#718 by GitHub stars

Runfusion/Fusion

Your Software Factory - build faster and better with multi node agents that work 24/7

History

Review weekly changes to SKILL.md before updating. Dates mark the weeks in which we observed each version; checks apply to the recorded commits.

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packages/cli/skill/computer-use/SKILL.md

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packages/cli/skill/fusion/SKILL.md

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plugins/fusion-plugin-compound-engineering/src/skills/ce-brainstorm/SKILL.md

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plugins/fusion-plugin-compound-engineering/src/skills/ce-code-review/SKILL.md

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plugins/fusion-plugin-compound-engineering/src/skills/ce-commit/SKILL.md

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plugins/fusion-plugin-compound-engineering/src/skills/ce-commit-push-pr/SKILL.md

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plugins/fusion-plugin-compound-engineering/src/skills/ce-compound/SKILL.md

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plugins/fusion-plugin-compound-engineering/src/skills/ce-debug/SKILL.md

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plugins/fusion-plugin-compound-engineering/src/skills/ce-doc-review/SKILL.md

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plugins/fusion-plugin-compound-engineering/src/skills/ce-ideate/SKILL.md

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plugins/fusion-plugin-compound-engineering/src/skills/ce-plan/SKILL.md

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plugins/fusion-plugin-compound-engineering/src/skills/ce-resolve-pr-feedback/SKILL.md

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plugins/fusion-plugin-compound-engineering/src/skills/ce-strategy/SKILL.md

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plugins/fusion-plugin-compound-engineering/src/skills/ce-work/SKILL.md

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View on GitHubAdd to my skills

Verified commit eb7eef49d5a0fe3e84e99be30e8ed9622a694e35

git clone --filter=blob:none --no-checkout https://github.com/Runfusion/Fusion.git .hotskills/runfusion-fusion && git -C .hotskills/runfusion-fusion checkout --detach eb7eef49d5a0fe3e84e99be30e8ed9622a694e35 # Copy each selected skill directory from .hotskills/runfusion-fusion into .claude/skills/<skill-name>/
git clone --filter=blob:none --no-checkout https://github.com/Runfusion/Fusion.git .hotskills/runfusion-fusion && git -C .hotskills/runfusion-fusion checkout --detach eb7eef49d5a0fe3e84e99be30e8ed9622a694e35 # Copy each selected skill directory from .hotskills/runfusion-fusion into .agents/skills/<skill-name>/
1.3kGitHub stars
10stars in 7 days
14skills in this repository
50commits in 30 days

Heat

6.2
  • Star growth, last 7 daysAhead of 79% of tracked repositories
  • Star growth, last 24 hoursAhead of 89% of tracked repositories
  • Rank movement, last 7 daysAhead of 25% of tracked repositories
  • Commits, last 30 daysAhead of 90% of tracked repositories
  • Accounts asking about it through MCP, last 7 daysNot available
  • Hot votes this weekAhead of 0% of tracked repositories

Heat never changes the order by stars, and sponsorship never touches it. How heat works

Stars over time

Aug 2, 2026Nov 6, 20261,315

Individual skills in this repository

  • computer-use packages/cli/skill/computer-use
  • fusion packages/cli/skill/fusion
  • ce-brainstorm plugins/fusion-plugin-compound-engineering/src/skills/ce-brainstorm
  • ce-code-review plugins/fusion-plugin-compound-engineering/src/skills/ce-code-review
  • ce-commit plugins/fusion-plugin-compound-engineering/src/skills/ce-commit
  • ce-commit-push-pr plugins/fusion-plugin-compound-engineering/src/skills/ce-commit-push-pr
  • ce-compound plugins/fusion-plugin-compound-engineering/src/skills/ce-compound
  • ce-debug plugins/fusion-plugin-compound-engineering/src/skills/ce-debug
  • ce-doc-review plugins/fusion-plugin-compound-engineering/src/skills/ce-doc-review
  • ce-ideate plugins/fusion-plugin-compound-engineering/src/skills/ce-ideate
  • ce-plan plugins/fusion-plugin-compound-engineering/src/skills/ce-plan
  • ce-resolve-pr-feedback plugins/fusion-plugin-compound-engineering/src/skills/ce-resolve-pr-feedback
  • ce-strategy plugins/fusion-plugin-compound-engineering/src/skills/ce-strategy
  • ce-work plugins/fusion-plugin-compound-engineering/src/skills/ce-work

How it works

computer-use

When your agent uses it

Control a desktop app, click a button in an app window, read what is on screen in an app, automate a GUI, drive a native app, or fill a form in a desktop app.

