Ayahuasca-assisted meaning reconstruction therapy as an early resource for bereavement: a non-randomized clinical trial
Attribution: Janssen et al., 2025
Source guideline: Open link
Preview competencies (0)
Competency extraction pending.
Clinical Guidelines
One index for manuals, protocols, and guidebooks linked to psychedelic clinical trials, now cross-checked against practitioner courses, provider pages, and published professional frameworks. Everyone can browse the full index; Pro unlocks full competency depth.
Choose your route
This library contains an evidence map, source documents, and practice tools. These three paths keep that depth without asking every reader to begin with the full interface.
Competency Explorer
Browse the shared skills taught across psychedelic clinical guidance and practitioner training, then compare what is common, protocol-specific, or only visible on course pages.
Competencies
710
Protocols
8
Matched
46
Filter map
Twelve competency categories. Tap a competency to inspect its linked sources inline.
Guideline Index
261 entries grouped by protocol family.
Attribution: Janssen et al., 2025
Source guideline: Open link
Competency extraction pending.
Attribution: James et al., 2025
Source guideline: Open link
Competency extraction pending.
Attribution: Dornbierer et al., 2024
Source guideline: Open link
Psychedelic pharmacology knowledge
Understand the pharmacology, phenomenology, duration, and variability of DMT and harmine-assisted experiences. Recognize that harmine is a reversible monoamine oxidase inhibitor and that drug interactions, particularly with antidepressants and other medications, require careful assessment.
Supportive therapeutic presence
Maintain a calm, empathic, psychologically and physically available presence throughout the acute experience. Provide reassurance and support without imposing interpretations or directing the participant's inner process.
Acute experience monitoring
Continuously monitor the participant's subjective state and detect changes in intensity, fear, disliking, arousal, relaxation, loss of control, ambiguity, and ability to engage. Dynamic increases in intensity may signal greater psychological challenge.
12 additional competency entries are available in the full framework.
Get complete cross-guideline skills, knowledge, safety, and ethics mappings.
Attribution: Zeifman et al., 2019
Source guideline: Open link
Clinical eligibility assessment
Conduct a comprehensive psychiatric assessment to determine whether a participant meets clinical inclusion and exclusion criteria for psychedelic administration.
Suicide-risk assessment
Assess suicidality directly and repeatedly, recognizing that suicidal risk may exist independently of general depressive symptom severity.
Participant preparation
Prepare participants in advance by explaining likely experiences and practical strategies for responding to difficult or challenging psychological states.
14 additional competency entries are available in the full framework.
Get complete cross-guideline skills, knowledge, safety, and ethics mappings.
Attribution: Galvão-Coelho et al., 2019
Source guideline: Open link
Participant screening and eligibility assessment
Assess whether prospective participants meet clinical and safety criteria before psychedelic dosing. Screening should identify psychiatric, neurological, substance-use, medication, pregnancy, and prior psychedelic-exposure factors relevant to study eligibility.
Psychedelic-session preparation
Prepare participants for the acute dosing experience by explaining likely effects and providing practical strategies for managing anticipated difficulties. Preparation occurs in a comfortable clinical environment before dosing.
Informed consent and respect for autonomy
Ensure that participation is voluntary and based on adequate information about procedures, foreseeable effects, risks, and research status. The study required written informed consent before participation.
10 additional competency entries are available in the full framework.
Get complete cross-guideline skills, knowledge, safety, and ethics mappings.
Attribution: ClinicalTrials.gov record
Source guideline: Open link
ClinicalTrials.gov study record management knowledge
Ability to understand and use ClinicalTrials.gov study record management resources and definitions when working with study information. This supports accurate interpretation of registration and results requirements.
Attribution: ClinicalTrials.gov record
Source guideline: Open link
Clinical trial protocol literacy
The facilitator should understand the study record context and be able to follow the trial-specific procedures described in the protocol. This includes awareness of how the study is registered and how information is managed in the trial record system.
Regulatory compliance orientation
The facilitator should operate within the administrative and regulatory framework governing clinical trial documentation. This involves respecting the rules that apply to study record managers and submitted information.
Accurate data/record handling awareness
The facilitator should be attentive to the requirements for submitting and managing study information accurately. This competency supports compliance with record-keeping expectations in a clinical trial setting.
