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duolahypercho/fusion-fable
Fuse two frontier models into one Fable-tier answer: Opus 4.8 drafts, a second model (Opus 4.8 or GPT-5.5 via codex) checks, Opus fuses. A Claude Code skill.
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skills/fusion-plan/SKILL.md
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git clone --filter=blob:none --no-checkout https://github.com/duolahypercho/fusion-fable.git .hotskills/duolahypercho-fusion-fable && git -C .hotskills/duolahypercho-fusion-fable checkout --detach a07a62e0cdd75b5b67289411d2c0d648ccf24316
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Individual skills in this repository
- fusion
skills/fusion - fusion-plan
skills/fusion-plan
How it works
fusion
When your agent uses it
Answer a hard question by fanning it out to a PANEL of models running in parallel — each answering independently with web search and bash, none seeing the others' work — then having Opus 4.8 judge every response into a structured analysis (consensus, contradictions, partial coverage, unique insights, blind spots) and write a final answer grounded in it. The panel is two independent Opus 4.8 runs (slug opus4.8-4.8), Opus 4.8 + GPT-5.5 via codex (opus4.8-gpt5.5), Opus 4.8 + Gemini 3.1 Pro via agy (opus4.8-gemini3.1pro), or all three (opus4.8-gpt5.5-gemini3.1pro). Opus always judges and writes the final answer — the pipeline can't be reversed. Runs on local CLI subscriptions (no metered API), and saves a timestamped provenance .md per run. Use this whenever the user asks to "run it through Fusion", says /fusion, wants a multi-model / panel / ensemble answer, wants a question cross-checked across models, or wants a higher-confidence answer with consensus and blind spots surfaced — even if they don't say "fusion". General-purpose: any topic (research, law, strategy, technical, personal). Best for high-stakes research, design calls, and debugging where being confidently wrong is expensive.
What it loads into context
Frontmatter
333 tokensAlways available to the agent
SKILL.md
2,995 tokensWhen the skill is activated
Reference documents
2,095 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Step 0 — Pick the panel
- Step 1 — Preflight (informational, never a gate)
- Step 2 — Fan out, in parallel and blind
- Step 3 — Judge (pick the track that fits the task)
- Step 4 — Final deliverable
- Step 5 — Save provenance
- Step 6 — Present
- Cost & latency note
Scripts executed separately
scripts/_fusion_lib.shscripts/_pty_run.pyscripts/agy_capture.pyscripts/detect_panel.shscripts/preflight.shscripts/run_codex.shscripts/run_gemini.shscripts/save_run.sh
Files
SKILL.mdcore11,613 bytesSKILL.mdcore11,613 bytesSKILL.mdcore11,613 bytesSKILL.mdcore11,613 bytesSKILL.mdcore11,613 bytesSKILL.mdcore11,613 bytesSKILL.mdcore11,613 bytesSKILL.mdcore11,613 bytesSKILL.mdcore11,613 bytesSKILL.mdcore11,613 bytesSKILL.mdcore11,613 bytesSKILL.mdcore11,613 bytesreferences/judge_rubric.mddoc6,550 bytesreferences/panel.mddoc2,628 bytesscripts/_fusion_lib.shruns1,474 bytesscripts/_pty_run.pyruns2,179 bytesscripts/agy_capture.pyruns4,752 bytesscripts/detect_panel.shruns1,383 bytesscripts/preflight.shruns1,655 bytesscripts/run_codex.shruns3,764 bytesscripts/run_gemini.shruns6,516 bytesscripts/save_run.shruns2,457 bytes
Read SKILL.md
# Fusion
Fusion turns one prompt into a panel. The question goes to several models **at the same time**, each
answering independently — with web search and bash, and with no knowledge of the others. Then Opus 4.8
(this very session — the orchestrator) reads every answer, extracts the structure of the panel's reasoning
(what they agree on, where they conflict, what only one saw, what they all missed), and writes a final
answer grounded in that analysis.
The whole mechanism is **independence, then synthesis**. The diversity that makes a panel beat a single
model is harvested, not manufactured: running the same prompt independently yields different reasoning
paths, tool calls, and sources. So there are **no assigned "lenses" or personas** — every panelist gets the
user's task **verbatim** and answers it straight. (See `references/panel.md`.)
