Agent skill

Graymatter Analytics

by hashgraph-online in hashgraph-online/awesome-codex-plugins

A skill your agent uses when GrayMatter should support analytics work by retrieving durable context, checking retrieval receipts, loading the live api-docs schema, and helping create…

Apache-2.0Auto-check passedDevelopment

Install Graymatter Analytics

skills CLI
$ npx skills add hashgraph-online/awesome-codex-plugins --skill graymatter-analytics -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install hashgraph-online/awesome-codex-plugins graymatter-analytics --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/hashgraph-online/awesome-codex-plugins.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/ValkyrLabs/GrayMatter/skills/graymatter-analytics .claude/skills/graymatter-analytics && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
graymatter-analytics
GitHub stars
1.2k
Token cost
~1.2k tokens
SKILL.md length
600 words
Files
2 (incl. references)
Skills in repo
686
Repo updated
First seen
Licence
Apache-2.0

At a glance

A skill your agent uses when GrayMatter should support analytics work by retrieving durable context, checking retrieval receipts, loading the live api-docs schema, and helping create…

  • Works in 5 steps: Ensure GrayMatter is activated or at… → Retrieve relevant durable context… → Load or refresh /v1/api-docs before… → …
  • GrayMatter should support analytics work by retrieving durable context
  • SKILL.md covers Core Rule, Start Here, Source Order and Business Object Rules, plus 3 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Graymatter Analytics is an agent skill from hashgraph-online/awesome-codex-plugins. Use when GrayMatter should support analytics work by retrieving durable context, checking retrieval receipts, loading the live api-docs schema, and helping create user/workspace-specific semantic layers without assuming tenant business objects exist.

Its SKILL.md is about 1.2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/semantic-layer-template.md`).

It sits in Development, covering Technical documentation. The repository describes itself as: A curated list of awesome OpenAI Codex / ChatGPT plugins, skills, and resources. The 1 Codex Marketplace. See live plugins at: https://hol.org/plugins/best-codex-plugins. The licence is Apache-2.0.

When your agent uses it

  • GrayMatter should support analytics work by retrieving durable context
  • Checking retrieval receipts
  • Loading the live api-docs schema
  • Helping create user/workspace-specific semantic layers without assuming tenant business objects exist

Example prompts

  • “/graymatter-analytics”

Workflow steps

5 steps, taken from the first numbered list in SKILL.md.

  1. Ensure GrayMatter is activated or at least check status with the available GrayMatter tool or script.
  2. Retrieve relevant durable context through GrayMatter memory or retrieval receipts.
  3. Load or refresh /v1/api-docs before using business objects, fields, relationships, or actions.
  4. Map the user question to only the object families and paths present in the live schema.
  5. If schema or retrieval evidence is missing, stale, partial, or conflicting, say so and ask for the smallest useful fallback.

What it can do on your machine

Read from SKILL.md and the folder at commit 78497e5. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Graymatter Analytics loads about 1.2k tokens when it runs, and up to ~2.1k if it reads all its reference files. Until then it costs about 68 tokens; SKILL.md has 600 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~68
When it runs · the whole SKILL.md, loaded when a task matches
~1.2k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~2.1k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from hashgraph-online/awesome-codex-plugins at commit 78497e5, republished under its Apache-2.0 licence (© hashgraph-online). 600 words, ~1,201 tokens.

Download SKILL.mdSave it as .claude/skills/graymatter-analytics/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.
name
graymatter-analytics
description
Use when GrayMatter should support analytics work by retrieving durable context, checking retrieval receipts, loading the live api-docs schema, and helping create user/workspace-specific semantic layers without assuming tenant business objects exist.

GrayMatter Analytics

Use this skill when a user wants analytics, KPI, report, dashboard, or semantic-context work to use GrayMatter as the product surface for memory, retrieval, receipts, and live schema awareness.

Core Rule

/v1/api-docs is the source of truth for the current RBAC-visible schema.

GrayMatter helpers may expect GrayMatter product surfaces such as memory, retrieval, receipts, status, and schema introspection when the plugin is installed and authenticated. They must not assume business objects such as Invoice, UserPreference, StrategicPriority, KeyMetric, Customer, Workflow, or Application exist until the current /v1/api-docs says they exist for this account.

Start Here

  1. Ensure GrayMatter is activated or at least check status with the available GrayMatter tool or script.
  2. Retrieve relevant durable context through GrayMatter memory or retrieval receipts.
  3. Load or refresh /v1/api-docs before using business objects, fields, relationships, or actions.
  4. Map the user question to only the object families and paths present in the live schema.
  5. If schema or retrieval evidence is missing, stale, partial, or conflicting, say so and ask for the smallest useful fallback.

Source Order

  1. Live /v1/api-docs for schema, paths, components, fields, relationships, and actions.
  2. GrayMatter retrieval receipt for memory-backed answers, including its answer policy and coverage status.
  3. Live GrayMatter memory read/query when receipts are unavailable.
  4. User-provided sources such as SQL, dashboards, docs, exports, screenshots, repository files, or local semantic layers.
  5. Local fallback files only when GrayMatter is unavailable or the user explicitly wants local-only work.