Attribution: Palhano-Fontes et al., 2019
Source guideline: Open link
Clinical trial record navigation
Ability to locate and use study-record information within ClinicalTrials.gov. This includes understanding where to find study details and related administrative information.
Protocol and data element awareness
Knowledge of study record management concepts relevant to registration and results reporting. A facilitator or therapist interacting with trial documentation should understand protocol-linked data fields and their definitions.
Study documentation literacy
General competency in interpreting clinical study documentation and administrative guidance. This supports accurate communication with study systems and research staff.
1 additional competency entry is available in the full framework.
Get complete cross-guideline skills, knowledge, safety, and ethics mappings.
Attribution: Falchi-Carvalho et al., 2025
Source guideline: Open link
Psychiatric screening and diagnostic assessment
Conduct structured psychiatric screening and comprehensive diagnostic evaluation to determine whether candidates meet study eligibility requirements.
Psychedelic preparation
Provide a structured preparation session that establishes rapport, prepares participants for the DMT experience, and supports informed participation.
Immediate psychological integration
Facilitate structured integration shortly after dosing to support emotional processing, meaning-making, and connection of the experience with everyday life.
16 additional competency entries are available in the full framework.
Get complete cross-guideline skills, knowledge, safety, and ethics mappings.
Attribution: Rush et al., 2021
Source guideline: Open link
Comprehensive clinical assessment
Assess substance-use problems, mental and physical health, cognitive status, treatment history, motivation, life circumstances, and recovery goals before treatment entry.
Set-and-setting management
Prepare and maintain psychological, interpersonal, physical, cultural, and ritual conditions that support therapeutic benefit and reduce risk during altered states.
Psychedelic-experience integration
Help participants process, interpret, and apply ayahuasca, dieta, purging, and other altered-state experiences in ways that support recovery and everyday functioning.
18 additional competency entries are available in the full framework.
Get complete cross-guideline skills, knowledge, safety, and ethics mappings.
Attribution: Soto-Angona et al., 2025
Source guideline: Open link
Meaning reconstruction therapy
Deliver a structured grief intervention focused on helping bereaved participants reconstruct meaning following loss. Address disrupted meaning, adaptation, and post-traumatic growth within a coherent therapeutic framework.
Participant screening and eligibility
Apply inclusion and exclusion criteria and ensure that participants are appropriately screened before enrollment and psychedelic administration.
Medical and physiological safety coordination
Coordinate with medical personnel to assess physiological readiness and monitor participants before, during, and after ayahuasca administration.
17 additional competency entries are available in the full framework.
Get complete cross-guideline skills, knowledge, safety, and ethics mappings.
Attribution: Palhano-Fontes et al., 2019
Source guideline: Open link
Competency extraction pending.
Attribution: Dornbierer et al., 2023
Source guideline: Open link
Competency extraction pending.
Attribution: Rossi et al., 2023
Source guideline: Open link
Competency extraction pending.
Attribution: Dos Santos et al., 2021
Source guideline: Open link
Competency extraction pending.
Attribution: Osório et al., 2015
Source guideline: Open link
Competency extraction pending.
Attribution: James et al., 2024
Source guideline: Open link
Integration interviewing
Conduct post-treatment integration sessions that help participants describe and process their experience while preserving their authorship of its meaning.
Qualified psychedelic therapy practice
Practice as a qualified and specifically trained therapist or psychiatrist within a supervised psychedelic research team. Understand the responsibilities and limits of the therapist role in a clinical trial setting.
Preparation and psychoeducation
Prepare participants before dosing by explaining what to expect and how to respond to the psychedelic experience. Provide repeated preparation at screening, before admission, and immediately before dosing.
12 additional competency entries are available in the full framework.
Get complete cross-guideline skills, knowledge, safety, and ethics mappings.
Attribution: Sanches et al., 2016
Source guideline: Open link
Psychiatric symptom assessment
Administer and interpret standardized psychiatric rating scales used in the study to evaluate depression, mania, psychosis-related symptoms, and dissociation. This supports both efficacy tracking and safety surveillance.
Knowledge of ayahuasca pharmacology and effects
Understand the basic pharmacology and clinical effects of ayahuasca to inform safe facilitation and interpretation of responses. The source identifies dimethyltryptamine as a 5-HT2A agonist and harmine as a monoamine-oxidase A inhibitor.