**One hard rule: Opus 4.8 always judges and writes the final answer — the pipeline can't be reversed.** TheView the complete source on GitHubfusion-plan
When your agent uses it
Produce a high-confidence, CONCISE implementation / architecture / strategy PLAN that follows the OMC plan system end to end. It first runs OMC's real requirements interview (auto-chains the `omc-plan` skill: one question at a time, explore-first, Analyst consult) to produce an initial plan in `.omc/plans/`, then DEEPENS that plan with a 3-round ITERATIVE fusion loop — each round an Opus 4.8 panelist (Agent subagent) and a GPT-5.5 panelist (via codex) critique/improve it IN PARALLEL and BLIND, then Opus 4.8 (the orchestrator) judges and synthesizes one tighter plan that seeds the next round, stopping early on convergence. Writes the final dense plan back to the same `.omc/plans/<slug>.md`, then offers the OMC handoff (`/omc-plan --review` → `/team` or `/ralph`). Use for high-stakes planning, architecture decisions, strategy calls, and hard debugging — especially when the user runs /plan or asks how to approach a non-trivial build. Reuses the `fusion` skill's run_codex.sh + judge rubric. NOT for trivial tasks (single pass is enough).
What it loads into context
Frontmatter
289 tokensAlways available to the agent
SKILL.md
3,010 tokensWhen the skill is activated
Reference documents
0 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Step 0 — Requirements (pick the mode FIRST)
- Step 1 — Preconditions
- Step 2 — The loop, SEEDED from the OMC plan (round R = 1, 2, 3)
- Step 3 — Write the CONCISE final plan back to `.omc/plans/`
- Step 4 — Present, then hand off to the OMC pipeline
- Cost & latency note
Files
SKILL.mdcore11,702 bytesSKILL.mdcore11,702 bytesSKILL.mdcore11,702 bytesSKILL.mdcore11,702 bytesSKILL.mdcore11,702 bytesSKILL.mdcore11,702 bytesSKILL.mdcore11,702 bytes
Read SKILL.md
# Fusion-Plan — OMC interview, then a 3-round iterative panel
This skill follows the **OMC plan system**: requirements are gathered by OMC's real interview FIRST, then
the fusion panel deepens the resulting plan, and the output flows back into OMC's review → execution
pipeline. The fusion panel replaces only the *plan-thinking* step; storage, format, the quality gate, and
execution all stay on OMC's rails.
**Hard rule (same as fusion): Opus 4.8 always judges and synthesizes. You are the judge — stay separate
from the panelists.** The Opus panelist is always a *spawned subagent*, never you.
## Step 0 — Requirements (pick the mode FIRST)
**Decide interactive vs non-interactive before doing anything — this determines whether you may interview.**
View the complete source on GitHubSkills included
- fusion
- fusion-plan
Repository facts
- License
- MIT
- Created
- Jun 13, 2026
- Last pushed
- Jul 20, 2026
- Forks
- 72
- Open issues
- 1
- Project activity
- Slowing
Before you install
Local scriptsAutomated signals, not a guarantee
Checked Nov 7, 2026
Not fully analyzed: some files were too long, unreadable or missing. This never lowers the level.
