Public Pilot Registry

AIM Pilot Registry — Pre-registered Islamic Behavioral Protocols

Every behavioral protocol published under the Applied Islamic Methodology (AIM) Framework is pre-registered on the Open Science Framework (OSF) before data collection begins. This registry is the canonical public index of all active and completed pilots.

CC BY-NC-SA AIM — Free & Open

AIM protocols are free and open for non-commercial reuse. Pre-registered CSV templates are downloadable directly from OSF. Support is optional and sustains translations, research, and free access.

Open Science & Preregistration

OSF Project Repository — AIM Spiritual Resilience Series (XM2TN)

All behavioral micro-experiments in this registry were preregistered before testing using the Open Science Framework (OSF) to distinguish planned protocols from post-hoc observations. The master repository documents the overarching AIM methodology, versioned CSV templates, and audit trail for all pilots in this series.

Each individual protocol below links to its own separate preregistration record, containing the registered hypothesis, primary outcome variable, measurement window, canonical CSV header, stopping rules, and ethical tier classification.

View OSF Project: 10.17605/OSF.IO/XM2TN ↗
8
Registered protocols
9
Confirmed DOIs
30
Day pilot window
N=1
Experimental standard
01 · Full Registry Table — All Pilots

The table below is the canonical index of all pre-registered AIM protocols. Each row corresponds to a unique pilot with its own OSF pre-registration record. Pilots are ordered by protocol ID within each series. Status reflects the current lifecycle stage as of the last registry update.

Pilot IDProtocol NamePrimary OutcomeWindowEthical TierStatusOSF DOI
AIM-SR-01
Centered Breath Pause
4-1-6 paced respiration · Vagal tone ↑
affect_score_post − affect_score_pre30 daysLowActive10.17605/OSF.IO/XJNZT
AIM-SR-02
Intention Anchor
Niyyah Protocol · Associative priming
perceived_alignment score (1–10)30 daysLowActive10.17605/OSF.IO/4JTQE
AIM-SR-03
Brief Metacognitive Check
Muraqaba · Nightly self-audit
Repeated trigger count (daily log)30 daysLowActive10.17605/OSF.IO/wr9vy
AIM-SR-04
Micro-Charity Gesture
Social Glue · Striatum activation
compassion_score (1–10 self-report)30 daysLowActive10.17605/OSF.IO/A8ZR2
AIM-SR-05
Reframing Pause
Cognitive Hijacking Prevention · Amygdala regulation
defensive_language_score (0–10 coded)14 daysMediumActive10.17605/OSF.IO/7gwzd
AIM-SR-06
Protective Social Signal
Affiliative Anchoring · Social connection
perceived_belonging score (1–10)14 daysLowActive10.17605/OSF.IO/ge3bh
AIM-SR-07
Scripted Notation
Associative Retrieval · Attention quality
attention_quality_score (1–10) + reactive_response_binary21 daysLowActive10.17605/OSF.IO/C26P3
AIM-SR-08
Evening Reconciliation
Reset Protocol · REM consolidation
resentment_score (1–10) + nightly_recovery_quality30 daysLowActive10.17605/OSF.IO/5efjr
02 · Protocol Detail Cards — AIM-SR Series

Each card summarises the key protocol specification. For the full IMTF → IMVF → IMPF → AIBF mapping, neuroscience rationale, step-by-step N=1 runbook, and downloadable CSV, visit the source article: 8 Spiritual Resilience Practices →

AIM-SR-01

Centered Breath Pause

Mechanism: 4-1-6 paced respiration increases vagal tone and HRV, engaging prefrontal regulation and reducing sympathetic arousal before moral action.
Textual anchor: Surah Ash-Sharh 94:5–6

30 days · daily AM Low risk Active
OSF Registration ↗
AIM-SR-02

Intention Anchor (Niyyah Protocol)

Mechanism: Implementation intentions automate cue-response links via associative priming; a lock-screen cue fires a morning intention sentence.
Textual anchor: Sunan Abi Dawud — Morning Du’a (Hadith 5084)