What it loads into context

Frontmatter

47 tokens

Always available to the agent

SKILL.md

378 tokens

When the skill is activated

Reference documents

0 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

  1. When to engage
  2. Resolve the CLI for this session
  3. Load the full guide before running commands
  4. Keep this stub thin
  5. Older-binary fallback

Files

  • SKILL.mdcore1,751 bytes
Read SKILL.md

<!--
FNXC:ComputerUseSkill 2026-08-11-07:19:
This discovery stub must never gain a computer command or flag list. The binary owns its matching
reference through `fn skills get computer-use`; computer-use-skill.test.ts enforces this boundary.
-->

## When to engage
Use this skill for desktop GUI automation, reading native app state, clicking controls, or filling desktop forms.

## Resolve the CLI for this session
Resolve exactly one executable in this order: an explicitly exported `FUSION_CLI_BIN`, then `fn` on PATH, then the dev-checkout entry point. Reuse that executable for every command in this session. If resolution fails, report the error and stop; do not fall through to a different binary that could target another build.

## Load the full guide before running commands
Using the resolved executable, run `fn skills get computer-use` before any computer command. It prints the complete guide for the exact binary that will execute work.
View the complete source on GitHub

Skills included

  • computer-use
  • fusion
  • ce-brainstorm
  • ce-code-review
  • ce-commit
  • ce-commit-push-pr
  • ce-compound
  • ce-debug
  • ce-doc-review
  • ce-ideate
  • ce-plan
  • ce-resolve-pr-feedback
  • ce-strategy
  • ce-work

Repository facts

License
MIT
Created
Apr 13, 2026
Last pushed
Nov 1, 2026
Forks
175
Open issues
45
Project activity
Active

Rank over the last 12 weeks

Now #718 · best #511 · down 128 in 30 days

  1. #707 on Nov 1
  2. #709 on Nov 2
  3. #714 on Nov 3
  4. #717 on Nov 4
  5. #719 on Nov 5
  6. #718 since Nov 6
79 earlier periods
  1. #519 on Aug 2
  2. #538 on Aug 6
  3. #509 on Aug 8
  4. #512 on Aug 9
  5. #528 on Aug 10
  6. #531 on Aug 11
  7. #530 on Aug 12
  8. #529 on Aug 13
  9. #527 on Aug 14
  10. #511 on Aug 15
  11. #518 on Aug 16
  12. #522 on Aug 17
  13. #540 on Aug 18
  14. #530 on Aug 19
  15. #529 on Aug 20
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  20. #548 on Aug 25
  21. #538 on Aug 26
  22. #550 on Aug 27
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  24. #523 on Aug 30
  25. #548 on Aug 31
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  75. #695 on Oct 25
  76. #701 on Oct 28
  77. #703 on Oct 29
  78. #705 on Oct 30
  79. #706 on Oct 31

Before you install

Network or broad shell

Automated signals, not a guarantee

Checked Nov 3, 2026

Not fully analyzed: some files were too long, unreadable or missing. This never lowers the level.

Show 48 notes
  • plugins/fusion-plugin-compound-engineering/src/skills/ce-brainstorm/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
  • plugins/fusion-plugin-compound-engineering/src/skills/ce-code-review/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
  • plugins/fusion-plugin-compound-engineering/src/skills/ce-code-review/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
  • plugins/fusion-plugin-compound-engineering/src/skills/ce-commit/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
  • plugins/fusion-plugin-compound-engineering/src/skills/ce-commit/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
  • plugins/fusion-plugin-compound-engineering/src/skills/ce-commit/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
  • plugins/fusion-plugin-compound-engineering/src/skills/ce-commit/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
  • plugins/fusion-plugin-compound-engineering/src/skills/ce-commit/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
  • plugins/fusion-plugin-compound-engineering/src/skills/ce-commit-push-pr/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
  • plugins/fusion-plugin-compound-engineering/src/skills/ce-commit-push-pr/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
  • plugins/fusion-plugin-compound-engineering/src/skills/ce-commit-push-pr/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
  • plugins/fusion-plugin-compound-engineering/src/skills/ce-commit-push-pr/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
  • plugins/fusion-plugin-compound-engineering/src/skills/ce-commit-push-pr/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
  • plugins/fusion-plugin-compound-engineering/src/skills/ce-compound/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
  • plugins/fusion-plugin-compound-engineering/src/skills/ce-compound/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
  • plugins/fusion-plugin-compound-engineering/src/skills/ce-compound/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
  • plugins/fusion-plugin-compound-engineering/src/skills/ce-compound/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
  • plugins/fusion-plugin-compound-engineering/src/skills/ce-compound/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
  • plugins/fusion-plugin-compound-engineering/src/skills/ce-compound/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
  • plugins/fusion-plugin-compound-engineering/src/skills/ce-compound/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
Show all 61 signals by file