Show 17 notes
skills/fusion/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/fusion/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/fusion/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/fusion/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/fusion/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/fusion/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/fusion/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/fusion/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/fusion/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/fusion/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/fusion/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/fusion-plan/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/fusion-plan/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/fusion-plan/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/fusion-plan/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/fusion-plan/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/fusion-plan/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzed
- No broad tool permissions
- 3 dangerous shell commandsin 2 files: fusion/scripts/run_codex.sh:46 fusion/scripts/run_gemini.sh:46
- No network access
- No hidden or obfuscated text
- 4 instruction override signalsin 2 files: fusion/scripts/agy_capture.py:92 fusion/scripts/run_gemini.sh:50
- 8 executable scriptsin 8 files: fusion/scripts/_fusion_lib.sh:1 fusion/scripts/_pty_run.py:1 fusion/scripts/agy_capture.py:1 and 5 more
- 5 references to secretsin 3 files: fusion/scripts/agy_capture.py:43 fusion/SKILL.md:94 fusion/scripts/run_codex.sh:16
- No requests to vote in Hot
Show all 20 signals by file
skills/fusion/SKILL.md
- Access to secretsline 94
[Credential-related source omitted]
skills/fusion/scripts/_fusion_lib.sh
- Executable scriptline 1
#!/usr/bin/env bash
skills/fusion/scripts/_pty_run.py
- Executable scriptline 1
#!/usr/bin/env python3
skills/fusion/scripts/agy_capture.py
- Executable scriptline 1
#!/usr/bin/env python3 - Access to secretsline 43
[Credential-related source omitted] - Access to secretsline 44
[Credential-related source omitted] - Instruction override signalline 92
ws = tempfile.mkdtemp(prefix="fusion_agy_") cmd = [str(AGY), "-p", prompt, "--dangerously-skip-permissions", - Instruction override signalline 93
cmd = [str(AGY), "-p", prompt, "--dangerously-skip-permissions", "--print-timeout", f"{int(POLL_SECONDS)}s"] - Instruction override signalline 94
"--dangerously-skip-permissions", - Access to secretsline 96
[Credential-related source omitted]
skills/fusion/scripts/detect_panel.sh
- Executable scriptline 1
#!/usr/bin/env bash
skills/fusion/scripts/preflight.sh
- Executable scriptline 1
#!/usr/bin/env bash
skills/fusion/scripts/run_codex.sh
skills/fusion/scripts/run_gemini.sh
skills/fusion/scripts/save_run.sh
- Executable scriptline 1
#!/usr/bin/env bash
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.
Signal confidence: 20 facts
- Access to secrets in prose of the SKILL.mdfusion/SKILL.md:94Low confidence
- Executable script in code of a file that runsfusion/scripts/_fusion_lib.sh:1High confidence
- Executable script in code of a file that runsfusion/scripts/_pty_run.py:1High confidence
- Executable script in code of a file that runsfusion/scripts/agy_capture.py:1High confidence
- Access to secrets in code of a file that runs: a variable, placeholder or call, not a stored valuefusion/scripts/agy_capture.py:43Low confidence
- Access to secrets in code of a file that runs: a variable, placeholder or call, not a stored valuefusion/scripts/agy_capture.py:44Low confidence
- Instruction override signal in code of a file that runsfusion/scripts/agy_capture.py:92Low confidence
- Instruction override signal in code of a file that runsfusion/scripts/agy_capture.py:93Low confidence
- Instruction override signal in code of a file that runsfusion/scripts/agy_capture.py:94Low confidence
- Access to secrets in code of a file that runs: a variable, placeholder or call, not a stored valuefusion/scripts/agy_capture.py:96Low confidence
- Executable script in code of a file that runsfusion/scripts/detect_panel.sh:1High confidence
- Executable script in code of a file that runsfusion/scripts/preflight.sh:1High confidence
- Executable script in code of a file that runsfusion/scripts/run_codex.sh:1High confidence
- Access to secrets in a comment of a file that runsfusion/scripts/run_codex.sh:16Low confidence
- Dangerous shell operation in code of a file that runsfusion/scripts/run_codex.sh:46High confidence
- Dangerous shell operation in code of a file that runsfusion/scripts/run_codex.sh:49High confidence
- Executable script in code of a file that runsfusion/scripts/run_gemini.sh:1High confidence
- Dangerous shell operation in code of a file that runsfusion/scripts/run_gemini.sh:46High confidence
- Instruction override signal in code of a file that runsfusion/scripts/run_gemini.sh:50Low confidence
- Executable script in code of a file that runsfusion/scripts/save_run.sh:1High confidence
Works with
| Agent | Status | Evidence | Install to |
|---|---|---|---|
| Claude Code | Native | Path CLAUDE.md | .claude/skills/<skill-name>/ |
| Codex | Compatible | Standard SKILL.md skills/fusion/SKILL.md | .agents/skills/<skill-name>/ |
| Cursor | Compatible | Standard SKILL.md skills/fusion/SKILL.md | .cursor/skills/<skill-name>/ |
| Gemini CLI | Compatible | Standard SKILL.md skills/fusion/SKILL.md | .gemini/skills/<skill-name>/ |
| GitHub Copilot | Compatible | Standard SKILL.md skills/fusion/SKILL.md | .github/skills/<skill-name>/ |
| OpenCode | Compatible | Standard SKILL.md skills/fusion/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.