Migrate Research
SkillDev toolsAutonomous research loop for Citum migration fidelity gaps and converter-focused Rust fixes.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the Migrate Research skill
What this skill tells your AI
The instructions your AI receives, as published by citum/citum-core in .skills/migrate-research/SKILL.md and read by ahel’s review.
Use this skill when multiple styles share a migration failure pattern or when a rich
input pass needs classification before changing citum_migrate.
Read first:
docs/policies/STYLE_WORKFLOW_DECISION_RULES.mddocs/guides/STYLE_WORKFLOW_EXECUTION.mddocs/specs/MIGRATE_RESEARCH_RICH_INPUTS.mddocs/guides/AGENT_SKILLS.mddocs/guides/JJ_AI_CHANGE_STACK.mdwhen.jjis present and the research pass needs an isolated local change
Use When
- The goal is converter improvement, not a style YAML patch.
- Several styles fail for the same reason.
- You need bounded evidence before deciding whether to fix migration, style, processor, or adjudication.
Operating Rules
- Start with the smallest trustworthy evidence surface.
- Report the target's coverage-audit status as
current,stale, ornot registeredusingnode scripts/check-style-coverage-audits.js --status <style-id>. Use a current packet to choose one bounded cluster, reject a stale packet, and do not create one for an unregistered style. - State the target semantic class and implementation form before proposing a fix.
- Classify each cluster as
migration-artifact,style-defect,processor-defect, orintentional divergence. For type- or field-population-shaped clusters, run the conversion-layer pre-flight from the shared decision rules (docs/policies/STYLE_WORKFLOW_DECISION_RULES.md) before classifying. - Record the selected parent style when the target is a known wrapper.
- Preserve the config-wrapper contract for
profile + config-wrappertargets. - Treat
journal + structural-wrapperas a valid endpoint; do not force thin-wrapper reduction. - If a migration-side fix would require local templates or local
type-variantsin a profile, stop and reroute or escalate instead of breaking the profile contract. - Stop when the cluster is clearly out of scope or converged.
- Keep the loop bounded to one cluster per pass.
- Never attribute a cluster to
citum-migratefrom a hand-authored coverage packet. Require a fresh migrated candidate from the relevant CSL source and reproduce the cluster before calling it a converter defect.
Output
Report the chosen cluster, coverage-audit status, semantic class, implementation form, selected parent if any, classification, before/after evidence, disposition and parity deltas when registered, exact change made if any, and whether the pass should continue, stop, or escalate.
Self-Improvement
When you reach a dead end not covered by the operating rules — a cluster pattern that doesn't fit the four classifications, a stop condition missing from the guides, or a migration artifact the evidence ladder doesn't anticipate — record the insight as a concrete bullet here and include the file update in the same commit or PR. Future research passes start with a richer surface.
- (2026-06-10) Corpus-level cluster selection: before opening a pass, run
node scripts/report-migrate-sqi.js --corpus random --seed 20260610and pick the cluster by reach from its fidelity headline + failure taxonomy, not from the curated lab corpus alone. The random baseline and current cluster table live indocs/architecture/audits/2026-06-10_MIGRATE_RANDOM_SAMPLE_BASELINE.md. - (2026-06-10) A processor hard-fail on migrated output (e.g. a
type-variantsop matching no component) is alwaysmigration-artifactwith an emit-time validation fix incitum-migrateplus a regression test — the converter must never emit YAML the processor rejects. No evidence ladder needed. - (2026-06-10) Note-class run-on output (delimiters/affixes lost wholesale in full-note citation templates) is one systemic cluster, not per-style defects; do not open per-style passes for it.
Signals
- GitHub stars
- 33
- Last commit
- Sep 2026
Advanced
- Catalog kind
- skill
- Gateway key
migrate-research- Source
- github.com/citum/citum-core