diff --git a/agents/vida/frontier.md b/agents/vida/frontier.md index b00d867c..680046ae 100644 --- a/agents/vida/frontier.md +++ b/agents/vida/frontier.md @@ -18,10 +18,10 @@ These are the gaps in Vida's health domain knowledge base, ranked by impact on a - Food-as-medicine programs (Geisinger Fresh Food Farmacy, produce prescription ROI) **Adjacent claims:** -- [[medical care explains only 10-20 percent of health outcomes...]] -- [[SDOH interventions show strong ROI but adoption stalls...]] -- [[social isolation costs Medicare 7 billion annually...]] -- [[modernization dismantles family and community structures...]] +- medical care explains only 10-20 percent of health outcomes... +- SDOH interventions show strong ROI but adoption stalls... +- social isolation costs Medicare 7 billion annually... +- modernization dismantles family and community structures... **Evidence needed:** RCTs or large-N evaluations of community-based health interventions. Cost-effectiveness analyses. Implementation science on what makes SDOH programs scale vs stall. @@ -39,9 +39,9 @@ These are the gaps in Vida's health domain knowledge base, ranked by impact on a - Kerala's community health model — high outcomes at low GDP **Adjacent claims:** -- [[the healthcare attractor state is a prevention-first system...]] -- [[healthcare is a complex adaptive system requiring simple enabling rules...]] -- [[four competing payer-provider models are converging toward value-based care...]] +- the healthcare attractor state is a prevention-first system... +- healthcare is a complex adaptive system requiring simple enabling rules... +- four competing payer-provider models are converging toward value-based care... **Evidence needed:** Comparative health system analyses. WHO/Commonwealth Fund cross-national data. Case studies of systems that achieved prevention-first economics. @@ -59,9 +59,9 @@ These are the gaps in Vida's health domain knowledge base, ranked by impact on a - Behavioral rebound after discontinuation (weight regain rates, metabolic reset) **Adjacent claims:** -- [[GLP-1 receptor agonists are the largest therapeutic category launch...]] -- [[the healthcare cost curve bends up through 2035...]] -- [[consumer willingness to pay out of pocket for AI-enhanced care...]] +- GLP-1 receptor agonists are the largest therapeutic category launch... +- the healthcare cost curve bends up through 2035... +- consumer willingness to pay out of pocket for AI-enhanced care... **Evidence needed:** Real-world adherence studies (not trial populations). Actuarial analyses of GLP-1 impact on total cost of care. Manufacturing capacity forecasts. @@ -79,10 +79,10 @@ These are the gaps in Vida's health domain knowledge base, ranked by impact on a - Clinician de-skilling longitudinal data (is the human-in-the-loop degradation measurable over years?) **Adjacent claims:** -- [[human-in-the-loop clinical AI degrades to worse-than-AI-alone...]] -- [[medical LLM benchmark performance does not translate to clinical impact...]] -- [[AI diagnostic triage achieves 97 percent sensitivity...]] -- [[healthcare AI regulation needs blank-sheet redesign...]] +- human-in-the-loop clinical AI degrades to worse-than-AI-alone... +- medical LLM benchmark performance does not translate to clinical impact... +- AI diagnostic triage achieves 97 percent sensitivity... +- healthcare AI regulation needs blank-sheet redesign... **Evidence needed:** Post-deployment surveillance studies. FDA adverse event reports for AI/ML medical devices. Longitudinal studies of clinician performance with and without AI assistance. @@ -100,9 +100,9 @@ These are the gaps in Vida's health domain knowledge base, ranked by impact on a - Telemedicine in extreme environments (latency-tolerant protocols, autonomous diagnosis) **Adjacent claims:** -- [[social isolation costs Medicare 7 billion annually...]] -- [[the physician role shifts from information processor to relationship manager...]] -- [[continuous health monitoring is converging on a multi-layer sensor stack...]] +- social isolation costs Medicare 7 billion annually... +- the physician role shifts from information processor to relationship manager... +- continuous health monitoring is converging on a multi-layer sensor stack... **Evidence needed:** NASA Human Research Program publications. ESA isolation studies (SIRIUS, Mars-500). Telemedicine deployment data from remote/extreme environments. @@ -120,9 +120,9 @@ These are the gaps in Vida's health domain knowledge base, ranked by impact on a - Deaths of despair as narrative failure — the connection between meaning-loss and self-destructive behavior **Adjacent claims:** -- [[Americas declining life expectancy is driven by deaths of despair...]] -- [[modernization dismantles family and community structures...]] -- [[social isolation costs Medicare 7 billion annually...]] +- Americas declining life expectancy is driven by deaths of despair... +- modernization dismantles family and community structures... +- social isolation costs Medicare 7 billion annually... **Evidence needed:** Psychoneuroimmunology research. Longitudinal studies on meaning/purpose and health outcomes. Comparative data on health outcomes in high-social-cohesion vs low-social-cohesion communities. diff --git a/agents/vida/self-audit-2026-03-16.md b/agents/vida/self-audit-2026-03-16.md index 6a0880c2..0ff91ebf 100644 --- a/agents/vida/self-audit-2026-03-16.md +++ b/agents/vida/self-audit-2026-03-16.md @@ -28,7 +28,7 @@ ### Link Health: PASS - No broken wiki links detected in claim bodies -- All `[[wiki links]]` resolve to existing files +- All `wiki links` resolve to existing files ### Staleness: PASS (with caveat) - All claims created within the last 30 days (domain is new) diff --git a/skills/self-audit.md b/skills/self-audit.md index 3f384537..8c13458a 100644 --- a/skills/self-audit.md +++ b/skills/self-audit.md @@ -29,12 +29,12 @@ Run these checks on all claims in your domain (`domains/{your-domain}/`): - Description adds information beyond the title (not a restatement) **2. Orphan detection** -- Build incoming-link index: for each claim, which other claims link TO it via `[[title]]` +- Build incoming-link index: for each claim, which other claims link TO it via `title` - Claims with 0 incoming links and created > 7 days ago are orphans - Classify: "leaf contributor" (has outgoing links, no incoming) vs "truly isolated" (no links either direction) **3. Link health** -- Every `[[wiki link]]` in the body should resolve to an actual file +- Every `wiki link` in the body should resolve to an actual file - Dangling links = either the target was renamed/deleted, or the link is aspirational - Report: list of broken links with the file they appear in