Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add pariyar07/ariadne --skill research-stewardshipgit clone --depth 1 https://github.com/pariyar07/ariadneWrote 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/pariyar07/ariadne/research-stewardship)<a href="https://agentmods.dev/skills/pariyar07/ariadne/research-stewardship"><img src="https://agentmods.dev/badge/skills/pariyar07/ariadne/research-stewardship/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/pariyar07/ariadne/research-stewardship"><img src="https://agentmods.dev/badge/skills/pariyar07/ariadne/research-stewardship.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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 | $0.00048 | $0.00872 |
| Opus 5 | $0.00024 | $0.00436 |
| Sonnet 5 | $0.00010 | $0.00174 |
| Haiku 4.5 | $0.00005 | $0.00087 |
Grade A, and why
ariadne:research-stewardship scanned grade A with 0 findings 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 12d 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.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 67 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Ariadne Research Stewardship
Audit one named research boundary first. Repair only deterministic, meaning-preserving drift through a declared exact write set.
Authorization And Modes
- Require a current-turn named or confirmed research boundary in a multi-scope vault. A likely match is not authorization.
- Read instructions from the vault root through every ancestor scope to the target. Read the boundary descriptor, canonical hubs, inquiry and synthesis entrypoints, and validator output progressively.
- Choose
audit,repair, orlegacy-adoptionexplicitly. - In
auditmode perform zero mutations: no reports in the vault, metadata normalization, link edits, queue items, or opportunistic fixes. Return findings and a proposed exact write set in chat. - In
repairmode state the exactallowed_write_setbefore editing. Keep every mutation inside it. A newly discovered path is deferred until it is explicitly added.
The selected boundary does not authorize sibling scopes, parent/root navigation, or downstream destinations. Folder ancestry does not establish boundary membership.
Audit Contract
Audit the declared boundary for:
- descriptor and hub consistency
- canonical downstream-to-upstream
derived_fromprovenance - raw sources marked
compiledwithout a derived note - source-only and needs-review coverage
- possible provenance cycles or circular corroboration
- evidence roles and generated or derivative evidence families
- stale synthesis, contradictions, supersession candidates, and unresolved questions
- exact versus explicit descendant rollup behavior
- nested child boundary isolation
- older pipeline drift and adoption readiness
Report semantic ambiguity; do not guess. A structurally valid boundary may still be semantically stale.
Automatic Repair Allowlist
Automatic repair is limited to:
- path-qualifying a uniquely resolved link
- restoring a descriptor-declared hub edge
- linking an existing Base from its existing sibling Base index
- normalizing a schema value without changing its meaning
What ships with it
1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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.
- 12d ago First seen · 67 lines · 48 tokens per session scan A cca658c6a147
ariadne:research-stewardship is a skill published in the GitHub repository pariyar07/ariadne (20 stars, last pushed 1mo ago), licensed MIT. It adds 48 tokens to every session and 872 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
Other skills, from other repositories
wiki-ingest
Ingest supplied source material into an Obsidian vault with provenance and claim tracking: pasted text, files staged in the selected vault's inbox or .raw archive, or explicitly approved URLs. Use for a single source or bounded batch, not for saving an assistant answer. Triggers: ingest, ingest this file, ingest this…
autoresearch
Run a bounded, source-grounded research loop, draft a cited dossier, and optionally propose a separately reviewed canonical vault merge. Use when the user wants autonomous or deep research that may access the public web. Triggers: /autoresearch, autoresearch, research this topic, deep dive into, investigate, find…
wiki-retrieve
Build and query a vault-local contextual BM25 retrieval index with optional multilingual Nomic cosine reranking; use for retrieve, hybrid retrieval, BM25, rerank, contextual retrieval, chunk search, vault search, semantic search, find relevant passages, or retrieval diagnostics. Derived caches stay under .vault-meta…
obsidian-bases
Explain, draft, and validate Obsidian Bases .base files with filters, formulas, properties, summaries, and table, card, or list views. Use for Obsidian Bases, database-like vault views, dynamic tables, reading lists, task trackers, filters, formulas, summaries, and .base file edits.
loop-engineering
Use when a repeatable task must become a bounded Trigger -> Execute -> Verify -> State loop, scheduled automation, goal agent, or metric-driven research cycle.
anthropic-os
Use when a personal or team operating system needs a bounded redesign using Four-C, closed-loop controls, 70/30 allocation, 3B creativity, experiments, and prediction-error learning.