packages/cli/skill/fusion/references/extension-tools.md

  • Network accessline 245
    | Parameter | Type | Required | Description | |-----------|------|----------|-------------| | `workflow_id` | string | ✓ | The workflow definition ID to fetch (e.g. 'WF-003', or a 'builtin:*' id). Use fn_workflow_list to discover available 
  • Network accessline 247
    | `workflow_id` | string | ✓ | The workflow definition ID to fetch (e.g. 'WF-003', or a 'builtin:*' id). Use fn_workflow_list to discover available IDs. |
  • Network accessline 880
    Lightweight URL fetch (no JS rendering). Use agent-browser skill for JS-heavy pages. URL to fetch (http/https) Optional extraction hint for downstream summarization Timeout in milliseconds (default: 30000) Max bytes to return (default: 5120
  • Network accessline 882
    | Parameter | Type | Required | Description | |-----------|------|----------|-------------| | `url` | string | ✓ | URL to fetch (http/https) |
  • Network accessline 883
    |-----------|------|----------|-------------| | `url` | string | ✓ | URL to fetch (http/https) | | `prompt` | string | — | Optional extraction hint for downstream summarization |
  • Network accessline 884
    | `url` | string | ✓ | URL to fetch (http/https) |

packages/cli/skill/fusion/references/fusion-capabilities.md

  • Network accessline 48
    | `fn_task_import_gitlab_merge_requests` | Agent sessions | Import GitLab project merge requests as Fusion review tasks using configured GitLab HTTP API auth. | | `fn_task_plan` | Agent sessions | Create a task via AI-guided planning mode —
  • Network accessline 49
    | `fn_task_plan` | Agent sessions | Create a task via AI-guided planning mode — interactive conversation to refine your idea into a well-specified task. Pass resumeSessionId to reopen an existing planning session (even one whose task was al
  • Network accessline 50
    | `fn_web_fetch` | Agent sessions | Lightweight URL fetch (no JS rendering). Use agent-browser skill for JS-heavy pages. URL to fetch (http/https) Optional extraction hint for downstream summarization Timeout in milliseconds (default: 30000

plugins/fusion-plugin-compound-engineering/src/skills/ce-brainstorm/references/agents/slack-researcher.md

  • Network accessline 65
    After the first successful search that returns results, extract the workspace identity from the result permalinks. Slack permalinks contain the workspace subdomain (e.g., `https://mycompany.slack.com/archives/...` -> workspace is `mycompany

plugins/fusion-plugin-compound-engineering/src/skills/ce-brainstorm/references/markdown-rendering.md

  • Network accessline 190
    ` ``bash browser-use --cdp-url http://localhost:9222
  • Network accessline 191
    browser-use --cdp-url http://localhost:9222

plugins/fusion-plugin-compound-engineering/src/skills/ce-brainstorm/scripts/visual-probe-server.js

  • Executable scriptline 1
    #!/usr/bin/env node
  • Network accessline 177
    async function checkForVisualProbeUpdate() {     try {       var response = await fetch("/version", { cache: "no-store" });
  • Network accessline 178
    try {       var response = await fetch("/version", { cache: "no-store" });       if (!response.ok) return;
  • Network accessline 179
    var response = await fetch("/version", { cache: "no-store" });
  • Network accessline 344
    host: options.host,       port,       url: `http://${DEFAULT_URL_HOST}:${port}`,
  • Network accessline 345
    port,       url: `http://${DEFAULT_URL_HOST}:${port}`,       screen_dir: options.screensDir,
  • Network accessline 346
    url: `http://${DEFAULT_URL_HOST}:${port}`,

plugins/fusion-plugin-compound-engineering/src/skills/ce-code-review/references/findings-schema.json

  • Network accessline 1
    {   "$schema": "http://json-schema.org/draft-07/schema#",
  • Network accessline 2
    "$schema": "http://json-schema.org/draft-07/schema#",

plugins/fusion-plugin-compound-engineering/src/skills/ce-code-review/references/personas/reliability-reviewer.md