30 days · daily Low risk Active
OSF Registration ↗
AIM-SR-03

Brief Metacognitive Check (Muraqaba)

Mechanism: A 2-minute nightly self-audit (muhasaba) builds anticipatory moral recalibration, reducing repeated harm triggers via reflective consolidation.
Textual anchor: Surah Al-Hashr 59:18

30 days · nightly Low risk Active
OSF Registration ↗
AIM-SR-04

Micro-Charity Gesture

Mechanism: A daily small charitable act activates striatum reward pathways and softens qaswat al-qalb (hardness of heart) via compassion reinforcement.
Textual anchor: Multiple Hadith on Sadaqah (charity)

30 days · daily Low risk Active
OSF Registration ↗
AIM-SR-05

Reframing Pause

Mechanism: A structured cognitive reframe creates a moral pause that allows sabr (restraint) to reassert before reactive speech, reducing amygdala-driven defensive language.
Textual anchor: Multiple Hadith on anger (ghadab)

14 days · as-needed Medium risk Active
OSF Registration ↗
AIM-SR-06

Protective Social Signal

Mechanism: An affiliative anchoring cue — a small deliberate act of social connection — counters isolation and tribalism by reinforcing communal bonds.
Textual anchor: Hadith on maintaining family ties (Silat al-Rahim)

14 days · daily Low risk Active
OSF Registration ↗
AIM-SR-07

Scripted Notation

Mechanism: A short written notation using a moral retrieval script primes associative recall of Islamic values, reducing automatic reactive responses to contested cultural inputs.
Textual anchor: Hadith on writing and knowledge preservation

21 days · daily Low risk Active
OSF Registration ↗
AIM-SR-08

Evening Reconciliation (Reset Protocol)

Mechanism: A nightly relational repair protocol before sleep enables REM-phase emotional consolidation, reducing resentment (hiqd) and improving social recovery quality.
Textual anchor: Hadith on reconciling before sunset

30 days · nightly Low risk Active
OSF Registration ↗
03 · Canonical CSV Index

Every AIM protocol ships with a canonical CSV template. The headers below are the exact column names used in the pre-registration records. Copy the header row into any spreadsheet application (Excel, Google Sheets, Notion database) to begin logging immediately.

Pilot IDCSV FilenameCanonical Header RowOSF Download
AIM-SR-01centered-breath-pause.csvtimestamp,ritual,completed,duration_sec,pre_score,post_score,context,noteDownload ↗
AIM-SR-02intention-anchor.csvdate,intention,trigger_cue,instances_triggered,completed,perceived_alignmentDownload ↗
AIM-SR-03metacognitive-check.csvdate,completed,trigger_noted,corrective_intention,muhasaba_rating,noteDownload ↗
AIM-SR-04micro-charity-gesture.csvdate,charity_type,completed,compassion_score_pre,compassion_score_post,noteDownload ↗
AIM-SR-05reframing-pause.csvdate,trigger_context,pause_taken,defensive_language_score,reframe_used,outcome_noteDownload ↗
AIM-SR-06protective-social-signal.csvdate,signal_type,recipient,completed,belonging_score,noteDownload ↗
AIM-SR-07scripted-notation.csvdate,script_used,notation_completed,attention_quality_score,reactive_response_binary,noteDownload ↗
AIM-SR-08evening-reconciliation.csvdate,reconciliation_target,completed,resentment_score_pre,resentment_score_post,recovery_quality,noteDownload ↗
04 · Pilot Lifecycle — Pre-registration to Publication

All AIM pilots follow a fixed lifecycle. Skipping or reordering any step invalidates publishability under the AIM Editorial Evaluation Charter.

