Search 250M+ scholarly works via the OpenAlex API directly: quick search, duplication test, debate map (anchor papers), forensic sourcing of one specific claim, era split across a year, plus a Consensus escalation for design-filtered searches (study type, sample size, journal tier). Use when Ane wants published…
Produce an MA-facing deliverable in Romanian, French, Spanish, or Russian to IPPF rigour, with English as the canonical source: curated SRHR glossary, register preservation, safeguarding-aware term choices, back-translation QA, native-review flags. Use for any localise, translate, or review-my-translation ask…
Turn an external tech/AI source (YouTube video, podcast, blog article, tweet or thread) into a de-duplicated improvement roadmap for the MEL system and Claude Code setup: fetch the content, extract concrete techniques, inventory what the system already does, classify each idea reuse/improve/rebuild on an…
Turn Ane's meetings, 1-1s and document review cycles into structured IPPF-branded meeting notes from any capture method (dictation, notebook photo or scan, recording, Teams transcript, margin comments/marginalia in a .docx), and prepare the next one. Use for meeting notes, minutes, 1-1 debrief or prep, or extracting…
Use when producing any MEL/SRHR analytical deliverable (brief, evaluation design, indicator set, ToC, evidence review, data analysis) — especially under deadline pressure, on Opus/Sonnet/Haiku-class models, or when tempted to cite a source without opening it, skip a verification pass, or deliver in one draft. Also use…
Enforce the IPPF/UNFPA/UNAIDS evidence-and-rigour citation standard on MEL/SRHR output: injects current authoritative framework versions with author and year, flags outdated versions, applies the data-gap protocol, and places citations tier-aware (Tier 1 evidence-base line, Tier 2 inline, junior-MEL annotated). Use…
Handle a hand-edited Office artefact that is now the authoritative version: repair a feature-rich Excel workbook in place through COM (broken slicers or dropdowns, #REF!, circular reference warnings), or promote a generated .docx/.pptx/.xlsx to canonical hand-edited source and retire its generator. Use when Ane…
Work on a Word deliverable inside the .docx itself: read and engage reviewer comments, insert review findings as margin comments authored as Ane into her working copy, apply real Word tracked changes a counterparty can accept or reject, make scoped formatting-preserving fixes via Word COM, or add a branded glossary…
Build IPPF-branded Power BI artefacts from analytical input. Use when Ane asks to build, scaffold, or update a Power BI dashboard, semantic model, DAX measures, or .pbip project. Applies IPPF Visual Identity 2025 brand, MEL-standard DAX measures, and three standard page recipes (indicator dashboard, equity…
Review an incoming supplier technical or financial offer against an IPPF ToR, and keep the internal procurement pack consistent: offer-review, pack-propagate, and score-compare modes. Use when Ane checks an offer or revised offer against a ToR and her comments, propagates a decision or figure across the…
Generate a donor proposal pack (CERV first) with the full MEL stack: intake, a fixed roster delegated to Vi (evidence-synthesis, toc-builder, indicator-designer, the gender and safeguarding lens specialists, proposal-architect), then the seven-artefact branded pack with the AI-disclosure colophon. Use when Ane builds…
A fast single-pass scoping map of a MEL/SRHR question: which perspectives it demands, where those perspectives conflict, and whether it is worth a full orchestration, ending in a triage verdict, never citations or findings. Use when Ane wants a question, proposal angle, learning question, or evaluation framing scoped…
Researcher — Evidence Synthesis Specialist. Use when a complex MEL/SRHR task requires deep evidence synthesis before planning begins. Triggered by Ann between PHASE 1 and PHASE 2 for COMPLEX tasks. For a standalone rapid evidence assessment or lighter literature review, use /evidence-synthesis; reserve this skill for…
Build the Excel toolkit that runs a selection between a published ToR and the award: procurement mode (master workbook plus one scorer workbook per panel member) and appraisal mode (generic multi-criteria decision analysis), off one weighted scoring engine. Use for panel scoring set-up, scoring grids, evaluation…
Run a quality, sanity and efficiency audit of Ane's MEL/SRHR system (Ann/Vi/Li/Researcher team, wiki, harness, three-repo architecture): surfaces drift, inconsistencies, hygiene issues and architectural ceilings, categorised by severity, as a Tier 1 working brief with sequencing. Does NOT auto-execute fixes. Use when…
Build a rigorous Theory of Change for MEL/SRHR programmes following Vogel (2012) DFID criteria and van Eerdewijk et al. (2017) KIT feminist ToC model. Use when Ane asks for a "theory of change", "ToC", "programme logic", "change pathway", "pathway analysis", or similar. Produces articulated outcomes, preconditions…
Build, review, grade and defend procurement Terms of Reference (ToRs) for consultancy and service contracts: build a branded docx, grade 1-10 with strong and weak points, respond to a named reviewer's objections, or finalise revisions with edit-preservation. Use when Ane drafts, hardens, or defends a ToR, or prepares…
Vi — HR Specialist and Execution Orchestrator for MEL/SRHR work. Receives an approved plan from Ann (or directly from Ane), designs the specialist roster, spawns specialists as subagents, reviews their outputs, compiles the final product, and returns it. General-purpose — invoked by Ann via Agent tool, or directly by…
Convert FGD/webinar/SBCC video files into a structured artefact pack (transcript, frames, manifest, Tier 1 BLUF summary) the existing MEL specialists can consume. Use when Ane asks to "analyse a video", "transcribe a focus group", "process a webinar recording", "summarise a meeting recording", or runs /analyze-video .…
Session wrap-up. Use when Ane types /wrap-up to close a session. Gathers git, errors, and pending actions, delivers a concise status report, then commits and pushes pending work, and offers opt-in post-commit follow-ups (skill improvements, skill-fit signals, learning capture). Pass "report" for a read-only status…
At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: