Observe
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QuantumAgent — Inspect the live superposition of running cosmos agents. Read insights, detect resonance (agreement), uncertainty (divergence), tunneling, and condensate signals across all cosmos namespaces.
SKILL.md
9.5 KB, as published. Nobody here has run it
cosmos:observe
Show the current superposition snapshot: all cosmos insights, resonance signals, and uncertainty map. Uses Claude's semantic judgment — no vector database needed.
Trigger
/cosmos observe
Also called automatically after /cosmos spawn completes.
Execution Steps
Step 1 — Detect repo root
git rev-parse --show-toplevel
Store as <repo_root>.
Step 2 — Read macro-scale context (optional)
Project Spin — read if exists:
[ -f <repo_root>/.quantum/project/spin.json ] && cat <repo_root>/.quantum/project/spin.json
Capture: name, type, description, immutable_constraints.
Active Singularities — read if exists:
[ -f <repo_root>/.quantum/singularities/events.jsonl ] && cat <repo_root>/.quantum/singularities/events.jsonl
Parse each line. The most recent singularity (by ts) defines the current era. Earlier singularities are historical context.
If neither exists: skip silently. Continue to insight reading.
Code-scale findings (v4.0+) — read if exists:
[ -f <repo_root>/.quantum/code/findings.jsonl ] && cat <repo_root>/.quantum/code/findings.jsonl
Parse each line. Schemas vary by type field:
code-tunnel— type-system bypass at (file, line)code-decoherence— untested source filecode-superposition— feature flag / A/B branchcode-jump— high recent git churn
Take the most recent scan's findings (group by closest timestamp cluster, or just the latest 200 lines if many). Earlier scans are historical.
If file doesn't exist: skip silently. Continue to insight reading.
Step 2.5 — Read all insights
Read every file matching <repo_root>/.quantum/*/insights.jsonl.
Parse each line as JSON. Current schema (preferred):
{"type": "<type>", "content": "<text>", "ts": "<timestamp>"}
Legacy compatibility:
- If
typeis missing → treat as"discovery" - If
contentstarts with[TUNNEL]→ treat astype: "tunnel" - If
contentstarts with[JUMP]→ treat astype: "jump"
Build a map: cosmos_id → [insights sorted by ts]. Also build a secondary
index type → [insights] for grouped reporting in Step 4.
If .quantum/ is empty or missing, output:
(no cosmos active — run /cosmos spawn first)
Step 3 — Output superposition snapshot
For each cosmos (sorted alphabetically), output:
🌌 cosmos:<name> (<N> insights) — <strategy>
└ <most recent insight, truncated to 120 chars>
└ <second most recent insight, truncated to 120 chars>
Step 4 — Detect Resonance and Uncertainty
Using all insights from Step 2, perform two analyses:
Resonance — decisions where 2+ cosmos independently reached the same conclusion. These are answers you can trust regardless of which strategy you pick.
- List each resonant decision as one line
- Note how many cosmos converged on it
Uncertainty — decisions where cosmos reached genuinely different conclusions. These are real tradeoffs with no universal answer. The developer must choose.
- List each uncertain decision as one line
- Briefly name what each cosmos chose
Decoherence — if a cosmos appears to have abandoned its core strategy and simply copied another cosmos, flag it. Healthy entanglement is influence, not wholesale adoption.
Degeneracy — if two or more cosmos with different strategies arrived at functionally identical implementations (same library, same algorithm, same concrete design), that is Degeneracy: the problem had a single natural solution regardless of approach. Flag this separately from Resonance (which is about conclusions, not implementations being identical).
Tunneling — collect all insights with type: "tunnel" (or legacy
[TUNNEL] content prefix). These are solutions that bypassed assumed
constraints. List each one.
Quantum Jump — collect all insights with type: "jump" (or legacy
[JUMP] content prefix). These are discontinuous architectural leaps
triggered by a single entanglement read. List each one with the cosmos
it came from.
Blockers — collect all type: "blocker" insights still unresolved
(no later type: "decision" or type: "discovery" from the same cosmos
that addresses them). Surface these — they need developer attention.
Live entanglement audit (v1.3) — for runs using --entanglement strict,
verify the heartbeat protocol:
- Collect all
type: "heartbeat"entries across cosmos. Each hasstep,ts, source cosmos. - Collect all
type: "heartbeat-ack"entries. Each hasrefs: ["<cosmos>@<ts>", ...]citing the heartbeats it acknowledges. - For each heartbeat
Hfrom cosmosCat timeT:- For every OTHER active cosmos
C', check ifC'has emitted anyheartbeat-ackwhoserefsincludesC@T(or a laterT'fromC). - If not →
His unacknowledged byC'→ broken entanglement.
