Publication Research Pipeline
SkillDev toolsPublication Research Pipeline composes Arcanum research capabilities into a governed path from research question to publishable paper package. It keeps source understanding, evidence execution, claim adjudication, paper rewriting, and export packaging in separate owner lanes.
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 Publication Research Pipeline skill
What this skill tells your AI
The instructions your AI receives, as published by cyberalchemyai/arcanum in .claude/skills/publication-research-pipeline/SKILL.md and read by ahel’s review.
Identity
- Canonical ID:
publication-research-pipeline - Aliases: none
- Scope: library
- Status: draft candidate, not promoted
Purpose
Publication Research Pipeline composes Arcanum research capabilities into a governed path from research question to publishable paper package. It keeps source understanding, evidence execution, claim adjudication, paper rewriting, and export packaging in separate owner lanes.
Trigger Conditions
Use this spell when:
- a project aims to produce a publishable research paper;
- local source understanding and empirical evidence both matter;
- experiment outputs must update a paper without overclaiming;
- multiple sigils and task sessions need one route, gate model, and evidence boundary.
Required Sigils
| Sigil | Role In Spell | Required Mode |
|---|---|---|
refine | Shape route, ambiguity, and next owner decisions. | strategy/design |
dispatch-spec | Validate the route DAG and handoff boundaries. | validate |
research-tower | Build or validate source-backed understanding and bridge decisions. | standard/full |
context-builder | Build compact source/evidence packs for execution. | standard |
research-evidence-harness | Validate run schemas, fixtures, metrics, and result summaries. | dry-run/validate |
task-session | Execute bounded SWUs. | task/SWU |
Optional Sigils
| Sigil | Use When | Notes |
|---|---|---|
inventory | Source library/provenance coverage is incomplete. | Feeds source/context readiness. |
definitions-governance | Terms or metrics risk drift. | Keeps definitions canonical within the project. |
ontology-vault | A research graph or typed relationship model drives paper sections. | Useful for graph-derived paper contracts. |
codex-goal-profile | A ready SWU needs native Codex Goal execution. | Emits compact goal command/profile. |
spellcraft | The spell itself is being revised or validated. | Lifecycle owner for this spell. |
Prerequisites
- Research project root exists.
- Claims, definitions, and at least one protocol or experiment candidate exist.
- Write scope for any execution SWU is bounded.
- Evidence-status upgrades require live analysis, not dry-run fixtures.
Shared State
| State | Owner | Updated By | Consumed By |
|---|---|---|---|
| Research route dispatch | dispatch-spec | phase 1 | all phases |
| Tower learning pack | research-tower | phase 2 | source and paper phases |
| Context/evidence pack | context-builder | phase 3 | task-session and goal profile |
| Run schema and fixtures | research-evidence-harness | phase 4 | dry-run and analysis phases |
| Evidence status | research project | analysis task | paper rewrite/export |
| Paper package | research project | paper rewrite/export phase | publication package |
Execution Phases
| Phase | Capability | Input | Output | Gate | Failure Policy |
|---|---|---|---|---|---|
| 1 Route | refine + dispatch-spec | project objective | dispatch route and owner decisions | route validates | block on invalid route |
| 2 Learning Tower | research-tower | sources/corpus/question | local learning tower or recognition report | source boundaries pass | block if source claims collapse into local inference |
| 3 Source Context | context-builder + inventory | tower/source artifacts | context pack and source obligations | coverage sufficient | flag or block by missing authority |
| 4 Evidence Harness | research-evidence-harness | protocols/work-pack | schema, validator, fixtures, result-summary plan | dry-run validation passes | block before live runs |
| 5 Bounded Execution | task-session + optional codex-goal-profile | ready SWU | runtime task result | acceptance evidence present | stop with BLOCK report |
| 6 Claim Adjudication | project-specific analysis | live result data | evidence status updates | live data supports update | preserve insufficient evidence |
| 7 Paper Rewrite | project paper contract | evidence status and graph | paper sections and review | claims match evidence | block overclaims |
| 8 Export | project export gate | paper/data/protocols | publication package | reproducibility package complete | defer missing pieces |
Local Customization
- Spell root:
spells/publication-research-pipeline/ - Gate strictness: strict for evidence and claims, standard for planning
- Interaction mode: guided-auto for planning; explicit approval for live runs
Observability
Record spell-level telemetry when .arcanum/observability/ exists:
- project root;
- phases attempted;
- route validation result;
- tower status;
- evidence-harness validation;
- live-run authorization state;
- evidence-status changes;
- publication blockers.
Output Contract
Return:
## Publication Research Pipeline Result
- Project: <path>
- Status: pass | flag | block
- Dispatch route: <path>
- Tower status: pass | partial | block | not-needed
- Evidence harness: pass | partial | block
- Ready SWUs: <list>
- Goal profiles: <paths or none>
- Paper readiness: draft | evidence-blocked | publishable
- Exports: <paths or none>
- Next route: task-session | codex-goal | research-tower | research-evidence-harness | deferred
Signals
- GitHub stars
- 25
- Forks
- 3
- Last commit
- Sep 2026
Advanced
- Catalog kind
- skill
- Gateway key
publication-research-pipeline- Source
- github.com/cyberalchemyai/arcanum