interop

interop is a skill for Claude Code from Jamie-BitFlight/claude_skills. It costs 60 tokens per session (2,368 once invoked), scanned A, original, MIT.

A bridge between a Superpowers plan file and a backlog workflow. It sends the plan through the backlog pipeline and adds links and task notes back to the original file.

In plain words
What is it for?
Use it to turn a plan file into a linked backlog item and SAM task plan.
Why use it?
It keeps the plan and the tracked backlog work connected, reducing duplicate planning and lost references.

Skill for Claude Code

Written for Claude Code: $ARGUMENTS substitution.

Part of the dh plugin — 70 skills, 29 agents shipped together

Good fit Use it to turn a plan file into a linked backlog item and SAM task plan.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/jamie-bitflight/claude_skills/interop
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 Jamie-BitFlight/claude_skills --skill interop
Clone the repo
git clone --depth 1 https://github.com/Jamie-BitFlight/claude_skills

Made for: Claude Code.

Or install dh, the plugin that ships this one along with the rest of its 70 skills, 29 agents.

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 interop

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

Your own site · 80×15
<a href="https://agentmods.dev/skills/jamie-bitflight/claude_skills/interop"><img src="https://agentmods.dev/badge/skills/jamie-bitflight/claude_skills/interop.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 60 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,368 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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00060 $0.02368
Opus 5.5 $0.00024 $0.00947
Sonnet 5.5 $0.00012 $0.00474
Haiku 4.5 $0.00006 $0.00237

Measured 1mo ago against content hash 9cf31d1b02f9, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

interop 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 1mo ago.

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.

plugins/development-harness/skills/interop/SKILL.md · 227 lines

How it starts

The opening of the file, as written. The whole thing — 227 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Load dh:dh-cli-usage before using <sam_cli/> or <dh_scripts/>.

/dh:interop — Superpowers Plan Interop Adapter

Routes a Superpowers plan file through the /work-backlog-item pipeline to produce a SAM task plan, then writes back-references into the original plan. Does not re-implement any pipeline logic — delegates entirely to /work-backlog-item.

The plan file path is provided as $ARGUMENTS.

Invocation: /dh:interop <path-to-plan-file>


Step 1 — Validate the argument

If $ARGUMENTS is empty, abort immediately:

ERROR: `/dh:interop` requires a path to a Superpowers plan file.
Usage: `/dh:interop docs/superpowers/plans/YYYY-MM-DD-slug.md`

Use the Read tool to open the file at the path given in $ARGUMENTS. If the file does not exist or cannot be read, abort:

ERROR: Cannot read plan file: {path}

Make no changes to the file or backlog before this check passes.


Step 2 — Extract fields from the plan file

Extract the following fields by exact pattern match against the raw file text. No inference.

flowchart TD
    Read([Raw file text in memory]) --> ExtractTitle[Extract Title<br>Pattern: first line matching ^# .+]
    ExtractTitle --> HasTitle{Title found?}
    HasTitle -->|No| AbortTitle["ABORT: Missing required field<br>ERROR: Plan file has no # heading — title is required"]
    HasTitle -->|Yes| ExtractGoal[Extract Goal<br>Pattern: line matching ^\*\*Goal:\*\*\s*.+]
    ExtractGoal --> HasGoal{Goal found?}
    HasGoal -->|No| AbortGoal["ABORT: Missing required field<br>ERROR: Plan file has no **Goal:** field — goal is required"]
    HasGoal -->|Yes| ExtractSpec[Extract Spec<br>Pattern: line matching ^\*\*Spec:\*\*\s*.+]
    ExtractSpec --> HasSpec{Spec found?}
    HasSpec -->|No| WarnSpec["Log warning: no **Spec:** field found — continuing"]
    HasSpec -->|Yes| SpecOK[Spec captured]
    WarnSpec --> ExtractBacklog
    SpecOK --> ExtractBacklog[Extract Backlog item<br>Pattern: line matching ^\*\*Backlog item:\*\*\s*#\d+]
    ExtractBacklog --> HasBacklog{Backlog item found?}
    HasBacklog -->|Yes — integer N captured| ExtractChunks
    HasBacklog -->|No| CreateBacklog[Step 3 — create backlog item]
    CreateBacklog --> ExtractChunks
    ExtractChunks[Extract Chunks<br>Pattern: all lines matching ^## Chunk \d+: .+] --> HasChunks{At least one chunk found?}
    HasChunks -->|No| WarnChunks["Log warning: no ## Chunk N: headings found<br>Chunk annotation step will be skipped"]
    HasChunks -->|Yes| ChunksOK[All chunk numbers and names captured]
    WarnChunks --> Proceed([Proceed to Step 3])
    ChunksOK --> Proceed

Read the full file on GitHub · 227 lines

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. 1mo ago Changed · +2 lines 9cf31d1b02f9
  2. 1mo ago First seen · 225 lines · 60 tokens per session scan A da3b725661b7

Subscribe to this mod's changes

interop is a skill published in the GitHub repository Jamie-BitFlight/claude_skills (67 stars, last pushed 4d ago), licensed MIT. It adds 60 tokens to every session and 2,368 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 2026-09-03.

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