  • Network accessline 17
    **Anchor 100** — the gap is mechanical: a `requests.get(url)` with no `timeout=` keyword, an infinite loop with no break, a catch block with `pass` and no log.

plugins/fusion-plugin-compound-engineering/src/skills/ce-code-review/references/walkthrough.md

  • Network accessline 59
    - ✅ `` Add a `response.ok` check after the fetch and throw on non-2xx. ``     - ✅ `Extract the request-building logic into a helper and call it from both sites.`     - ❌ `` Add `if (!response.ok) throw new Error(`HTTP ${response.status}`);`
  • Network accessline 60
    - ✅ `Extract the request-building logic into a helper and call it from both sites.`     - ❌ `` Add `if (!response.ok) throw new Error(`HTTP ${response.status}`);` after the `await fetch(...)` call, before `response.json()`. `` — nested back
  • Network accessline 61
    - ❌ `` Add `if (!response.ok) throw new Error(`HTTP ${response.status}`);` after the `await fetch(...)` call, before `response.json()`. `` — nested backticks, multiple code spans, full statement quoted; renders broken in terminal.

plugins/fusion-plugin-compound-engineering/src/skills/ce-code-review/scripts/cross-model-adversarial-review.sh

  • Executable scriptline 1
    #!/usr/bin/env bash
  • Dangerous shell operationline 54
    trap 'rm -f "$PROMPT_FILE" "$PEERLOG"' EXIT
  • Dangerous shell operationline 189
    jq -e '.structured_output' "$PEERLOG" > "$OUT" 2>/dev/null        || jq -r '.result // empty' "$PEERLOG" | jq -e '.' > "$OUT" 2>/dev/null        || { log "could not parse Claude output"; rm -f "$OUT"; }
  • Dangerous shell operationline 191
    || { log "could not parse Claude output"; rm -f "$OUT"; }
  • Dangerous shell operationline 205
    if jq --arg r "adversarial-$PEER"         'if (.findings|type)=="array" then {reviewer:$r, findings, residual_risks:(.residual_risks // []), testing_gaps:(.testing_gaps // [])} else empty end'         "$OUT" > "$_norm" 2>/dev/null; then mv 
  • Dangerous shell operationline 207
    "$OUT" > "$_norm" 2>/dev/null; then mv "$_norm" "$OUT"; else rm -f "$_norm"; fi
  • Dangerous shell operationline 216
    rm -f "$OUT"

plugins/fusion-plugin-compound-engineering/src/skills/ce-commit-push-pr/references/pr-description-writing.md

  • Network accessline 103
    [![Compound Engineering](https://img.shields.io/badge/Built_with-Compound_Engineering-6366f1)](https://github.com/EveryInc/compound-engineering-plugin)
  • Network accessline 104
    ![HARNESS](https://img.shields.io/badge/MODEL_SLUG-COLOR?logo=LOGO&logoColor=white)

plugins/fusion-plugin-compound-engineering/src/skills/ce-compound/references/yaml-schema.md

  • Dangerous shell operationline 109
    - `sudo dscacheutil -flushcache` does not restore in-container mDNS
  • Dangerous shell operationline 114
    - "`sudo dscacheutil -flushcache` does not restore in-container mDNS"

plugins/fusion-plugin-compound-engineering/src/skills/ce-compound/scripts/session-history/discover-sessions.sh

  • Executable scriptline 1
    #!/usr/bin/env bash

plugins/fusion-plugin-compound-engineering/src/skills/ce-compound/scripts/session-history/extract-errors.py

  • Executable scriptline 1
    #!/usr/bin/env python3

plugins/fusion-plugin-compound-engineering/src/skills/ce-compound/scripts/session-history/extract-metadata.py

  • Executable scriptline 1
    #!/usr/bin/env python3

plugins/fusion-plugin-compound-engineering/src/skills/ce-compound/scripts/session-history/extract-skeleton.py

  • Executable scriptline 1
    #!/usr/bin/env python3

plugins/fusion-plugin-compound-engineering/src/skills/ce-compound/scripts/validate-frontmatter.py

  • Executable scriptline 1
    #!/usr/bin/env python3

plugins/fusion-plugin-compound-engineering/src/skills/ce-debug/references/investigation-techniques.md

