jmagly/radar-init
agentic/code/frameworks/research-complete/skills/radar-init/SKILL.md
Scaffold radar/freshness sidecars for research-corpus REFs. Pulls title/authors from the citation sidecar and GRADE from the analysis doc, defaults the refresh cadence from GRADE and the cluster from a corpus-local map, and stamps documentation/radar/REF-XXX-radar.md. Runs via `aiwg corpus radar-init`.
$ install --global
skillsauthnpx skillsauth add jmagly/aiwg radar-initInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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SKILL.md
- namespace:
- aiwg
- platforms:
- [all]
- name:
- radar-init
- description:
- Scaffold radar/freshness sidecars for research-corpus REFs. Pulls title/authors from the citation sidecar and GRADE from the analysis doc, defaults the refresh cadence from GRADE and the cluster from a corpus-local map, and stamps documentation/radar/REF-XXX-radar.md. Runs via `aiwg corpus radar-init`.
- argumentHint:
- --ref REF-XXX | --all-missing [--cadence C] [--cluster T] [--write]
- allowedTools:
- Read, Bash, Write
- model:
- sonnet
- category:
- research-radar
Radar Init
Scaffold a radar/freshness sidecar for a REF. The radar sidecar tracks GRADE
re-assessment, refresh cadence, and signal-gathering history for a paper —
the read side (by-grade, radar-stale-queue, by-trajectory views) is
rendered by aiwg index build (#1492); this skill creates the sidecars those
views consume.
How to run
aiwg corpus radar-init --ref REF-614 # dry-run (prints what it would write)
aiwg corpus radar-init --ref REF-614 --write # actually write the sidecar
aiwg corpus radar-init --ref REF-614 --cadence annual --cluster vla-robotics --write
aiwg corpus radar-init --all-missing --write # every REF with a citation sidecar but no radar
- Dry-run by default. Add
--writeto create files. Existing radars are skipped. - Cadence defaults from the analysis doc's GRADE: A→quarterly, B/C→biannual,
D→on-demand. Override with
--cadence monthly|quarterly|biannual|annual|on-demand. - GRADE is read from the analysis doc (
documentation/references/REF-XXX-*.md): the**Quality**: A-form the canonical/expanded reference templates use, or a**GRADE:** Aform. The +/- sign is preserved. - Cluster is resolved from the corpus-local cluster map (below). Override with
--cluster.
Cluster map (corpus-local, no hardcoded ranges)
Cluster tagging is data-driven: create documentation/radar/clusters.yaml in the
corpus mapping cluster tags to REF-number singletons and inclusive ranges:
self-evolving-agents:
- "599"
- "615-619"
pid-control:
- "600-605"
vla-robotics:
- "629-635"
If the file is absent, scaffolded radars get no cluster (you can set --cluster
explicitly). The literal REF ranges live in the corpus, never in AIWG.
Corpus root
The corpus root resolves as AIWG_CORPUS_ROOT env > research.corpusRoot in
.aiwg/aiwg.config > the current directory (#1497) — same as aiwg index build.
Triggers
- "scaffold a radar for REF-XXX"
- "create radar sidecars for all missing refs"
- "init the freshness tracker for this paper"
/radar-init
References
- @$AIWG_ROOT/src/artifacts/corpus-tools/radar-init.ts — implementation
- @$AIWG_ROOT/agentic/code/frameworks/research-complete/templates/radar-sidecar.md — sidecar template
- radar-status / radar-report skills — the report side
Related Skills
jmagly/radar-status
data-ai
VerifiedTrustedCommunity
Report which research-corpus radar sidecars are overdue for refresh. Computes staleness (days since last refresh vs the cadence window) for every radar, sorted most-overdue-first. Runs via `aiwg corpus radar-status`.
140SKILL.mdUpdated May 28, 2026
jmagly/radar-report
data-ai
VerifiedTrustedCommunity
Aggregate research-corpus radar sidecars into a corpus or per-cluster freshness report — totals, overdue count, per-cluster / per-GRADE / per-trajectory breakdowns, an overdue table, and per-radar rationale snippets. Runs via `aiwg corpus radar-report`.
140SKILL.mdUpdated May 28, 2026
jmagly/profile-temporal
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Compute an entity's publication trajectory — per-year paper counts, topic drift, hot-streak detection (≥3 consecutive A-grade years), and career phase. Runs via `aiwg corpus profile-temporal`.
140SKILL.mdUpdated May 28, 2026
jmagly/profile-status
tools
VerifiedTrustedCommunity
Report research-corpus entity profiles (PROF-P/O/G/F) past their refresh cadence. Computes staleness via the shared cadence helper, sorted most-overdue-first. Runs via `aiwg corpus profile-status`.
140SKILL.mdUpdated May 28, 2026