id stringlengths 16 16 | text stringlengths 2 1.2k | session_id stringclasses 18
values | workdir stringclasses 1
value | turn_uuid stringlengths 38 40 | parent_uuid stringlengths 38 40 ⌀ | seq int64 0 289 | ts stringclasses 18
values | role stringclasses 4
values | block_type stringclasses 2
values | tool_name stringclasses 18
values | source_path stringclasses 18
values | block_idx int64 0 2 | split_idx int64 0 49 | vector list | harness stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
9501bb5554c58103 | Claude Code hook context (SessionStart):
<EXTREMELY_IMPORTANT>
You have superpowers.
**Below is the full content of your 'superpowers:using-superpowers' skill - your introduction to using skills. For all other skills, use the 'Skill' tool:**
---
name: using-superpowers
description: Use when starting any conversation ... | 20664aa5-fbac-4a4e-8b6d-9a05bdeb346b | 0000 | 20664aa5-fbac-4a4e-8b6d-9a05bdeb346b-0 | null | 0 | 2026-06-12T18:34:29.077Z | system | text | null | 20664aa5-fbac-4a4e-8b6d-9a05bdeb346b.jsonl | 0 | 0 | [
-0.06295907497406006,
0.004797304980456829,
-0.05961351469159126,
-0.07932312041521072,
-0.01818104274570942,
-0.0029054731130599976,
0.11491376906633377,
-0.013168676756322384,
0.04545414075255394,
0.00018936008564196527,
0.026059594005346298,
0.021848265081644058,
0.02447940967977047,
0.... | claude_code |
75c3220ed2c0f35a | user instructions always take precedence**:
1. **User's explicit instructions** (CLAUDE.md, GEMINI.md, AGENTS.md, direct requests) — highest priority
2. **Superpowers skills** — override default system behavior where they conflict
3. **Default system prompt** — lowest priority
If CLAUDE.md, GEMINI.md, or AGENTS.md sa... | 20664aa5-fbac-4a4e-8b6d-9a05bdeb346b | 0000 | 20664aa5-fbac-4a4e-8b6d-9a05bdeb346b-0 | null | 0 | 2026-06-12T18:34:29.077Z | system | text | null | 20664aa5-fbac-4a4e-8b6d-9a05bdeb346b.jsonl | 0 | 1 | [
-0.04675610363483429,
0.010641423054039478,
-0.0013947347179055214,
-0.07226262986660004,
0.02059207670390606,
0.024999700486660004,
0.09769751876592636,
0.005191144999116659,
0.03723733127117157,
-0.03178122267127037,
0.011535333469510078,
0.021069392561912537,
0.008443369530141354,
0.054... | claude_code |
4089df957eb1bbdb | ivates the full content on demand.
**In other environments:** Check your platform's documentation for how skills are loaded.
## Platform Adaptation
Skills use Claude Code tool names. Non-CC platforms: see `references/copilot-tools.md` (Copilot CLI), `references/codex-tools.md` (Codex) for tool equivalents. Gemini CL... | 20664aa5-fbac-4a4e-8b6d-9a05bdeb346b | 0000 | 20664aa5-fbac-4a4e-8b6d-9a05bdeb346b-0 | null | 0 | 2026-06-12T18:34:29.077Z | system | text | null | 20664aa5-fbac-4a4e-8b6d-9a05bdeb346b.jsonl | 0 | 2 | [
-0.0745094045996666,
-0.011424827389419079,
-0.03818899020552635,
-0.03148948773741722,
-0.01734902523458004,
0.01888887584209442,
0.03916099667549133,
0.00956275500357151,
-0.010020080022513866,
0.02684888429939747,
0.011567812412977219,
-0.028164828196167946,
-0.016053685918450356,