  1. Design & IMTF trace — Draft the interpretive note: cite primary texts, document alternative readings, justify the chosen translation. Save as imtf-note-[pilot_id].md.
  2. Pre-registration (mandatory) — Create a public pre-registration entry on OSF before any data collection. Record: Pilot ID, primary outcome, CSV header, pilot window, stopping rules, referral protocols.
  3. Consent & safety checks — Prepare written consent text, IMPF screening questions, and referral list. Screen for clinical contraindications.
  4. Baseline (Day 0) — Collect baseline measures specified in the canonical CSV. Record exclusions.
  5. Intervention window — Log daily rows in the canonical CSV. Conduct partner checks as specified. Maintain version control on the CSV file.
  6. Close & produce pilot memo — At completion: one-page pilot memo with Pilot ID, pre-reg link, CSV filename/version, adherence summary, visual analysis, and incidents.
  7. Audit memo & scoring — 3-axis scoring rubric (Axis A: Theological 40pts / Axis B: Behavioral 35pts / Axis C: Digital 25pts). Minimum pass: 70/100 with ≥25 on Axis A and ≥20 on Axis B.
  8. Publication gating — Publish only after pre-reg, CSV, pilot memo, and audit memo are attached. Include HowTo JSON-LD and Dataset JSON-LD on the article page.
05 · Data Governance & Ethics
🔒

Privacy & Data Minimisation

Only data specified in the pre-registered CSV header is collected. Participant IDs replace personal identifiers. Raw logs are never published publicly — only anonymised aggregate summaries are shared.

Informed Consent

Written consent is required for all pilots. Consent text must include data use, retention period, deletion request process, and referral contacts for participants who show clinical need.

IMPF Scope & Exclusions

All AIM protocols are designed for psychologically healthy individuals. Screening for clinical contraindications is mandatory at consent. Participants showing clinical need must be referred and excluded from the pilot.

🛑

Stopping Rules

Every pilot has predefined stopping rules. If adverse signals appear — distress, dizziness, panic, harm — the pilot pauses for that participant, the data steward is notified, and the referral protocol is activated.

📁

Versioning & Retention

All CSV files are versioned using the convention aim-protocol-[name]-v[n]-[date].csv. Canonical assets are archived in a controlled store with Dataset JSON-LD indicating access and licensing terms.

License

All AIM protocol documentation is published under CC BY-NC-SA 4.0 for non-commercial use. Commercial reuse requires Patron Partnership authorization.

06 · How to Use This Registry

This registry is the canonical public index for all AIM pilots. It is designed to be used by three types of visitors:

🧑

Individual Practitioners

Choose a protocol, download the CSV from OSF, run the 30-day pilot, and log daily entries. Report findings via the contact form to contribute to the evidence base.

🏛

Institutions & Community Leaders

Use protocol cards as ready-made workshop frameworks. Adapt the CSV templates for group tracking. For commercial deployment, a Patron Partnership license is required.

🔬

Researchers & Academics

Cite the OSF pre-registration DOI for each protocol. The AIM methodology supports replication studies — full IMTF notes and hermeneutic documentation are available via the AIM Framework page.

