forge-connector

forge-connector is a skill for Claude Code from atlassian/forge-skills. It costs 121 tokens per session (12,016 once invoked), scanned A, original, Apache-2.0.

A guide for building Atlassian Forge connector apps that copy information from an outside service into Atlassian's Teamwork Graph. Teamwork Graph is Atlassian's connected data store, where the imported information can appear in Rovo Search and Rovo Chat.

In plain words
What is it for?
It helps scaffold, configure, build, and deploy a Forge connector for bringing third-party data into Atlassian, including handling connector requests and local state.
Why use it?
Connector apps involve specific installation, request-handling, storage, authentication, and deletion rules. The guide helps avoid common implementation errors and ensures the external data is connected in the expected way.

Skill for Claude Code ✓ vendor

Written for Claude Code: shipped in a Claude Code plugin.

Part of the forge-skills plugin — 6 skills, 2 MCP servers shipped together

Good fit It helps scaffold, configure, build, and deploy a Forge connector for bringing third-party data into Atlassian, including handling connector requests and local state.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/atlassian/forge-skills/forge-connector
About the project

Atlassian Forge Skills supports Atlassian Forge, a platform for building and deploying apps that extend products such as Jira and Confluence. Its skills and MCP-backed tools help coding agents create Forge apps, review them before deployment, optimize usage, troubleshoot failures, and work with Forge APIs and the Atlassian Design System.

atlassian/forge-skills · 22 stars · on GitHub · developer.atlassian.com

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 atlassian/forge-skills --skill forge-connector
Clone the repo
git clone --depth 1 https://github.com/atlassian/forge-skills

Made for: Claude Code.

Or install forge-skills, the plugin that ships this one along with the rest of its 6 skills, 2 MCP servers.

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.

agentmods badge for forge-connector

README.md
[![agentmods](https://agentmods.dev/badge/skills/atlassian/forge-skills/forge-connector/github.svg)](https://agentmods.dev/skills/atlassian/forge-skills/forge-connector)
Your own site
<a href="https://agentmods.dev/skills/atlassian/forge-skills/forge-connector"><img src="https://agentmods.dev/badge/skills/atlassian/forge-skills/forge-connector/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.

agentmods 80×15 button for forge-connector

Your own site · 80×15
<a href="https://agentmods.dev/skills/atlassian/forge-skills/forge-connector"><img src="https://agentmods.dev/badge/skills/atlassian/forge-skills/forge-connector.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 121 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 12,016 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. Third-party audits
  • NVIDIA SkillSpector warn 7 Sept 2026
SkillSpector: 3 findings, up to medium

These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →

  • medium Agent Snooping · line 287
    Skill enumerates or reads other installed skills. Access to other skills' SKILL.md files or the skills directory reveals prompt instructions, capabilities, and secrets that should be invisible to peer skills.
    Fix: Remove all code or instructions that list or read other skills' files or directories. Skills should operate independently; cross-skill access is a privilege escalation.
  • medium Prompt Injection · line 960
    Large whitespace padding was detected (a block of blank lines or a long run of spaces). This can push injected instructions below or to the right of the visible area so a human reviewer never sees them while the agent still reads them. Manual review of the hidden content is recommended.
    Fix: Remove the large whitespace padding (blank-line blocks or long space runs) and review any content hidden below or to the right of it. Keep skill files compact and reviewable so no instructions can be
  • medium Excessive Agency · line 1028
    Skill enables autonomous high-impact decisions without human-in-the-loop verification. Critical operations (destructive commands, financial transactions, data deletion) should require explicit user confirmation.
    Fix: Add human-in-the-loop confirmation for destructive, irreversible, or high-impact operations. Never auto-execute commands that modify files, send data, or alter system state.
How audits are shown
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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00121 $0.12016
Opus 5 $0.00060 $0.06008
Sonnet 5 $0.00024 $0.02403
Haiku 4.5 $0.00012 $0.01202

Measured 9d ago against content hash a9b1289f899d, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-08, from the pricing page.

Security

Grade A, and why

forge-connector 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 9d ago.

The scan reads SKILL.md. This mod also ships 6 executable files (scripts/__init__.py, scripts/forge_env.py, scripts/scaffold_connector.py, …), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

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.

skills/forge-connector/SKILL.md · 1,069 lines

How it starts

The opening of the file, as written. The whole thing — 1,069 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Forge Connector

Builds a graph:connector Forge app that ingests external data into Atlassian's Teamwork Graph so it appears in Rovo Search and Rovo Chat.

