refresh

Install

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.

Any agent

npx skills add kyle-chalmers/ticketwright --skill refresh

Clone the repo

git clone --depth 1 https://github.com/kyle-chalmers/ticketwright

Made for: Claude Code.

Wrote 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.

README.md

[![agentmods](https://agentmods.dev/badge/skills/kyle-chalmers/ticketwright/refresh/github.svg)](https://agentmods.dev/skills/kyle-chalmers/ticketwright/refresh)

Your own site

<a href="https://agentmods.dev/skills/kyle-chalmers/ticketwright/refresh"><img src="https://agentmods.dev/badge/skills/kyle-chalmers/ticketwright/refresh/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.

Your own site · 80×15

<a href="https://agentmods.dev/skills/kyle-chalmers/ticketwright/refresh"><img src="https://agentmods.dev/badge/skills/kyle-chalmers/ticketwright/refresh.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 44 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 629 The whole file, excluding the scripts and references it only reads on demand.

Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.

Origin original No closer match found in the catalogue.

Token cost

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	$0.00044	$0.00629
Opus 5.5	$0.00018	$0.00252
Sonnet 5.5	$0.00009	$0.00126
Haiku 4.5	$0.00004	$0.00063

Measured today against content hash da16eb7c1131, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

refresh 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 today.

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.

.claude/skills/refresh/SKILL.md · 43 lines

How it starts

The opening of the file, as written. The whole thing — 43 lines — stays where its author put it; the contents beside it link to each section on GitHub.

/refresh

One maintenance skill for the two knowledge stores the other skills read:

/refresh index — the ticket catalog: tickets/INDEX.md (every ticket, status, one-line summary, tags, cross-refs) + tickets/OBJECTS.md (object → tickets reverse map). This is what /ticket's recall mines. Details: index.md.
/refresh context — the domain knowledge pack in documentation/: data catalog, DDL, ERD, dependency graph, business glossary. This is what /ticket's domain + warehouse priming reads. With no warehouse seam, the pack is the glossary + domain notes built from tickets and repo docs (the introspection phases skip cleanly). Details: context-pack.md.
/refresh all — both.

You rarely need this

Day-to-day the index maintains itself: the PostToolUse hook re-renders INDEX.md on every ticket folder change, the SessionStart hook surfaces the catalog, and /ship curates each ticket's summary at close. Invoke /refresh to:

bootstrap an existing backlog (/refresh index --all — render every ticket, then enrich);
re-enrich a batch after bulk edits (/refresh index ID1 ID2 …);
build or update the knowledge pack (/refresh context, scoped to a schema if given; --refresh updates in place — overwrite, don't sprawl).

Mode: `index`

Follow index.md: render deterministically (tools/build_ticket_index.py — stdlib, no model), enrich the un-enriched/stale set (the model writes one curated record per ticket, ingested via tools/ingest_index_records.py), re-render, then verify with --check and commit the whole index together — INDEX.md, OBJECTS.md, index_data.json, and the graph layer (tickets/graph/ + tickets/objects/) when project.graph_notes is on (the default).

Mode: `context`

Follow context-pack.md: verify each configured warehouse target, introspect via its adapter (inventory → DDL → dependencies → usage ranking), generate data_catalog.md / erd.md / glossary.md into documentation/ with freshness stamps, and update documentation/AI_LAYER_INDEX.md. Don't invent business meaning — flag glossary gaps for a human (reduce_assumptions).

Read the full file on GitHub · 43 lines

Files

What ships with it

2 files 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.

Changes

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.

today First seen · 43 lines · 44 tokens per session scan A da16eb7c1131

Subscribe to this mod's changes

refresh is a skill published in the GitHub repository kyle-chalmers/ticketwright (4 stars, last pushed 2d ago), licensed MIT. It adds 44 tokens to every session and 629 once invoked, about $0.0002 per session on Opus 5.5. 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 2026-11-07.

Analytics and metrics Claude Code Writing and docs ai-agents claude-code-plugin data-analysis data-quality

refresh next to 6 skills from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
refreshkyle-chalmers/ticketwright	Skill	4	2d ago	MIT	A	44	Claude Code
analysthollandkevint/data-product-operator	Skill	5	4d ago	MIT	A	62	Claude Code
dashboards-to-decisionshollandkevint/data-product-operator	Skill	5	4d ago	MIT	A	63	Claude Code
data-pipeline-qualityhollandkevint/data-product-operator	Skill	5	4d ago	MIT	A	88	Claude Code
metrics-definitionhollandkevint/data-product-operator	Skill	5	4d ago	MIT	A	71	Claude Code
arbitrage-audit-datahollandkevint/data-product-operator	Skill	5	4d ago	MIT	A	66	Claude Code
healthcare-data-readiness-debriefhollandkevint/data-product-operator	Skill	5	4d ago	MIT	A	59	Claude Code