Borrowing it
Nothing to install: this file belongs to stellar-experimental/stellar-raven. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/stellar-experimental/stellar-raven/main/.agents/skills/live-drift-resolution/SKILL.mdgit clone --depth 1 https://github.com/stellar-experimental/stellar-ravenWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/stellar-experimental/stellar-raven/live-drift-resolution)<a href="https://agentmods.dev/skills/stellar-experimental/stellar-raven/live-drift-resolution"><img src="https://agentmods.dev/badge/skills/stellar-experimental/stellar-raven/live-drift-resolution/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/stellar-experimental/stellar-raven/live-drift-resolution"><img src="https://agentmods.dev/badge/skills/stellar-experimental/stellar-raven/live-drift-resolution.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00109 | $0.06255 |
| Opus 5 | $0.00055 | $0.03127 |
| Sonnet 5 | $0.00022 | $0.01251 |
| Haiku 4.5 | $0.00011 | $0.00626 |
Grade A, and why
live-drift-resolution scanned grade A with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 9d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Runs shell commandslowCapability
Expected in a hook, worth knowing in a rule or an instructions file.
> const cp=require("child_process"); How it starts
The opening of the file, as written. The whole thing — 426 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Live service drift resolution — stellar-raven-codemode
This skill is agent-agnostic: a plain-markdown runbook. Claude Code invokes it as a skill; Codex or any other CLI agent can be pointed at this file directly.
Boundary: this resolves live service surface drift. If the user asks whether repo truth is
current across evals, golden answers, improvements, upstream issues, or PRs, use
truth-maintenance as the coordinator and this skill as only the drift lane.
North star
The committed catalog (catalog/manifest.json, inventory/*.json, specs/super-spec.json,
eval/plan/op-classes.json) is a frozen snapshot of upstream surfaces that drift on their
own schedule. A daily CI job re-fetches the live surfaces and files a "Live service drift
detected" issue when the snapshot no longer matches. Resolving it is mechanical regeneration
plus one real judgment:
Is this a clean mechanical bump (absorb and commit), or does it change the exposed surface or the routing behavior (which needs a policy or baseline decision in the SAME change)?
Getting that judgment wrong in either direction is the failure mode: rubber-stamping a bump that added a callable operation ships an unvetted surface; re-baselining a gate for a bump that didn't touch routing hides a real regression behind a moved goalpost. The whole skill exists to make that one call correctly and prove it.
Bindings that change (which CI repo, which secret store) live in
AGENTS.md, especially
Coordination and Hard rules,
not here. This runbook is the procedure.
Step 0 — read the issue, don't trust its summary
The drift issue is auto-filed by a bot and includes a diffstat and the exact regen commands. Read it for the shape (which files, roughly how big), but treat its framing as a starting point, not a verdict — the whole point of the steps below is to derive the truth from the actual diff.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 9d ago First seen · 426 lines · 109 tokens per session scan A 9dfe6b68992f
live-drift-resolution is a skill published in the GitHub repository stellar-experimental/stellar-raven (6 stars, last pushed yesterday), licensed Apache-2.0. It adds 109 tokens to every session and 6,255 once invoked, about $0.0005 per session on Opus 5. A static security scan graded it A with 1 finding (runs shell commands). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
Other skills, from other repositories
ship
Verify and publish by pushing, opening a PR, and watching CI; land mode merges then cleans branches. Triggers "ship it", "create PR", "/ship", "watch the PR", "babysit CI"; land mode "land it", "/ship land", "fix CI and merge".
land-and-deploy
Merge PR, wait for CI, verify deploy, run canary. The complete landing pipeline.
go-ci-workflow
Use when creating or refactoring GitHub Actions CI workflows for Go repositories. Covers repository-shape detection, Make-driven delegation with formal fallbacks, Go setup, caching, tool pinning, permissions, reusable workflows, and quality gate design.
ci-all
Full CI pipeline: run local tests, type check, push branch, and return the pipeline URL. The only command you need before opening a PR.
ci-pipeline
Push current branch and return the pipeline tracking URL (GitLab or GitHub Actions).
ci-status
Show current pipeline status for the active branch (GitLab CI or GitHub Actions).