07 · Frequently Asked Questions
1. What is pre-registration and why does AIM require it?
Pre-registration means documenting your hypothesis, outcome measures, and analysis plan before collecting any data. This prevents post-hoc rationalisation (selecting outcomes that happened to look good) and makes results trustworthy and auditable. AIM requires pre-registration for all pilots to maintain the highest standard of evidential integrity in Islamic behavioral research.
2. What does “N=1” mean and why is it appropriate here?
N=1 means a single-subject experimental design where one individual rigorously tracks one intervention over time. Rather than averaging effects across many people (which obscures individual variability), N=1 designs produce precise evidence about what works for a specific person. AIM uses N=1 as the baseline standard, with systematic replication across multiple individuals building the broader evidence base.
3. Can I run these pilots in a group or institutional setting?
Yes, with adaptations. Group pilots require individual consent from each participant, aggregated (not individual-level) reporting, an institutional ethics checkpoint, and a data steward. For institutional commercial deployment — including mosque programs, Islamic schools, or NGO interventions — a Patron Partnership license is required. Contact via the contact page to discuss institutional arrangements.
4. Are these protocols clinically validated?
No. AIM protocols are designed for psychologically healthy individuals and are not clinical treatments. They are behavioral micro-rituals grounded in classical Islamic texts and informed by behavioral science literature. They are explicitly not substitutes for clinical therapy or medical advice. IMPF constraints require that participants showing clinical need are referred to professional services and excluded from pilots.
5. How do I cite the AIM Pilot Registry in an academic paper?
For the registry as a whole, cite the project DOI: Alshamsy, A. (2026). AIM Pilot Registry — Pre-registered Islamic Behavioral Protocols. Open Science Framework. https://doi.org/10.17605/OSF.IO/XM2TN. For individual protocols, cite the specific protocol DOI (e.g., AIM-SR-01: https://doi.org/10.17605/OSF.IO/XJNZT).
6. Can I adapt the CSV templates for my own research?
Yes, under CC BY-NC-SA 4.0 terms for non-commercial research. You must attribute the source (Ahmed Alshamsy / ahmedalshamsy.com) and share any derivative templates under the same license. Commercial adaptation requires Patron Partnership authorization.
7. What does the Ethical Tier classification mean?
Low — minimal harm potential, reversible, no clinical oversight required. Medium — requires participant monitoring, support channels, and partner check protocols. High — requires formal ethics approval, clinical or institutional oversight, and mandatory stopping rules. All protocols in this registry are Low or Medium tier.
8. How often is this registry updated?
The registry is updated when: a new protocol is added, a DOI is confirmed, a pilot status changes, or a correction is needed. Each update is timestamped in the page’s dateModified metadata. Substantive changes are noted in the revision history accessible via the OSF project repository.
9. How do I submit findings from a completed pilot?
Submit anonymised aggregate results via the contact page. Include the Pilot ID, pre-registration DOI, CSV filename and version, adherence percentage, and a 2–3 sentence conservative claim about level and trend. Submissions that follow the AIM pilot memo format are prioritised for registry updates and potential publication as case study articles.
10. Where can I read the full protocol methodology for each practice?
The complete IMTF → IMVF → IMPF → AIBF mapping, neuroscience rationale, N=1 runbook, stopping rules, and downloadable CSV for all 8 AIM-SR protocols is published in the source article: 8 Spiritual Resilience Practices to Protect the Heart in a Contested Culture. Practitioner members access the full interactive ledger, ZIP bundle, and implementation memos.
08 · References
  1. Lally, P., van Jaarsveld, C. H. M., Potts, H. W. W., & Wardle, J. (2010). How are habits formed: Modelling habit formation in the real world. European Journal of Social Psychology, 40(6), 998–1009. https://doi.org/10.1002/ejsp.674
  2. Porges, S. W. (2007). The polyvagal perspective. Biological Psychology, 74(2), 116–143. https://doi.org/10.1016/j.biopsycho.2006.06.009
  3. Gollwitzer, P. M. (1999). Implementation intentions: Strong effects of simple plans. American Psychologist, 54(7), 493–503. https://doi.org/10.1037/0003-066X.54.7.493
  4. Kazdin, A. E. (2011). Single-Case Research Designs (2nd ed.). Oxford University Press.
  5. Kratochwill, T. R., Hitchcock, J., Horner, R. H., et al. (2013). Single-case intervention research design standards. Remedial and Special Education, 34(1), 26–38. https://doi.org/10.1177/0741932512452794
  6. Fogg, B. J. (2020). Tiny Habits: The Small Changes that Change Everything. Houghton Mifflin Harcourt.
  7. Committee on Publication Ethics (COPE). (2019). COPE Guidance and Resources. https://publicationethics.org/
  8. Alshamsy, A. (2026). AIM Spiritual Resilience Practices — Protocol Series [OSF Project XM2TN]. Open Science Framework. https://doi.org/10.17605/OSF.IO/XM2TN

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