Business Object Rules

  • Treat object families outside the GrayMatter core as conditional.
  • Verify both the path/component and the specific field or relationship before using it in analysis.
  • When an expected object family is missing, use the closest live schema object only if it is semantically appropriate and say why.
  • Do not synthesize unavailable schema objects from examples, docs, memories, or another user's tenant.
  • For high-stakes analytics, refresh schema and retrieve source evidence during the workflow, even when saved context exists.
Show full SKILL.md (277 more words)Show less

Normalized Context Rules

Analytics quality depends on graph traversal, filters, and retrieval receipts seeing structured fields rather than blobs.

  • Do not write analytics context by stuffing metadata into MemoryEntry.text or ContentData.contentData.
  • Use MemoryEntry.text only for the concise durable fact, decision, todo, preference, handoff, or artifact summary.
  • Use sourceChannel, metadata, tags, and explicit relationships for scope, provenance, workspace, workflow, dashboard, artifact, and agent identifiers.
  • Use ContentData only for content artifacts or overflow detail; set or preserve contentType, category, status, tags, and JSON metadata.
  • Never send audit fields such as ownerId, ownerID, createdDate, lastModifiedDate, or lastAccessedDate in create/update payloads.
  • Before creating or updating a non-memory object, confirm the object and fields exist in /v1/api-docs; prefer the first-class business object over a generic memory or content record.
  • When answering from memory or semantic retrieval, prefer retrieval receipts and respect their coverage, freshness, confidence, provenance, and answer policy.

Semantic Layers

GrayMatter can help create workspace-specific semantic layers, but shared plugin skills must stay generic.

Use references/semantic-layer-template.md when a user wants reusable analytics context. The layer should be generated from that user's live schema and supplied sources, then stored in the user's workspace or skill directory. Do not ship customer-specific metrics, private MemoryEntry content, local absolute paths, or workspace decisions as a universal GrayMatter layer.

Answering Rules

  • Obey retrieval receipt policies such as retry, clarify, deny, low confidence, stale context, partial coverage, or conflicting context.
  • Keep raw credentials, tokens, private personal fields, row-level customer data, and long private memory bodies out of generated artifacts.
  • Separate product capability from tenant availability: GrayMatter may support schema-aware analytics, but the current tenant's /v1/api-docs decides what can be analyzed.
  • Prefer precise source gaps over confident guesses.

© hashgraph-online, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 1 other file (references) in plugins/ValkyrLabs/GrayMatter/skills/graymatter-analytics of hashgraph-online/awesome-codex-plugins.

  • SKILL.md
  • references/semantic-layer-template.md

Open the folder on GitHubat commit 78497e5

Compare with similar skills

Graymatter Analytics next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Graymatter Analytics compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Graymatter Analytics this skillhashgraph-online/awesome-codex-plugins1.2k—~1.2kAutomated safety check: PassApache-2.0
Diagram Designcathrynlavery/diagram-design45k1 repos~7.5kAutomated safety check: PassMIT
Simple Englishmoeru-ai/airi50k2 repos~4.6kAutomated safety check: PassMIT
Get API Docs with chubandrewyng/context-hub14k2 repos~775Automated safety check: PassMIT
Doc SyncJetBrains/ideavim10k2 repos~2.6kAutomated safety check: PassMIT
Mailspring App ScreenshotsFoundry376/Mailspring18k—~1.5kAutomated safety check: PassGPL-3.0

Similar skills

  • Diagram Design

    cathrynlavery/diagram-design

    Creates branded diagrams, from architecture, flowchart and sequence to charts and maps, as self-contained HTML with inline SVG, with import from draw.io, Mermaid and Excalidraw.

    45k GitHub starsUsed in 1 repo~7.5k tokens
    DevelopmentAuto-check passed
  • Simple English

    moeru-ai/airi

    Write or rewrite technical text with the rules of ASD-STE100 Simplified Technical English so it is clear, unambiguous, and free of AI slop.

    50k GitHub starsUsed in 2 repos~4.6k tokens
    DevelopmentAuto-check passed
  • Get API Docs with chub

    andrewyng/context-hub

    Fetches current documentation for third-party APIs and SDKs with the chub CLI before the agent writes code against them, instead of relying on remembered API shapes.

    14k GitHub starsUsed in 2 repos~775 tokens
    DevelopmentAuto-check passed
  • Doc Sync

    JetBrains/ideavim

    Official

    Keeps IdeaVim documentation in sync with code changes. An agent skill from JetBrains/ideavim.

    10k GitHub starsUsed in 2 repos~2.6k tokens
    DevelopmentAuto-check passed
  • Mailspring App Screenshots

    Foundry376/Mailspring

    Captures screenshots of the running Mailspring dev app for docs, PRs or visual checks by launching it with a debugging port, driving the UI and clipping to an element.