Acute psychedelic effect monitoring
Monitor participants closely during the acute effects of ayahuasca for psychoactivity, dissociation, and other mental status changes. Use structured assessments to track symptom intensity and detect emerging complications.
8 additional competency entries are available in the full framework.
Get complete cross-guideline skills, knowledge, safety, and ethics mappings.
Attribution: Sabucedo et al., 2025
Source guideline: Open link
Meaning reconstruction psychotherapy
Ability to deliver a grief-focused psychotherapy grounded in meaning reconstruction theory. The therapist helps mourners work through the loss narrative, the relationship with the deceased, and the reconstruction of identity and future orientation.
Narrative retelling of the loss
Competence in non-directive narrative retelling to help participants revisit traumatic or stressful memories associated with the death. This supports coherent meaning-making while minimizing therapist imposition.
Psychedelic preparation and expectation setting
Competence in preparing participants for ayahuasca by building alliance, addressing uncertainties, and fostering an appropriate mindset and intention. Preparation is part of the safety and therapeutic framework for psychedelic-assisted therapy.
21 additional competency entries are available in the full framework.
Get complete cross-guideline skills, knowledge, safety, and ethics mappings.
Attribution: Small Pharma Ltd., SPL026 Protocol
Source guideline: Open link
Psychedelic-state support
Provide expert support and guidance while participants undergo an acute DMT psychedelic experience. Maintain a calm, supportive presence throughout the anticipated period of intense perceptual, emotional, and cognitive alteration.
Management of difficult emotional material
Recognize and therapeutically contain difficult emotions and upsetting psychological content that may emerge during the psychedelic experience.
Psychedelic phenomenology knowledge
Understand the expected acute psychological effects and range of possible subjective experiences associated with DMT so that participant reports can be contextualized and supported.
7 additional competency entries are available in the full framework.
Get complete cross-guideline skills, knowledge, safety, and ethics mappings.
Attribution: Davis et al., 2025
Source guideline: Open link
Psychedelic-assisted therapy expertise
Possess substantial training and experience in psychedelic-assisted psychotherapy and understand the distinctive psychological, perceptual, emotional, and somatic effects of DMT-harmala medicines.
Structured participant preparation
Prepare participants through psychoeducation, expectation setting, procedural orientation, and review of practical and safety requirements before dosing.
Informed consent and consent renewal
Obtain and maintain informed, voluntary, and ongoing consent throughout preparation and treatment, including specific consent for therapeutic touch.
17 additional competency entries are available in the full framework.
Get complete cross-guideline skills, knowledge, safety, and ethics mappings.
Attribution: Palhano-Fontes et al., 2019
Source guideline: Open link
Informed consent and ethics
Obtain written informed consent and ensure the study is conducted under approved ethical oversight. Facilitators must follow human research ethics standards and protect participants throughout the intervention.
Acute psychiatric monitoring
Monitor for dissociation, psychotomimetic symptoms, and mania during the acute psychedelic phase. Repeated assessments were used to track tolerability and emerging adverse effects.
Pre-session clinical assessment
Conduct a full psychiatric and medical screening before dosing to determine eligibility and identify risks. This includes diagnostic evaluation, symptom severity assessment, and review of personal and family history relevant to psychedelic safety.
22 additional competency entries are available in the full framework.
Get complete cross-guideline skills, knowledge, safety, and ethics mappings.
Attribution: Rush et al., 2021
Source guideline: Open link
Integrated addiction assessment
Assess substance-use severity, treatment history, co-occurring mental health concerns, cognitive status, physical health, motivation, and life circumstances before and during treatment.
Ceremony and retreat integration
Support clients before, during, and after ceremonies, plant retreats, and other non-ordinary-state experiences, with emphasis on psychological meaning-making and everyday-life application.
Contraindication and eligibility screening
Identify individuals or circumstances for which participation may be inappropriate or unsafe, particularly in relation to ayahuasca and intensive residential treatment.
13 additional competency entries are available in the full framework.
Get complete cross-guideline skills, knowledge, safety, and ethics mappings.
Attribution: Aicher et al., 2024
Source guideline: Open link
Medical and psychiatric screening
Assess participant suitability before psychedelic administration through structured medical and psychiatric screening. Identify contraindications and factors that may increase psychological or physiological risk.