-0.01... | claude_code |
dccbf94b62cf6311 | urpose]'" [shape=box];
"Has checklist?" [shape=diamond];
"Create TodoWrite todo per item" [shape=box];
"Follow skill exactly" [shape=box];
"Respond (including clarifications)" [shape=doublecircle];
"About to EnterPlanMode?" -> "Already brainstormed?";
"Already brainstormed?" -> "Invoke brainsto... | 20664aa5-fbac-4a4e-8b6d-9a05bdeb346b | 0000 | 20664aa5-fbac-4a4e-8b6d-9a05bdeb346b-0 | null | 0 | 2026-06-12T18:34:29.077Z | system | text | null | 20664aa5-fbac-4a4e-8b6d-9a05bdeb346b.jsonl | 0 | 3 | [
-0.07513236999511719,
-0.012591064907610416,
-0.029167545959353447,
-0.017931364476680756,
-0.013968361541628838,
-0.022707680240273476,
0.029100526124238968,
0.012280846945941448,
0.018190352246165276,
0.012444390915334225,
0.04560769349336624,
-0.016615750268101692,
-0.015080956742167473,
... | claude_code |
fc02ea35f67f316a | per item" -> "Follow skill exactly";
}
```
## Red Flags
These thoughts mean STOP—you're rationalizing:
| Thought | Reality |
|---------|---------|
| "This is just a simple question" | Questions are tasks. Check for skills. |
| "I need more context first" | Skill check comes BEFORE clarifying questions. |
| "Let me e... | 20664aa5-fbac-4a4e-8b6d-9a05bdeb346b | 0000 | 20664aa5-fbac-4a4e-8b6d-9a05bdeb346b-0 | null | 0 | 2026-06-12T18:34:29.077Z | system | text | null | 20664aa5-fbac-4a4e-8b6d-9a05bdeb346b.jsonl | 0 | 4 | [
-0.0803162157535553,
0.0017442447133362293,
-0.006774615496397018,
-0.03313198313117027,
0.013334517367184162,
-0.004019272048026323,
0.03989820182323456,
-0.019957957789301872,
0.018430693075060844,
0.0034904496278613806,
0.03318643197417259,
0.00363637856207788,
0.04276035726070404,
0.03... | claude_code |
9fc3e38a72f072de | "I know what that means" | Knowing the concept ≠ using the skill. Invoke it. |
## Skill Priority
When multiple skills could apply, use this order:
1. **Process skills first** (brainstorming, debugging) - these determine HOW to approach the task
2. **Implementation skills second** (frontend-design, mcp-builder) - the... | 20664aa5-fbac-4a4e-8b6d-9a05bdeb346b | 0000 | 20664aa5-fbac-4a4e-8b6d-9a05bdeb346b-0 | null | 0 | 2026-06-12T18:34:29.077Z | system | text | null | 20664aa5-fbac-4a4e-8b6d-9a05bdeb346b.jsonl | 0 | 5 | [
-0.05424689128994942,
-0.026221945881843567,
-0.014560614712536335,
-0.09177157282829285,
0.005000470206141472,
0.012204526923596859,
0.08486931025981903,
-0.007455827202647924,
0.03605955094099045,
-0.03169972822070122,
0.027984192594885826,
-0.022970428690314293,
-0.03280404955148697,
0.... | claude_code |
194fe600cc7d1d49 | hook-ac7a4eab-0388-43da-a2ac-6205c59b3bdc-6-additionalContext.txt
Preview (first 2KB):
# [claude-code-guide] recent context, 2026-06-12 7:33pm GMT+1
**Legend:** session-request | 🔴 bugfix | 🟣 feature | 🔄 refactor | ✅ change | 🔵 discovery | ⚖️ decision
**Column Key**:
- **Read**: Tokens to read this observation (... | 20664aa5-fbac-4a4e-8b6d-9a05bdeb346b | 0000 | 20664aa5-fbac-4a4e-8b6d-9a05bdeb346b-0 | null | 0 | 2026-06-12T18:34:29.077Z | system | text | null | 20664aa5-fbac-4a4e-8b6d-9a05bdeb346b.jsonl | 0 | 6 | [