- For every OTHER active cosmos
- Compute entanglement quality:
total_heartbeats×(N - 1)= expected ACK count (each heartbeat needs ACK from every other cosmos)actual_acks= total heartbeat-ack count- ratio = actual / expected
- High if ratio ≥ 0.8, Medium if 0.4 ≤ ratio < 0.8, Low if < 0.4
- List broken channels:
<cosmos_C> → <cosmos_C'>: <count> unacknowledged heartbeat(s).
For non-strict runs (none/passive/active), heartbeat audit is skipped. Optionally, for any run, scan insight content and read_from fields for cross-cosmos references to compute an informal entanglement signal (count of insights citing other cosmos / total insights).
Step 5 — Output quantum map
Macro context block (only if Step 2 loaded any):
🌍 Project Spin — <name> (<type>)
<description>
Immutable constraints:
• <constraint 1>
• <constraint 2>
☄️ Active Singularities — <count> event(s):
<ts> <name>: <description>
Invalidates: <invalidates>
<ts> <name>: <description>
Invalidates: <invalidates>
Current era: post-<most-recent-singularity-name> (since <ts>)
Code-scale block (v4.0, only if .quantum/code/findings.jsonl had any):
⚛️ Code-scale findings (last scan):
Tunnels: <N> type-system bypasses
Decoherence: <N> source files without tests
Superposition: <N> feature flags / A/B branches
Jumps: <N> high-churn files (if --git-churn-threshold was used)
Top tunnel hotspots (file:line — subtype):
<file>:<line> <subtype> "<evidence>"
<file>:<line> <subtype> "<evidence>"
Top decoherent files:
<file> (no test found)
Cross-scale signal: (only if cosmos modified these files)
cosmos:<name> touched <file> which has code-tunnel — review at next crystallize
Then the standard quantum map:
⚡ Resonance — trust these (all strategies converged):
"<decision>" — N cosmos independently concluded this
"<decision>" — N cosmos independently concluded this
🌀 Uncertainty — your call (strategies diverged):
"<decision>" — alpha: <choice A> | beta: <choice B> | gamma: <choice C>
"<decision>" — alpha: <choice A> | beta/gamma: <choice B>
♊ Degeneracy: (only if applicable)
cosmos:<nameA> and cosmos:<nameB> reached identical implementations despite different
strategies — the problem has a single natural solution
⚛️ Quantum Tunneling: (only if [TUNNEL]-tagged insights exist)
cosmos:<name>: "<insight content>"
⚡ Quantum Jump: (only if [JUMP]-tagged insights exist)
cosmos:<name>: "<insight content>"
⚠️ Decoherence detected: (only if applicable)
cosmos:<name> appears to have lost its <strategy> identity — review its insights
🔗 Live entanglement quality: <High | Medium | Low> (v1.3+, when applicable)
Strict runs: <actual>/<expected> heartbeat ACKs (<ratio>%)
Broken channels: (only if any)
• cosmos:<C> → cosmos:<C'>: <N> unacknowledged heartbeat(s)
Non-strict runs: <X>/<total> insights reference other cosmos (informal signal)
Bose-Einstein Condensate check: Fires only when ALL three conditions hold:
- ≥3 distinct decisions are detected in the Resonance map
- Zero Uncertainty items
- All active cosmos participated in every resonance (no cosmos sat out a decision)
If all three hold, append:
🌡️ Bose-Einstein Condensate: complete convergence across all decisions.
The goal was deterministic — any strategy would have found the same answer.
Footer (always):
🔬 Non-destructive observation — superposition intact.
Run /cosmos crystallize <id> to collapse a cosmos into a definite result.
If no resonance detected:
⚡ Resonance:
(none yet — cosmos may still be in early stages)
Output philosophy
- Resonance = the quantum signal that this answer is robust. Multiple independent paths found it. Ship with confidence.
- Uncertainty = the Heisenberg limit of this problem. You cannot optimize all dimensions simultaneously. Make a conscious choice.
- Degeneracy = same implementation from different strategies. The problem itself points to one answer — strategy choice was irrelevant.
- Decoherence = a cosmos that lost coherence. Its insights may still be valuable but its strategy is no longer a true independent sample.
- Tunneling / Jump = non-obvious breakthroughs. Worth examining even if you don't crystallize that cosmos.