    18k GitHub stars~1.5k tokensUpdated today
    DevelopmentAuto-check passed
  • Draw.io Diagram Studio

    Agents365-ai/drawio-skill

    Creates and edits editable draw.io diagrams from descriptions, code, infrastructure files, SQL and API schemas, with sync, review, test and export tools.

    10k GitHub stars~2.4k tokensUpdated 5 days ago
    DevelopmentAuto-check: notes

More from hashgraph-online/awesome-codex-plugins

All 686 skills in this repo
  • Anime Reaction Gif

    hashgraph-online/awesome-codex-plugins

    Create original anime-style reaction stickers as looping GIFs and MP4 previews, using generated character pose sheets and timed key poses.

    1.2k GitHub stars~922 tokensUpdated today
    Auto-check passed
  • Calibredb

    hashgraph-online/awesome-codex-plugins

    Manage and query Calibre libraries with the calibredb CLI (local paths or Calibre Content server URLs).

    1.2k GitHub stars~1k tokensUpdated today
    Auto-check passed
  • Rust API Test Harness

    hashgraph-online/awesome-codex-plugins

    A skill your agent uses when adding, changing, testing, or debugging Rust HTTP APIs and services, especially when Codex needs black-box integration tests, random-port app startup, real database test…

    1.2k GitHub stars~1.7k tokensUpdated today
    Auto-check passed
  • Art

    hashgraph-online/awesome-codex-plugins

    Make a studio's game look like something at build time — a cover from a real frame of the game (free), painted covers, backdrops, textures and character plates from image models through the…

    1.2k GitHub stars~2.4k tokensUpdated today
    Auto-check passed
  • Game Balance Economy

    hashgraph-online/awesome-codex-plugins

    Balance game difficulty, resources, rewards, probability, progression, economies, and dominant strategies.

    1.2k GitHub stars~618 tokensUpdated today
    Auto-check passed
  • Manuscript Engagement Analytics

    hashgraph-online/awesome-codex-plugins

    Analyze nonfiction manuscripts for reader engagement signals, including heading-level word counts, slow starts, long slogs, weak takeaway titles, value pacing, beta-reader comment dropoff, and…

    1.2k GitHub stars~875 tokensUpdated today
    Auto-check passed

Categories

Questions about Graymatter Analytics

What does Graymatter Analytics do?

A skill your agent uses when GrayMatter should support analytics work by retrieving durable context, checking retrieval receipts, loading the live api-docs schema, and helping create…. Graymatter Analytics is an agent skill from hashgraph-online/awesome-codex-plugins. Use when GrayMatter should support analytics work by retrieving durable context, checking retrieval receipts, loading the live api-docs schema, and helping create user/workspace-specific semantic layers without assuming tenant business objects exist.

When should I use Graymatter Analytics?

Graymatter Analytics fits situations like: grayMatter should support analytics work by retrieving durable context; checking retrieval receipts; loading the live api-docs schema; helping create user/workspace-specific semantic layers without assuming tenant business objects exist.

How do I install Graymatter Analytics in Claude Code?

Run `npx skills add hashgraph-online/awesome-codex-plugins --skill graymatter-analytics -a claude-code`. Or copy the skill folder (plugins/ValkyrLabs/GrayMatter/skills/graymatter-analytics in hashgraph-online/awesome-codex-plugins) into .claude/skills/graymatter-analytics in your project. Claude Code loads it when a task matches its description.

How do I install Graymatter Analytics in Codex?

Run `npx skills add hashgraph-online/awesome-codex-plugins --skill graymatter-analytics -a codex`. Or copy the skill folder (plugins/ValkyrLabs/GrayMatter/skills/graymatter-analytics in hashgraph-online/awesome-codex-plugins) into .agents/skills/graymatter-analytics in your project. Codex loads it when a task matches its description.

Can I use Graymatter Analytics in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add hashgraph-online/awesome-codex-plugins --skill graymatter-analytics -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/graymatter-analytics, .gemini/skills/graymatter-analytics, .github/skills/graymatter-analytics and .opencode/skills/graymatter-analytics in your project.

What does Graymatter Analytics need to run?

SKILL.md names no scripts, command-line tools or credentials: Graymatter Analytics is instructions for the agent only.

Does Graymatter Analytics access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Graymatter Analytics safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Graymatter Analytics use?

Graymatter Analytics is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Graymatter Analytics use?

About 1.2k tokens (SKILL.md is roughly 4.8k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 879 tokens, read only when the agent opens those files.

What are the alternatives to Graymatter Analytics?

Skills that share tags, products or a category with Graymatter Analytics: Diagram Design (cathrynlavery/diagram-design, 45k stars), Simple English (moeru-ai/airi, 50k stars), Get API Docs with chub (andrewyng/context-hub, 14k stars) and Doc Sync (JetBrains/ideavim, 10k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Graymatter Analytics?

hashgraph-online (a GitHub organization) maintains it in hashgraph-online/awesome-codex-plugins, which has 1,242 GitHub stars. The repository holds 686 skills in this directory. The repository was last updated on October 8, 2026.

Source: hashgraph-online/awesome-codex-plugins on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.