-0.05812397971749306,
0.0030535785481333733,
0.008184866979718208,
-0.02279452048242092,
0.036391619592905045,
-0.026904476806521416,
0.014923607930541039,
0.02014186605811119,
0.02358226105570793,
0.009027811698615551,
0.029970185831189156,
-0.04208569601178169,
0.000046888722863513976,
0... | claude_code |
f65ebe10a027bcef | ork investment: 205,836 tokens spent on research, building, and decisions
- Your savings: 182,215 tokens (89% reduction from reuse)
### Feb 16, 2026
**#S206** Upgrade vault-miner skill to use elegant, clever solutions with clean technique, smart context management, and intuitive performance for finding the best infor... | 20664aa5-fbac-4a4e-8b6d-9a05bdeb346b | 0000 | 20664aa5-fbac-4a4e-8b6d-9a05bdeb346b-0 | null | 0 | 2026-06-12T18:34:29.077Z | system | text | null | 20664aa5-fbac-4a4e-8b6d-9a05bdeb346b.jsonl | 0 | 7 | [
-0.03759166598320007,
-0.006458817049860954,
-0.02168593741953373,
0.005875525064766407,
0.015382177196443081,
-0.03362966328859329,
-0.021300751715898514,
0.024775084108114243,
-0.024192659184336662,
0.05521228909492493,
0.05855431407690048,
-0.05287093669176102,
0.014972768723964691,
0.0... | claude_code |
7af91dd7e8166bab | we want to make sure that HEADROOM is properly configured to MAXIMIZE PERFORMANCE AND maximize token savings without degrading our performance.
here are some details about it Research complete. Here's the full breakdown of everything cool about Headroom, indexed and ready for follow-up searches.
# 🧠 HEADROOM — Comp... | 20664aa5-fbac-4a4e-8b6d-9a05bdeb346b | 0000 | 20664aa5-fbac-4a4e-8b6d-9a05bdeb346b-1 | 20664aa5-fbac-4a4e-8b6d-9a05bdeb346b-0 | 1 | 2026-06-12T18:34:29.077Z | user | text | null | 20664aa5-fbac-4a4e-8b6d-9a05bdeb346b.jsonl | 0 | 0 | [
-0.04368310421705246,
-0.04735524207353592,
-0.017513640224933624,
-0.011517077684402466,
0.008374780416488647,
-0.037228263914585114,
-0.04640407860279083,
-0.0015512475511059165,
0.010042572394013405,
0.04280431196093559,
0.02216453105211258,
-0.031234508380293846,
0.03099418431520462,
0... | claude_code |
39b384b182a84b98 | eadroom proxy --port 8787` | Any OpenAI-compatible client, any language |
| **Library** | `from headroom import compress` | Inline in Python/TS apps |
| **MCP** | `headroom mcp install` | Exposes `headroom_compress`, `headroom_retrieve`, `headroom_stats` |
---
## 📊 Real Benchmark Numbers (from README)
| Workload | ... | 20664aa5-fbac-4a4e-8b6d-9a05bdeb346b | 0000 | 20664aa5-fbac-4a4e-8b6d-9a05bdeb346b-1 | 20664aa5-fbac-4a4e-8b6d-9a05bdeb346b-0 | 1 | 2026-06-12T18:34:29.077Z | user | text | null | 20664aa5-fbac-4a4e-8b6d-9a05bdeb346b.jsonl | 0 | 1 | [
-0.06400256603956223,
-0.052419647574424744,
-0.015275190584361553,
-0.03711891919374466,
0.040999818593263626,
-0.0356343612074852,
-0.029897266998887062,
-0.01082240603864193,
-0.007504350505769253,
0.05105426162481308,
0.02677997015416622,
-0.04547732695937157,
0.057268138974905014,
0.0... | claude_code |
39234093769741b1 | ``
