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Agent skill

Orgx Deviation Reporting

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

Record a skill deviation with OrgX so it feeds tomorrow's Daily Brief.

Apache-2.0Auto-check passed

Install Orgx Deviation Reporting

skills CLI
$ npx skills add hashgraph-online/awesome-codex-plugins --skill orgx-deviation-reporting -a claude-code

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

GitHub CLI
$ gh skill install hashgraph-online/awesome-codex-plugins orgx-deviation-reporting --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/useorgx/orgx-codex-plugin/skills/orgx-deviation-reporting .claude/skills/orgx-deviation-reporting && 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
orgx-deviation-reporting
GitHub stars
1.3k
Token cost
~668 tokens
SKILL.md length
184 words
Files
1
Skills in repo
714
Repo updated
First seen
Licence
Apache-2.0

At a glance

Record a skill deviation with OrgX so it feeds tomorrow's Daily Brief.

  • An OrgX skill fires locally on a file edit
  • SKILL.md covers When to record, How to record, What happens next and Links
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Orgx Deviation Reporting is an agent skill from hashgraph-online/awesome-codex-plugins. Record a skill deviation with OrgX so it feeds tomorrow's Daily Brief. Use whenever an OrgX skill fires locally on a file edit, commit, PR, chat turn, or task output.

Its SKILL.md is about 670 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

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

  • An OrgX skill fires locally on a file edit

Example prompts

  • “/orgx-deviation-reporting”

What it can do on your machine

Read from SKILL.md and the folder at commit 9e7b281. 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 (its code samples are typescript).

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

  • Network

    Links to these hosts (documentation or services it may open):

    • github.com
    • useorgx.com

    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

Orgx Deviation Reporting loads about 668 tokens when it runs. Until then it costs about 48 tokens; SKILL.md has 184 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~48
When it runs · the whole SKILL.md, loaded when a task matches
~668

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 9e7b281, republished under its Apache-2.0 licence (© hashgraph-online). 184 words, ~668 tokens.

Download SKILL.mdSave it as .claude/skills/orgx-deviation-reporting/SKILL.md (or your agent's skills folder).
name
orgx-deviation-reporting
description
Record a skill deviation with OrgX so it feeds tomorrow's Daily Brief. Use whenever an OrgX skill fires locally on a file edit, commit, PR, chat turn, or task output.
tools
mcp__orgx__*

OrgX — skill deviation reporting

Every time an OrgX skill catches a deviation during your work, record it with OrgX so the evidence shows up in tomorrow's Daily Brief and drives the confidence trajectory for that skill.

When to record

You should record a deviation when:

  • A rule from an OrgX skill triggered on code or content you touched.
  • You accepted or rejected a skill's suggestion (pass outcome: confirmed or outcome: rejected).
  • A skill surfaced a pattern in output you produced.

Do not record the same deviation more than once per 10-minute window — the server dedupes on dedupe_key automatically; duplicate POSTs waste tokens.

How to record

Direct HTTP POST through the OpenClaw bridge or via orgx.post_skill_deviation MCP tool:

POST /api/v1/skills/{skill_id}/deviations
Authorization: Bearer <OrgX API key>
Content-Type: application/json

{
  "evidence_kind":      "file_edit" | "commit" | "pr" | "chat_turn" | "task_output",
  "evidence_ref":       "<repo>#<pr>" | "<path>:<line>" | "<commit_sha>",
  "summary":            "<one-line description>",
  "application_source": "plugin_codex",
  "confidence":         0.0..1.0,
  "outcome":            "pending" | "confirmed" | "rejected" | "ignored",
  "trigger_context":    { "file_path": "...", "rule_matched": "..." },
  "dedupe_key":         "<sha1(skill_id | evidence_kind | evidence_ref | floor(epoch/600))>",
  "captured_at":        "2026-04-17T10:00:00Z"
}
Computing dedupe_key
ts
import { createHash } from "node:crypto";

const bucket = Math.floor(Date.now() / 1000 / 600);
const material = [skillId, evidenceKind, evidenceRef, String(bucket)].join("|");
const dedupe_key = createHash("sha1").update(material).digest("hex");

10-minute bucketing handles save-happy editors without losing legitimate re-fires beyond that window.

What happens next

Your deviation lands in skill_deviations. The nightly rollup feeds it into the Daily Brief proof strip's "Deviations caught" tile + updates the skill's confidence sparkline. Agents whose loadout doesn't include the skill may get a cross-pollination proposal surfaced.

© 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

Just SKILL.md in plugins/useorgx/orgx-codex-plugin/skills/orgx-deviation-reporting of hashgraph-online/awesome-codex-plugins.

Open the folder on GitHubat commit 9e7b281

Compare with similar skills

Orgx Deviation Reporting 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.

Orgx Deviation Reporting compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Orgx Deviation Reporting this skillhashgraph-online/awesome-codex-plugins1.3k—~668Automated safety check: PassApache-2.0
Reportmicrosoft/data-formulator18k—~1.5kAutomated safety check: PassMIT
Reportalirezarezvani/claude-skills28k1 repos~727Automated safety check: PassMIT
Bugcrowd Reportingsickn33/agentic-awesome-skills47k1 repos~5.9kAutomated safety check: PassMIT
Recordingcodewhale-hq/Codewhale41k—~540Automated safety check: PassMIT
Reportsgarrytan/gbrain31k—~1.6kAutomated safety check: PassMIT

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Questions about Orgx Deviation Reporting

What does Orgx Deviation Reporting do?

Record a skill deviation with OrgX so it feeds tomorrow's Daily Brief. Orgx Deviation Reporting is an agent skill from hashgraph-online/awesome-codex-plugins. Record a skill deviation with OrgX so it feeds tomorrow's Daily Brief.

When should I use Orgx Deviation Reporting?

Orgx Deviation Reporting fits situations like: an OrgX skill fires locally on a file edit.

How do I install Orgx Deviation Reporting in Claude Code?

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

How do I install Orgx Deviation Reporting in Codex?

Run `npx skills add hashgraph-online/awesome-codex-plugins --skill orgx-deviation-reporting -a codex`. Or copy the skill folder (plugins/useorgx/orgx-codex-plugin/skills/orgx-deviation-reporting in hashgraph-online/awesome-codex-plugins) into .agents/skills/orgx-deviation-reporting in your project. Codex loads it when a task matches its description.

Can I use Orgx Deviation Reporting 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 orgx-deviation-reporting -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/orgx-deviation-reporting, .gemini/skills/orgx-deviation-reporting, .github/skills/orgx-deviation-reporting and .opencode/skills/orgx-deviation-reporting in your project.

What does Orgx Deviation Reporting need to run?

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

Does Orgx Deviation Reporting access the network?

SKILL.md names 2 domains. As links in the text: github.com and useorgx.com. This is read from the text; nothing was executed.

Is Orgx Deviation Reporting 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 Orgx Deviation Reporting use?

Orgx Deviation Reporting 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 Orgx Deviation Reporting use?

About 668 tokens (SKILL.md is roughly 2.7k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Orgx Deviation Reporting?

Skills that share tags, products or a category with Orgx Deviation Reporting: Report (microsoft/data-formulator, 18k stars), Report (alirezarezvani/claude-skills, 28k stars), Bugcrowd Reporting (sickn33/agentic-awesome-skills, 47k stars) and Recording (codewhale-hq/Codewhale, 41k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Orgx Deviation Reporting?

hashgraph-online (a GitHub organization) maintains it in hashgraph-online/awesome-codex-plugins, which has 1,255 GitHub stars. The repository holds 714 skills in this directory. The repository was last updated on October 9, 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.