Informed consent and participant autonomy
Obtain valid written informed consent and preserve participant autonomy throughout the intervention. Participants should understand procedures, risks, uncertainties, and their ability to decline or stop dosing.
Continuous psychological observation
Maintain direct, attentive observation throughout the acute intervention and identify changes in emotional state, cognition, behavior, and perceived control. A medically and psychologically trained investigator should remain present during the session.
15 additional competency entries are available in the full framework.
Get complete cross-guideline skills, knowledge, safety, and ethics mappings.
Attribution: Falchi-Carvalho et al., 2025
Source guideline: Open link
Source access blocked
The provided source text does not contain the guideline content needed to extract therapist/facilitator competencies. Access appears to be blocked by a browser verification page.
Attribution: Rush et al., 2021
Source guideline: Open link
Ethical evaluation transparency
Maintains clear boundaries between clinical care, outcome evaluation, and research interpretation. Supports honest discussion of the strengths and limitations of the treatment protocol and evidence base.
Treatment-setting design awareness
Understands that the therapeutic setting is a central determinant of the design, delivery, and efficacy of ayahuasca-assisted addiction treatment. Can identify how environmental and programmatic features may influence outcomes.
Qualitative clinical observation
Uses qualitative methods to identify which aspects of the therapeutic setting are meaningful to clients and practitioners. This supports a deeper understanding of the treatment experience and its perceived impact.
7 additional competency entries are available in the full framework.
Get complete cross-guideline skills, knowledge, safety, and ethics mappings.
Attribution: Bouso et al., 2026
Source guideline: Open link
Integration facilitation
Facilitate post-dose integration by helping participants reflect on the experience and translate insights into daily life. Integration was delivered in a participant-led, relational manner.
Psychedelic session preparation
Ability to prepare participants for a psychedelic dosing session through orientation, expectation-setting, and anxiety reduction. Preparation is structured to support relaxation, interpersonal safety, and emotional readiness.
Set, setting, and environmental management
Understand how preparation, setting, and context influence psychedelic treatment. Therapists must help create and maintain a supportive environment that reduces distress and promotes safety.
12 additional competency entries are available in the full framework.
Get complete cross-guideline skills, knowledge, safety, and ethics mappings.
Attribution: DMT4D-Study, 2026
Source guideline: Open link
Participant safety monitoring
No specific therapist or facilitator safety-monitoring procedures are described in the provided source text. Any such competency cannot be extracted reliably from the excerpt alone.
Protocol information interpretation
Can distinguish between explicitly stated study information and information that is not provided in the registry excerpt. This is important for avoiding unsupported assumptions about therapist or facilitator duties.
Clinical research documentation awareness
Understands the importance of accurate data entry and compliance with registry data standards. This is an ethical responsibility in the context of study record management and reporting.
1 additional competency entry is available in the full framework.
Get complete cross-guideline skills, knowledge, safety, and ethics mappings.
Attribution: Janssen et al., 2024
Source guideline: Open link
Protocol and trial registration literacy
The facilitator/therapist should understand the clinical trial context and how study information is represented in the registry. This includes familiarity with the study record and the data elements used for registration and results reporting.
Attribution: Janssen et al., 2024
Source guideline: Open link
Psychedelic facilitation and support
Provide in-session support during ayahuasca experiences in a way that protects physical and psychological safety while remaining non-directive. Facilitators must help participants engage with internal material openly as it emerges.
Harm reduction and challenging-experience support
Monitor and respond to challenging psychological reactions during ayahuasca sessions, including distress, panic, paranoia, and overwhelm. The facilitator should calm, ground, and if needed reposition the participant to a safer environment.
Professional qualification and supervised practice
Only appropriately trained licensed clinicians should deliver the psychotherapy component, and facilitators should work within their competence under supervision. The protocol emphasizes licensure, specialized training, and access to supervision.
21 additional competency entries are available in the full framework.
Get complete cross-guideline skills, knowledge, safety, and ethics mappings.
Attribution: Sanches et al., 2016 (PMID 26650973)
Source guideline: Open link
Psychiatric screening and eligibility assessment
The facilitator must assess whether a participant is appropriate for ayahuasca administration by identifying inclusion factors and exclusion risks. This includes confirming recurrent major depressive disorder and screening for conditions that increase risk of adverse psychiatric reactions.