  • Access to secretsline 64
    [Credential-related source omitted]
  • Access to secretsline 65
    [Credential-related source omitted]
  • Access to secretsline 66
    [Credential-related source omitted]
  • Network accessline 276
    # Open the affected page agent-browser open http://localhost:${PORT:-3000}/affected/route
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    agent-browser open http://localhost:${PORT:-3000}/affected/route
  • Network accessline 329
    - DNS resolution: `dig <host>`, `nslookup <host>`, `host <host>` — does the name resolve to what you expect from this host? - Reachability: `curl -v https://host/path` — full headers, redirects, TLS errors
  • Network accessline 330
    - Reachability: `curl -v https://host/path` — full headers, redirects, TLS errors

plugins/fusion-plugin-compound-engineering/src/skills/ce-ideate/references/agents/slack-researcher.md

  • Network accessline 65
    After the first successful search that returns results, extract the workspace identity from the result permalinks. Slack permalinks contain the workspace subdomain (e.g., `https://mycompany.slack.com/archives/...` -> workspace is `mycompany

plugins/fusion-plugin-compound-engineering/src/skills/ce-ideate/references/markdown-rendering.md

  • Network accessline 190
    ` ``bash browser-use --cdp-url http://localhost:9222
  • Network accessline 191
    browser-use --cdp-url http://localhost:9222

plugins/fusion-plugin-compound-engineering/src/skills/ce-plan/references/agents/slack-researcher.md

  • Network accessline 65
    After the first successful search that returns results, extract the workspace identity from the result permalinks. Slack permalinks contain the workspace subdomain (e.g., `https://mycompany.slack.com/archives/...` -> workspace is `mycompany

plugins/fusion-plugin-compound-engineering/src/skills/ce-plan/references/markdown-rendering.md

  • Network accessline 190
    ` ``bash browser-use --cdp-url http://localhost:9222
  • Network accessline 191
    browser-use --cdp-url http://localhost:9222

plugins/fusion-plugin-compound-engineering/src/skills/ce-resolve-pr-feedback/SKILL.md

  • Broad permissionsline 1
    Bash(gh *), Bash(git *), Read

plugins/fusion-plugin-compound-engineering/src/skills/ce-resolve-pr-feedback/references/targeted-mode.md

  • Network accessline 9
    https://github.com/OWNER/REPO/pull/NUMBER#discussion_rCOMMENT_ID

plugins/fusion-plugin-compound-engineering/src/skills/ce-resolve-pr-feedback/scripts/get-pr-comments

  • Executable scriptline 1
    #!/usr/bin/env bash

plugins/fusion-plugin-compound-engineering/src/skills/ce-resolve-pr-feedback/scripts/get-thread-for-comment

  • Executable scriptline 1
    #!/usr/bin/env bash

plugins/fusion-plugin-compound-engineering/src/skills/ce-resolve-pr-feedback/scripts/reply-to-pr-thread

  • Executable scriptline 1
    #!/usr/bin/env bash

plugins/fusion-plugin-compound-engineering/src/skills/ce-resolve-pr-feedback/scripts/resolve-pr-thread

  • Executable scriptline 1
    #!/usr/bin/env bash

scripts/sync-fusion-skill-tools.mjs

  • Executable scriptline 1
    #!/usr/bin/env node

How the signals fit together

Facts from a static read of the files at the pinned commit. They describe what the code does, not why.

Some files could not be read; the facts below still hold.

Signal confidence: 59 facts

and 9 more

Works with

Agent compatibility, from the files in this repository
AgentStatusEvidenceInstall to
Claude CodeNativePath CLAUDE.md.claude/skills/<skill-name>/
CodexNativeManifest AGENTS.md.agents/skills/<skill-name>/
CursorCompatibleStandard SKILL.md packages/cli/skill/computer-use/SKILL.md.cursor/skills/<skill-name>/
Gemini CLICompatibleStandard SKILL.md packages/cli/skill/computer-use/SKILL.md.gemini/skills/<skill-name>/
GitHub CopilotCompatibleStandard SKILL.md packages/cli/skill/computer-use/SKILL.md.github/skills/<skill-name>/
OpenCodeCompatibleStandard SKILL.md packages/cli/skill/computer-use/SKILL.md.opencode/skills/<skill-name>/
  • Native The repository ships a manifest, folder or frontmatter field for this agent.
  • Compatible A standard SKILL.md that this agent can read.
  • Unknown No evidence either way.

Derived automatically from paths, manifests and frontmatter. Not tested on each agent.

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Runfusion/Fusion: #718 on hotskills, 1.3k stars

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