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2026-02-01 02:05:03 -08:00
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@@ -141,7 +141,7 @@ These items need to be addressed ASAP:
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## 2. Self-Reflection & Course Correction 🔄
## 3. Self-Reflection & Course Correction 🔄
**Problem:** Current retry logic handles malformed outputs but not semantic failures. Agent doesn't reason about *why* something failed.
@@ -166,7 +166,7 @@ These items need to be addressed ASAP:
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## 3. Tool Composition & Learning 🔧
## 4. Tool Composition & Learning 🔧
**Problem:** Tools are atomic. Complex tasks require repeated manual orchestration of the same tool sequences.
@@ -197,7 +197,7 @@ These items need to be addressed ASAP:
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## 4. Dynamic Skills Expansion 📚
## 5. Dynamic Skills Expansion 📚
**Problem:** Skills system is elegant but static. Skills must be manually created and added.
@@ -226,7 +226,7 @@ These items need to be addressed ASAP:
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## 5. Task Continuation Hints 🎯
## 6. Task Continuation Hints 🎯
**Problem:** Could be more helpful by suggesting logical next steps.
@@ -240,7 +240,7 @@ These items need to be addressed ASAP:
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## 6. Interactive Clarifying Questions Tool ❓
## 7. Interactive Clarifying Questions Tool ❓
**Problem:** Agent sometimes makes assumptions or guesses when it should ask the user. Currently can only ask via text, which gets lost in long outputs.
@@ -276,23 +276,6 @@ These items need to be addressed ASAP:
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## 7. Uncertainty & Honesty Calibration 🎚️
**Problem:** Sometimes confidently wrong. Should be better calibrated about what I know vs. don't know.
**Ideas:**
- [ ] **Source attribution** - Track where information came from:
- "According to the docs I just fetched..." vs "From my training data (may be outdated)..."
- Let user assess reliability themselves
- [ ] **Cross-reference high-stakes claims** - Self-check for made-up details:
- When stakes are high, verify with tools before presenting as fact
- "Let me verify that before you act on it..."
**Files to modify:** `run_agent.py`, response generation logic
---
## 8. Resource Awareness & Efficiency 💰
**Problem:** No awareness of costs, time, or resource usage. Could be smarter about efficiency.