Informed consent and participant education
The therapist/facilitator must provide detailed information about the expected effects and risks of ayahuasca and ensure voluntary, informed participation. Consent should be documented in writing and obtained after adequate explanation.
Symptom rating and clinical monitoring
The facilitator should be able to administer standardized psychiatric scales repeatedly and interpret changes over time. This supports both safety monitoring and outcome assessment.
13 additional competency entries are available in the full framework.
Get complete cross-guideline skills, knowledge, safety, and ethics mappings.
Attribution: Osorio et al., 2015 (PMID 25806551)
Source guideline: Open link
Informed consent and risk disclosure
The therapist/facilitator must provide clear, comprehensible information about the substance, expected psychological effects, and potential adverse effects before consent. Consent must be voluntary and documented.
Standardized symptom rating administration
The therapist/facilitator must competently administer repeated clinician-rated scales to track depressive, anxious, and manic symptoms over time. Training and clinical experience in these instruments are required.
Pre-session medical screening
The therapist/facilitator must ensure medical suitability before ayahuasca administration by checking for conditions that increase risk. Screening should include physical exam, laboratory testing, and pregnancy assessment when indicated.
15 additional competency entries are available in the full framework.
Get complete cross-guideline skills, knowledge, safety, and ethics mappings.
Attribution: Palhano-Fontes et al., 2019 (NCT02914769)
Source guideline: Open link
Pre-session psychiatric screening
The facilitator must identify appropriate participants through structured psychiatric evaluation before dosing. This includes confirming diagnosis, treatment resistance, and screening for exclusionary psychiatric and medical risks.
Eligibility and risk exclusion judgment
Facilitators need competency in determining when a patient should not receive the intervention. The study excluded multiple psychiatric, medical, and substance-related risks to reduce harm and confounding.
Monitoring acute psychological effects
Facilitators must monitor for acute dissociation, psychosis-like symptoms, and mania during the session. The protocol used repeated standardized assessments to track these effects over time.
19 additional competency entries are available in the full framework.
Get complete cross-guideline skills, knowledge, safety, and ethics mappings.
Attribution: ClinicalTrials.gov record, 2023
Source guideline: Open link
Study record management literacy
The therapist/facilitator should understand how study records are structured and managed within the ClinicalTrials.gov framework. This includes awareness of glossary terms and data element definitions used for registration and results reporting.
Attribution: ClinicalTrials.gov record, 2023
Source guideline: Open link
Clinical trials record interpretation
Understands how to read and extract information from a ClinicalTrials.gov study record. This includes recognizing that the provided source is a study listing rather than a clinical protocol or therapist manual.
Attribution: Study record: NCT05674929
Source guideline: Open link
Clinical trial registration literacy
Understands the basic structure and purpose of a ClinicalTrials.gov study record. Can locate and interpret study registration information relevant to the intervention context.
Ethical use of trial information
Uses publicly available trial information responsibly and within its intended scope. Respects that registry content is not a substitute for clinical judgment, consent procedures, or study-specific training.
Study record data interpretation
Can extract limited operational information from a study record and distinguish it from clinical or therapeutic guidance. This supports appropriate use of trial documentation in a therapy or facilitation setting.
1 additional competency entry is available in the full framework.
Get complete cross-guideline skills, knowledge, safety, and ethics mappings.
Attribution: Ayahuasca-assisted meaning reconstruction therapy for grief, 2024
Source guideline: Open link
Safety monitoring during ayahuasca sessions
Facilitators must continuously monitor physical and psychological safety during and after ayahuasca administration. This includes observing distress, checking vital signs, and responding to adverse effects promptly.
Meaning reconstruction therapy delivery
Therapists must competently deliver the 9-session meaning reconstruction protocol for grief, including its event story, back story, and personal story phases. The work is aimed at helping bereaved participants make sense of the loss, revise attachment-related meanings, and reconstruct identity and future orientation.
Psychedelic integration support
Therapists must help participants process and assimilate ayahuasca experiences after the session. Integration follows non-directive, restorative retelling principles to translate acute experiences into narrative and behavioral change.
21 additional competency entries are available in the full framework.
Get complete cross-guideline skills, knowledge, safety, and ethics mappings.
Attribution: James et al., 2024
Source guideline: Open link
Integration interviewing
Begin integration immediately after the psychedelic effects subside and use an interview-based process to help participants describe and reflect on their experience.