- **CCR (Compress-Cache-Retrieve):** stores originals locally (SQLite/Redis/in-memory) — **reversible**, LLM can call `headroom_retrieve` on demand
- **CacheAligner:** stabilizes prefixes so provider KV cache actually hits (massive cost saver)
- **Cross-agent memory:** shared store across Claude/Codex/Gemini with au... | 20664aa5-fbac-4a4e-8b6d-9a05bdeb346b | 0000 | 20664aa5-fbac-4a4e-8b6d-9a05bdeb346b-1 | 20664aa5-fbac-4a4e-8b6d-9a05bdeb346b-0 | 1 | 2026-06-12T18:34:29.077Z | user | text | null | 20664aa5-fbac-4a4e-8b6d-9a05bdeb346b.jsonl | 0 | 2 | [
-0.06285800784826279,
-0.007618796546012163,
-0.01080313604325056,
0.03291848674416542,
-0.01498255506157875,
-0.05994725599884987,
-0.014675823040306568,
0.003917719703167677,
0.02349678799510002,
0.007533826399594545,
0.03136758506298065,
-0.010278554633259773,
0.05236304551362991,
0.034... | claude_code |
6d021759493480a4 | after wrap
- **Measure both halves** — token reduction AND retrieval misses (use `headroom_retrieve`/`headroom_stats` via MCP) — per @nguyen_lnp
---
## 🧙 Tips & Tricks (the "cool stuff")
### Creator's own pro-tips
- **@chopra_tejas directly said** (Jun 12): *"For best savings — would like you to turn on rtk as well... | 20664aa5-fbac-4a4e-8b6d-9a05bdeb346b | 0000 | 20664aa5-fbac-4a4e-8b6d-9a05bdeb346b-1 | 20664aa5-fbac-4a4e-8b6d-9a05bdeb346b-0 | 1 | 2026-06-12T18:34:29.077Z | user | text | null | 20664aa5-fbac-4a4e-8b6d-9a05bdeb346b.jsonl | 0 | 3 | [
-0.05150377377867699,
0.00006788811151636764,
0.004695559851825237,
-0.02648266591131687,
-0.014325946569442749,
-0.03489284962415695,
-0.05211923271417618,
0.01919742114841938,
0.02420976758003235,
0.012100239284336567,
0.028623195365071297,
-0.011920804157853127,
0.015946989879012108,
0.... | claude_code |
ac59c3ba38d9fd13 | t memory
headroom wrap claude --code-graph # code-graph feature
headroom wrap copilot --subscription -- --model gpt-4o # Copilot sub mode
```
### ⚠️ Watch-out
- `headroom wrap claude` **sets `ANTHROPIC_BASE_URL`** — this changes MCP load order on startup (@zigenin)
- **Works with Claude subscription plans**, n... | 20664aa5-fbac-4a4e-8b6d-9a05bdeb346b | 0000 | 20664aa5-fbac-4a4e-8b6d-9a05bdeb346b-1 | 20664aa5-fbac-4a4e-8b6d-9a05bdeb346b-0 | 1 | 2026-06-12T18:34:29.077Z | user | text | null | 20664aa5-fbac-4a4e-8b6d-9a05bdeb346b.jsonl | 0 | 4 | [
-0.059275005012750626,
0.0331796370446682,
-0.0263530220836401,
-0.03750726953148842,
0.00388206634670496,
-0.008993975818157196,
-0.05443010851740837,
-0.013750111684203148,
0.019624600186944008,
-0.003697663778439164,
0.06666883081197739,
-0.06866724044084549,
-0.003299993695691228,
0.05... | claude_code |
91ba396fd6cc0ad8 | - **LangChain** → `HeadroomChatModel(your_llm)`
- **Agno** → `HeadroomAgnoModel(your_model)`
- **ASGI** → `app.add_middleware(CompressionMiddleware)`
### 🔥 `headroom learn` (the standout)
Mines your failed agent sessions and **automatically writes fixes into `CLAUDE.md` / `AGENTS.md` / `GEMINI.md`**. Plugin-based, su... | 20664aa5-fbac-4a4e-8b6d-9a05bdeb346b | 0000 | 20664aa5-fbac-4a4e-8b6d-9a05bdeb346b-1 | 20664aa5-fbac-4a4e-8b6d-9a05bdeb346b-0 | 1 | 2026-06-12T18:34:29.077Z | user | text | null | 20664aa5-fbac-4a4e-8b6d-9a05bdeb346b.jsonl | 0 | 5 | [