Critical Rules

  1. Must install in Jira — Apps using Teamwork Graph modules must be installed on a Jira site. Confluence-only installs will not work.
  2. Never ask for credentials in chat — Direct users to run forge login in their own terminal.
  3. Always run the scaffold script yourself — Do not only give manual instructions; run scripts/scaffold_connector.py to generate the boilerplate.
  4. Always ask the user for their Atlassian site URL when install is needed — never discover or guess it.
  5. Atlassian deletes data on disconnect — When action = 'DELETED', the app only needs to clean up local state; Atlassian removes the Teamwork Graph data automatically.
  6. Handler arguments are passed directly — Forge passes the request object as the first argument to handlers, NOT nested under event.payload. Config values are at request.configProperties, NOT event.payload.config. This is the most common source of TypeError: Cannot destructure property of undefined errors.
  7. Use @forge/kvs for storage — Import kvs from @forge/kvs. Do NOT use @forge/storage — its storage export is undefined at runtime in connector functions.
  8. Use graph named export from @forge/teamwork-graph — The correct import is const { graph } = require('@forge/teamwork-graph'). Call graph.setObjects({ objects, connectionId }). Do NOT import setObjects as a named export directly.
  9. validateConnectionHandler must return { success, message } — Do NOT throw an Error. Return { success: false, message: '...' } to reject, { success: true } to accept.
  10. function declarations belong under modules — In manifest.yml, function: is a key under modules:, not a top-level key. Placing it at the top level causes a lint error.
  11. formConfiguration uses form array with type: header — Do NOT use fields: or beforeYouBegin:. The correct format uses form: [{ key, type: header, title, description, properties: [...] }].
  12. Scopes are read/write/delete:object:jira — Use read:object:jira, write:object:jira, delete:object:jira. The scopes read:graph:teamwork and write:graph:teamwork are invalid and will fail forge lint.
  13. Set ATL_FORGE_ATTRIBUTION_SKILL_NAME=forge-connector on forge commands run for this skill — prefix forge invocations with this env var: ones you run in the shell (e.g. forge lint, forge logs, forge deploy) and the interactive forge create command you hand the user as a fallback. The bundled scripts set it automatically; other commands shown in this skill omit it for brevity — add it when you run them. The only exclusions are forge login and forge tunnel (user-run auth / live-dev commands).
  14. Never ignore setObjects / setUsers / setGroups responses — Do NOT treat ingestion calls as fire-and-forget. Always check both response.success and response.results?.rejected. A call can partially fail: some objects are rejected while others are accepted, and response.success can be true even when rejected.length > 0.
  15. Keep access control IDs consistent — When using USER or GROUP principals in permissions, the id value must exactly match the externalId used in the corresponding graph.setUsers() / graph.setGroups() call. Mismatched IDs (e.g. user-42 vs accountId:user-42) silently make objects invisible to users who should have access.
  16. Use orchestration for refresh scheduling — When the user wants periodic re-ingestion, use graph.scheduleOrUpdateTask + a taskRunner handler (the platform-managed approach) instead of a scheduledTrigger. Orchestration handles cadence, retry, and fan-out natively. Only fall back to scheduledTrigger if the user explicitly needs a lightweight cron-style trigger without platform task tracking.
  17. taskId must be a valid UUID — Both scheduleOrUpdateTask and scheduleChildTask require task.taskId to be a UUID string. Use uuid() (v4) for root tasks and uuidv5('<scanId>:<parentTaskId>:<itemId>', APP_NAMESPACE) for child tasks. Persist root task IDs in KVS so re-running onConnectionChange reuses the same ID (making it an update, not a competing schedule).
  18. Write TaskInfo to KVS before scheduling; never delete it on completion — Always write the TaskInfo record to KVS keyed by taskId before calling scheduleOrUpdateTask or scheduleChildTask. On success, set completed: true on the record — do NOT delete it. Deleting causes duplicate deliveries to report ENTITY_NOT_FOUND and overwrite the earlier success.
  19. Branch on response.error for orchestration responsesscheduleOrUpdateTask and scheduleChildTask return { status: 'ACCEPTED' } on success, not { success: true }. Check if (response.error) to detect failures — do NOT check if (!response.success).

Read the full file on GitHub · 1,069 lines

Files

What ships with it

7 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.

  1. 9d ago First seen · 1,069 lines · 121 tokens per session scan A a9b1289f899d

Subscribe to this mod's changes

forge-connector is a skill published in the GitHub repository atlassian/forge-skills (22 stars, last pushed yesterday), licensed Apache-2.0. It adds 121 tokens to every session and 12,016 once invoked, about $0.0006 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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