fill SKILL.md skillA

fill from rossoctl/context-guru is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add rossoctl/context-guru/fill@git:20261015.ed6bd6a

Pins git:20261015.ed6bd6a in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
rossoctl/context-guru
Path
context-guru-plugin/skills/fill/SKILL.md
Versions recorded
2
Latest version
git:20261015.ed6bd6a, committed Oct 15, 2026
First version recorded
Oct 12, 2026
Size
434 bytes
Repository stars
70
License
Apache-2.0

How full the context window is, what is filling it, and how long until it is full.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

Run this, then print its output exactly as it is in one code block. Add nothing before or after it.

```bash
python3 "${CLAUDE_PLUGIN_ROOT}/scripts/tv.py" fill
```
Do not turn dollars into tokens or add advice that the output does not contain.

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add rossoctl/context-guru/fill@sha256:79bc77212806e680

The line at the top of this page pins the label git:20261015.ed6bd6a, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_77sttj5lqeqt4ast.svg)](https://markdownregistry.com/a/art_77sttj5lqeqt4ast)

1 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 2 versions of this file, between Oct 12, 2026 and Oct 15, 2026, about one every 3 days.

versioncommittedcommitsizeaudit
git:20261015.ed6bd6a latest2026-10-15 ed6bd6a 434 BA view · diff
git:20261012.cd5df332026-10-12 cd5df33 427 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (434 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

rossoctl/context-guru · 70 stars · license Apache-2.0 · pushed 2026-10-20 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_77sttj5lqeqt4ast
GET https://markdownregistry.com/api/v1/resolve?ref=rossoctl/context-guru/fill
GET https://markdownregistry.com/api/v1/blob/79bc77212806e6809cbd5330ae172b7501ab68df33393be01d1cc9d4213ad1a6

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

More from rossoctl/context-guru

offload-review SKILL.md skill
rossoctl/context-guru · .claude/skills/offload-review/SKILL.md · Offload two independent reviews of a PR to agent tools on this machine, fix their findings, and re-review. Use for…
git:20261020.e09ce09 · audit A · 70 stars
AGENTS.md AGENTS.md file
rossoctl/context-guru · AGENTS.md
git:20261015.d64826f · audit A · 70 stars
CLAUDE.md CLAUDE.md file
rossoctl/context-guru · CLAUDE.md
git:20261020.45f7fe3 · audit A · 70 stars
context-guru-adapt SKILL.md skill
rossoctl/context-guru · codex-marketplace/plugins/context-guru/skills/adapt/SKILL.md · Moved to $context-guru-save-more (config and cache) and $context-guru-remove-mcp-and-skills (unused MCP servers and…
git:20261015.ed6bd6a · audit A · 70 stars
context-guru-cache-campaign SKILL.md skill
rossoctl/context-guru · codex-marketplace/plugins/context-guru/skills/cache-campaign/SKILL.md · Build a cache plan from your own history and compare it with today (manager login needed; an older proxy gets a…
git:20261015.5f159c9 · audit A · 70 stars
context-guru-cache-strategy-picker SKILL.md skill
rossoctl/context-guru · codex-marketplace/plugins/context-guru/skills/cache-strategy-picker/SKILL.md · Inspect or change the Codex prompt-cache keep-alive strategy.
git:20261005.ea10fe1 · audit A · 70 stars
context-guru-cache SKILL.md skill
rossoctl/context-guru · codex-marketplace/plugins/context-guru/skills/cache/SKILL.md · Moved to the insights skill (`cache`). Kept for one release so existing habits still work.
git:20261015.3051da9 · audit A · 70 stars
context-guru-chart SKILL.md skill
rossoctl/context-guru · codex-marketplace/plugins/context-guru/skills/chart/SKILL.md · Dollars saved per day as a bar chart, by lever, with the avoidable estimate drawn apart. Pass 14 or 30.
git:20261012.cd5df33 · audit A · 70 stars
context-guru-fill SKILL.md skill
rossoctl/context-guru · codex-marketplace/plugins/context-guru/skills/fill/SKILL.md · How full the context window is, what fills it, and when it will be full.
git:20261012.cd5df33 · audit A · 70 stars
context-guru-heatmap SKILL.md skill
rossoctl/context-guru · codex-marketplace/plugins/context-guru/skills/heatmap/SKILL.md · Weekday-by-hour heat map of what cache misses cost.
git:20261012.cd5df33 · audit A · 70 stars
context-guru-insights-capabilities SKILL.md skill
rossoctl/context-guru · codex-marketplace/plugins/context-guru/skills/insights-capabilities/SKILL.md · Moved to the insights skill (`tools`). Kept for one release so existing habits still work.
git:20261015.3051da9 · audit A · 70 stars
context-guru-insights-components SKILL.md skill
rossoctl/context-guru · codex-marketplace/plugins/context-guru/skills/insights-components/SKILL.md · Moved to the insights skill (`savings`). Kept for one release so existing habits still work.
git:20261015.3051da9 · audit A · 70 stars

Every file in rossoctl/context-guru

Browse by kind, by grade A, or by owner.