-0.061609115451574326,
-0.03208399564027786,
-0.03075992502272129,
-0.022656580433249474,
0.01412433385848999,
-0.026677511632442474,
-0.02077258564531803,
-0.002025722758844495,
0.008078644052147865,
-0.009622379206120968,
0.05777851119637489,
-0.03004809282720089,
0.03262575715780258,
0.... | claude_code |
807070bdbacc2fdc | @aaliya_va** (89 ❤️, 8.3k views) — "~50% Claude Code cost reduction"
- **@DailyDoseOfDS_** (1,030 ❤️, 376k views) — 10.4M → 3.7M tokens, $9.21 → $2.81
- **@waveking1314** (Chinese, deep technical breakdown)
- **@meta_alchemist** (412 ❤️, 54k views) — the 10-step ccusage/monitor guide
---
## 📚 Resources
- **Docs:** h... | 20664aa5-fbac-4a4e-8b6d-9a05bdeb346b | 0000 | 20664aa5-fbac-4a4e-8b6d-9a05bdeb346b-1 | 20664aa5-fbac-4a4e-8b6d-9a05bdeb346b-0 | 1 | 2026-06-12T18:34:29.077Z | user | text | null | 20664aa5-fbac-4a4e-8b6d-9a05bdeb346b.jsonl | 0 | 6 | [
-0.08243502676486969,
-0.016266506165266037,
-0.053670696914196014,
0.0007015779847279191,
0.04580375552177429,
-0.05314803868532181,
-0.0028132041916251183,
0.03415431082248688,
0.06512577831745148,
0.033260900527238846,
0.025218019261956215,
-0.035120889544487,
0.022500550374388695,
0.01... | claude_code |
3e9a367e0e493886 | Claude Code deferred tools available through ToolSearch:
- CronCreate
- CronDelete
- CronList
- DesignSync
- EnterPlanMode
- EnterWorktree
- ExitPlanMode
- ExitWorktree
- Monitor
- NotebookEdit
- PushNotification
- RemoteTrigger
- SendMessage
- TaskCreate
- TaskGet
- TaskList
- TaskOutput
- TaskStop
- TaskUpdate
- Team... | 20664aa5-fbac-4a4e-8b6d-9a05bdeb346b | 0000 | 20664aa5-fbac-4a4e-8b6d-9a05bdeb346b-2 | 20664aa5-fbac-4a4e-8b6d-9a05bdeb346b-1 | 2 | 2026-06-12T18:34:29.077Z | system | text | null | 20664aa5-fbac-4a4e-8b6d-9a05bdeb346b.jsonl | 0 | 0 | [
-0.09953335672616959,
-0.0007947392296046019,
-0.030998732894659042,
-0.02656390331685543,
0.005345845129340887,
0.03327665105462074,
0.0008084612782113254,
0.022767838090658188,
0.019043684005737305,
-0.005996433552354574,
0.08251029253005981,
-0.003978397231549025,
0.023872151970863342,
... | claude_code |
a2c8fa0ff7f01c03 | - mcp__notebooklm__mind_map_save
- mcp__notebooklm__notebook_add_drive
- mcp__notebooklm__notebook_add_local_file
- mcp__notebooklm__notebook_add_text
- mcp__notebooklm__notebook_add_url
- mcp__notebooklm__notebook_create
- mcp__notebooklm__notebook_delete
- mcp__notebooklm__notebook_list
- mcp__notebooklm__notebook_qu... | 20664aa5-fbac-4a4e-8b6d-9a05bdeb346b | 0000 | 20664aa5-fbac-4a4e-8b6d-9a05bdeb346b-2 | 20664aa5-fbac-4a4e-8b6d-9a05bdeb346b-1 | 2 | 2026-06-12T18:34:29.077Z | system | text | null | 20664aa5-fbac-4a4e-8b6d-9a05bdeb346b.jsonl | 0 | 1 | [
-0.07357987016439438,
0.014192866161465645,
-0.03038717992603779,
-0.04398662596940994,
0.03464347496628761,
0.02089952863752842,
-0.05684233829379082,
-0.001193256233818829,
0.0780944749712944,