Preparation and expectation setting
Prepare participants for the psychedelic experience by explaining what to expect, discussing how to respond, and familiarizing them with the treatment environment and staff.
Tolerability assessment
Assess whether the participant tolerated the psychedelic experience and identify regret, distress, or other concerns during postdose integration.
14 additional competency entries are available in the full framework.
Get complete cross-guideline skills, knowledge, safety, and ethics mappings.
Attribution: Sabucedo et al., 2025
Source guideline: Open link
Competency extraction pending.
Attribution: Rucker et al., 2023
Source guideline: Open link
Non-interpretive integration
Facilitators conduct immediate and next-day integration sessions that help participants describe and process the experience without imposing interpretations.
Preparation and expectation setting
Facilitators prepare participants for the psychedelic experience through repeated, structured sessions that explain what may occur and how participants may respond.
Structured tolerability assessment
Facilitators assess how the participant experienced and tolerated the session using open, non-leading inquiry and standardized ratings.
12 additional competency entries are available in the full framework.
Get complete cross-guideline skills, knowledge, safety, and ethics mappings.
Attribution: Yale Center for Clinical Investigation
Source guideline: Open link
Major depression trial eligibility screening
Understands the participant population targeted by the study and can identify whether adults with major depressive disorder meet basic study criteria. This includes recognizing that the trial is for adults aged 21 to 65 whose depression has not improved with prescribed antidepressants.
Psychedelic intervention awareness
Understands that DMT is the investigational psychoactive compound being studied and has relevance to ayahuasca. Can describe the trial at a high level without overclaiming clinical benefit.
Research study facilitation and referral
Can support interested individuals by directing them to the appropriate study contact and volunteer pathways. This includes helping potential participants find the next step for enrollment or information requests.
4 additional competency entries are available in the full framework.
Get complete cross-guideline skills, knowledge, safety, and ethics mappings.
Attribution: Kalsched et al., 2020
Source guideline: Open link
Monitoring anxiety and depression outcomes
Able to assess and track changes in depression and anxiety over the course of treatment. This includes using standardized rating scales and interpreting symptom change pre- and post-treatment.
Outcome interpretation in pilot research settings
Understands that findings from a pilot evaluation support feasibility and preliminary effectiveness rather than definitive efficacy. The facilitator should interpret outcomes cautiously and support structured data collection.
Knowledge of ayahuasca and traditional Amazonian medicine
Understands the therapeutic role of ayahuasca as a psychoactive plant brew used ritually in traditional Amazonian medicine. Knowledge of the cultural and medicinal context is necessary to support safe and appropriate facilitation.
7 additional competency entries are available in the full framework.
Get complete cross-guideline skills, knowledge, safety, and ethics mappings.
Attribution: Rocha et al., 2023
Source guideline: Open link
Rigorous participant screening
Conduct structured pre-screening and formal screening to identify exclusion criteria and reduce risk before experimental sessions. This includes building rapport, gathering key history, and referring suitable candidates for diagnostic evaluation.
Supportive set-and-setting preparation
Create a controlled, comfortable, and low-stimulus environment that supports psychological safety and reduces preventable distress. This includes anticipating both common and severe adverse scenarios before administration.
Therapeutic presence and communication
Maintain a calm, nonjudgmental, and non-directive interpersonal stance that supports the participant without shaping the experience. Communication should be simple, respectful, and focused on reassurance and safety.
16 additional competency entries are available in the full framework.
Get complete cross-guideline skills, knowledge, safety, and ethics mappings.
Attribution: ICEERS, 2014
Source guideline: Open link
Continuous physical monitoring
Participants must be continuously monitored to prevent avoidable hazards. The guide explicitly states that participants should never be left alone.
Ayahuasca pharmacology knowledge
Facilitators should understand the pharmacology of ayahuasca, including its composition and how it produces effects. This knowledge supports safer preparation, dosing, and risk explanation.
Risk and contraindication screening
Facilitators must know the risks and contraindications associated with ayahuasca use. They should identify medical and psychological factors that make participation unsafe or require extra caution.
26 additional competency entries are available in the full framework.
Get complete cross-guideline skills, knowledge, safety, and ethics mappings.
The competency map feeds a set of standing tools: gap measurement, standards comparisons, a weekly change feed, and tailored exports.
Each protocol family above maps to a compound profile with its papers, trials, and indication-level research summaries.