Getting it into your agent
It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.
git clone --depth 1 https://github.com/Jamie-BitFlight/claude_skillsnpx agentmods add skills/jamie-bitflight/claude_skills/refresh-researchWrote 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/jamie-bitflight/claude_skills/refresh-research)<a href="https://agentmods.dev/skills/jamie-bitflight/claude_skills/refresh-research"><img src="https://agentmods.dev/badge/skills/jamie-bitflight/claude_skills/refresh-research/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/jamie-bitflight/claude_skills/refresh-research"><img src="https://agentmods.dev/badge/skills/jamie-bitflight/claude_skills/refresh-research.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 | $0.00101 | $0.02062 |
| Opus 5 | $0.00051 | $0.01031 |
| Sonnet 5 | $0.00020 | $0.00412 |
| Haiku 4.5 | $0.00010 | $0.00206 |
Grade A, and why
refresh-research scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 10d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 192 lines — stays where its author put it; the contents beside it link to each section on GitHub.
<scope_args>$ARGUMENTS</scope_args>
Refresh Research
Orchestrate parallel research-curator agents to bulk-refresh research entries in ./research/. Detects staleness, skips fresh entries, updates only what qualifies. Safe to run repeatedly.
Arguments
<scope_args/> controls scope:
--all— Refresh every entry regardless of staleness--stale(default) — Refresh entries past their review date--category <name>— Refresh all entries in one category (e.g.,--category agent-frameworks)--layer <0|1|2>— Refresh entries with matching SDLC layer metadata (0=process, 1=language, 2=stack). See plugins/development-harness/docs/sdlc-layers/.--dry-run— Report what would be refreshed; do not spawn agents
Workflow
Step 1: Inventory and Staleness Detection
Glob ./research/**/*.md (exclude README.md). For each entry, parse:
- YAML frontmatter — extract
metadata.layervalue (string"0","1", or"2";nullif absent). - Freshness Tracking section — extract Last Verified and Next Review dates.
flowchart TD
Start([Read entry]) --> ParseFM[Parse YAML frontmatter<br>Extract metadata.layer]
ParseFM --> HasFreshness{Freshness Tracking section present?}
HasFreshness -->|No| Stale1[STALE: no tracking]
HasFreshness -->|Yes| ComputeDays[Compute Days Old = today minus Last Verified]
ComputeDays --> PastDue{Next Review Recommended < today?}
PastDue -->|Yes| Stale2[STALE: past review date]
PastDue -->|No| TooOld{Last Verified > 6 months ago?}
TooOld -->|Yes| Stale3[STALE: too old]
TooOld -->|No| Fresh[FRESH: N days until next review]
Build inventory table:
| File | Category | Layer | Last Verified | Next Review | Days Old | Stale? |
The Days Old column holds an integer: today's date minus the Last Verified date in days.
If Last Verified is absent or unparseable, render as —.
The Layer column holds the metadata.layer value or — if absent.
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.
- 10d ago First seen · 192 lines · 101 tokens per session scan A ef2bc8902786
refresh-research is a skill published in the GitHub repository Jamie-BitFlight/claude_skills (66 stars, last pushed today), licensed MIT. It adds 101 tokens to every session and 2,062 once invoked, about $0.0005 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.
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