-form essay published on articles.santismm.com, with language, dates, topics and citable canonical URLs. Use this to browse … | Effect: Read | |
| list_benchmarks List every benchmark in the AI Agent Benchmarks catalogue (agentic benchmarks with SOTA, saturation and headroom) and in the radar's comple… | Effect: Read | |
| list_claims List the load-bearing claims of the corpus, each tagged as observed_fact, industry_synthesis, santismm_thesis or strategic_hypothesis, with… | Effect: Read | |
| list_governance List all AI governance units (regulations, standards, frameworks, playbooks — EU AI Act, ISO 42001, NIST AI RMF, agentic checklist) with id… | Effect: Read | |
| list_handbook List the Harness Engineering Handbook chapters (HRN-001…): the canonical long-form corpus on harness engineering — definition, history, tax… | Effect: Read | |
| list_homeric_episodes List every episode of the Iliad and the Odyssey held in the atlas, in reading order, with its passage, the places it involves and how firml… | Effect: Read | |
| list_homeric_places List every place in the Homeric Atlas with its identification class, its confidence score and how many competing identifications it carries… | Effect: Read | |
| list_homeric_routes List the reconstructed itineraries (the nostos of Odysseus and the others), each with its rival reconstructions scored separately. Use this… | Effect: Read | |
| list_knowledge List all knowledge units (concepts on agentic & enterprise AI) with slug, category, title, summary and Evidence-First provenance. Use this … | Effect: Read | |
| list_labs List every SANTISMM Lab with its inputs, outputs, assumptions, formulas and citation URL. Use this to discover interactive and machine-read… | Effect: Read | |
| list_patterns List all Enterprise AI patterns (reusable agentic design patterns) with slug, category, name, summary and provenance. Use this to browse th… | Effect: Read | |
| list_professions List the professions that have a ranking of frontier AI models built from independent benchmark results (lawyer, accountant, developer, sal… | Effect: Read | |
| recommend_model_for_profession Get the ranking of frontier AI models for one profession: the best result, the runner-up, the best value and the best open-weights model, t… | Effect: Read | |
| search Ranked keyword search across the whole corpus (knowledge, patterns, architectures, governance and the handbook). Matches every language and… | Effect: Read | |
| search_all Search the core corpus, first-party essays, executable Labs, epistemic claims, the Homeric Atlas, the AI benchmarks (professions and benchm… | Effect: Read | |
| search_articles Ranked, accent-insensitive full-text search over every first-party essay, including titles, summaries, topics and bodies. Use this when you… | Effect: Read | |
| search_physical_ai Search the Physical AI dataset — real robot platforms (humanoids, quadrupeds, mobile manipulators, UGVs, drones), documented deployments wi… | Effect: Read |