0.015679385513067245,
0.0656777173280716,
-0.028608858585357666,
-0.013638309203088284,
-0.0223... | claude_code |
7dc71343cb38c73a | [tool_use Skill] {"skill":"caveman"} | 20664aa5-fbac-4a4e-8b6d-9a05bdeb346b | 0000 | 20664aa5-fbac-4a4e-8b6d-9a05bdeb346b-3 | 20664aa5-fbac-4a4e-8b6d-9a05bdeb346b-2 | 3 | 2026-06-12T18:34:29.077Z | assistant | tool_use | Skill | 20664aa5-fbac-4a4e-8b6d-9a05bdeb346b.jsonl | 0 | 0 | [
-0.04189717024564743,
-0.0327548049390316,
0.030441483482718468,
-0.014795953407883644,
-0.014887555502355099,
-0.0300131868571043,
0.0688323900103569,
-0.016265884041786194,
0.00615731393918395,
0.011520680040121078,
-0.02035624533891678,
-0.04364674910902977,
0.010334910824894905,
-0.009... | claude_code |
daecccd2fc578862 | Launching skill: caveman | 20664aa5-fbac-4a4e-8b6d-9a05bdeb346b | 0000 | 20664aa5-fbac-4a4e-8b6d-9a05bdeb346b-4 | 20664aa5-fbac-4a4e-8b6d-9a05bdeb346b-3 | 4 | 2026-06-12T18:34:29.077Z | tool | text | null | 20664aa5-fbac-4a4e-8b6d-9a05bdeb346b.jsonl | 0 | 0 | [
-0.09673483669757843,
0.014319252222776413,
0.04453670233488083,
-0.020564265549182892,
-0.04921190068125725,
0.03814694657921791,
0.03909720107913017,
-0.004298570565879345,
-0.013882135041058064,
-0.006605645641684532,
-0.0006840921123512089,
-0.08047036826610565,
-0.007086224853992462,
... | claude_code |
6d123f155a5c4df2 | Claude Code command permissions allow no additional tools. | 20664aa5-fbac-4a4e-8b6d-9a05bdeb346b | 0000 | 20664aa5-fbac-4a4e-8b6d-9a05bdeb346b-5 | 20664aa5-fbac-4a4e-8b6d-9a05bdeb346b-4 | 5 | 2026-06-12T18:34:29.077Z | system | text | null | 20664aa5-fbac-4a4e-8b6d-9a05bdeb346b.jsonl | 0 | 0 | [
-0.08708569407463074,
0.019269468262791634,
-0.058521904051303864,
-0.0751422867178917,
-0.014830312691628933,
-0.06265348941087723,
-0.006395127158612013,
-0.008689092472195625,
0.009219993837177753,
-0.0008614844409748912,
0.02673088200390339,
0.014464798383414745,
0.022897869348526,
0.0... | claude_code |
End of preview. Expand in Data Studio
Funes recall store — AlinCiocan Fable-5 Claude Code traces
A funes recall store built by indexing
AlinCiocan/fable-5-claude-code-traces
(18 Claude Code sessions run on Fable 5).
What this is
This is not a raw trace dataset — it is a pre-built funes index: the source
sessions chunked into content blocks and embedded, stored as a
Lance table (chunks.lance).
| Source | AlinCiocan/fable-5-claude-code-traces (18 sessions) |
| Chunks | 3,889 |
| Embedding model | BAAI/bge-small-en-v1.5 (384-dim) |
| Format | Lance (auto-converted Parquet also available) |
Each row is one content-block chunk with its embedding and provenance
(session_id, turn_uuid, role, block_type, tool_name, source_path,
harness, timestamps).
License and attribution
This store is derived from AlinCiocan/fable-5-claude-code-traces, which is
licensed CC-BY-4.0. Because it redistributes verbatim excerpts of that data
(the chunk text column), it is distributed under the same CC-BY-4.0 license.
Attribution and license obligations of the upstream dataset apply.
- Downloads last month
- 95