docs: add CONFIGURATION.md + README pointers + community video link
Adds CONFIGURATION.md at repo root - a focused configuration reference covering save paths, the per-source API-key matrix, reasoning and web-search backend priority, the trend-monitoring stack (--store + watchlist.py + briefing.py), and per-client patterns. Surfaces two things that ship in the engine but were not documented for users: - The project-scoped .claude/last30days.env config file (currently only referenced in hooks/scripts/check-config.sh) which takes precedence over the global ~/.config/last30days/.env when present. Cleanest pattern for per-client setups - drop a file in the client folder, cd in, run normally. - The existing trend-monitoring scripts (--store flag, watchlist.py, briefing.py) that the README did not surface for users. Updates README with a brief "Configuration" section pointing to the new file, plus a one-line "Going deeper" callout linking a 6-min community architecture walkthrough on YouTube. All CLI surface claims (watchlist subcommands, briefing modes, source dedupe key, env file priority chain) fact-checked against the live scripts/ source before commit.
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Trevin Chow
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# Configuration
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Everything you can tune in `/last30days` without editing the engine source.
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Three layers, in order of how often you'll touch them:
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1. **Per-run flags** - what you pass on the command line.
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2. **Environment variables and `.env`** - what's enabled across all runs.
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3. **Optional trend-monitoring stack** - SQLite store, watchlist, briefings.
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Per-client patterns and the experimental beta channel are at the bottom.
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> Skip ahead: [Where output is saved](#where-output-is-saved) - [API keys](#api-keys-env) - [Reasoning provider](#reasoning-provider-priority) - [Web search backend](#web-search-backend-priority) - [Trend monitoring](#trend-monitoring-store--watchlist--briefings) - [Per-client patterns](#per-client-patterns) - [Beta channel](#beta-channel)
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## Why this document exists
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This is a focused **configuration reference** maintained alongside the engine. The runtime contract (the voice rules, the planner protocol, the LAWs the synthesizing model follows) lives in [`skills/last30days/SKILL.md`](skills/last30days/SKILL.md) - that file is authoritative when the two ever differ. This file's job is narrower: surface every knob a user or operator can turn, in one place, kept current with the code so client-facing setups stay reliable. New configuration knobs added to the engine should be reflected here in the same PR.
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---
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## Where output is saved
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| Platform | Default path | Override |
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| Linux / macOS | `~/Documents/Last30Days/` | `LAST30DAYS_MEMORY_DIR=/path` |
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| Windows | `C:\Users\<you>\Documents\Last30Days\` | `LAST30DAYS_MEMORY_DIR=C:\path` |
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Each run produces one file per topic, slug-named:
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`<slug>-raw[-suffix].md`. Same topic + same suffix on the same day overwrites; same topic + same suffix on different days appends a date stamp.
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**Per-run overrides:**
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- `--save-dir <path>` - one-off output location.
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- `--save-suffix <name>` - distinguish runs of the same topic (e.g. per client: `--save-suffix=acme`).
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The footer line `📎 Raw results saved to ~/Documents/Last30Days/<slug>-raw.md` is the canonical pointer; if it shows backslashes on Windows update past v3.1.1.
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---
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## API keys (`.env`)
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The skill reads keys from a `.env` file. Two locations are supported, in priority order:
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1. **`.claude/last30days.env`** in the current project directory (project-scoped) - takes precedence when present.
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2. **`~/.config/last30days/.env`** at the user level (global default) - the fallback.
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Override the global location with `LAST30DAYS_CONFIG_DIR=/path` (or `LAST30DAYS_CONFIG_DIR=""` for no-config mode). File permissions should be `600` on POSIX hosts - the engine warns on every run if they aren't.
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The project-scoped file is the cleanest pattern for **per-client setups**: drop a `.claude/last30days.env` into each client folder (`SCRAPECREATORS_API_KEY`, `INCLUDE_SOURCES`, `LAST30DAYS_MEMORY_DIR`, `BSKY_HANDLE`, etc), `cd` into that folder, and the skill picks up that client's configuration automatically. No wrapper scripts needed for the common case.
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**Source-by-source** - what each key unlocks:
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| Source | Key(s) | Required for | Free tier |
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|---|---|---|---|
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| Reddit (public) | none | always on | yes |
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| Hacker News | none | always on | yes |
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| Polymarket | none | always on | yes |
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| GitHub | `gh` CLI installed (uses your GitHub auth) | always on if `gh` present | yes |
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| YouTube | `yt-dlp` CLI installed | always on if `yt-dlp` present | yes |
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| X / Twitter | one of: `AUTH_TOKEN` + `CT0` (browser cookies, Bird CLI), `XAI_API_KEY`, `SCRAPECREATORS_API_KEY`, or `FROM_BROWSER` (cookie-jar auth) | X items in results | cookie-jar / Bird = free; xAI / ScrapeCreators = paid |
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| TikTok | `SCRAPECREATORS_API_KEY` + `INCLUDE_SOURCES` contains `tiktok` | TikTok items | 10K free calls |
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| Instagram | `SCRAPECREATORS_API_KEY` + `INCLUDE_SOURCES` contains `instagram` | Instagram Reels | 10K free calls |
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| Threads | `SCRAPECREATORS_API_KEY` + `INCLUDE_SOURCES` contains `threads` | Threads items | 10K free calls |
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| Pinterest | `SCRAPECREATORS_API_KEY` + `INCLUDE_SOURCES` contains `pinterest` | Pinterest items | 10K free calls |
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| Bluesky | `BSKY_HANDLE` + `BSKY_APP_PASSWORD` | Bluesky items | yes (app password at bsky.app) |
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| TruthSocial | `TRUTHSOCIAL_TOKEN` | TruthSocial items | yes |
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| Web search | one of: `BRAVE_API_KEY`, `EXA_API_KEY`, `SERPER_API_KEY`, `PARALLEL_API_KEY` | `--auto-resolve` and Step 2 supplements | Brave has a free tier; native WebSearch on Claude Code / Codex / Gemini works as a fallback |
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| Perplexity Deep Research | `OPENROUTER_API_KEY` | `--deep-research` flag (~$0.90/query) | no |
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| Apify (alternate scraper) | `APIFY_API_TOKEN` | fallback for Reddit/TikTok/Instagram when ScrapeCreators is exhausted | yes (limited) |
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**Example `.env` skeleton** (placeholders only - replace with your own values):
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```bash
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# Reasoning + planning (one provider; see priority below)
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GOOGLE_API_KEY=<your-gemini-key>
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# Web search backend (one is enough; Brave is the cheapest)
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BRAVE_API_KEY=<your-brave-key>
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# Optional sources
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SCRAPECREATORS_API_KEY=<your-scrapecreators-key>
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INCLUDE_SOURCES=tiktok,instagram
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# X authentication (one option only)
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XAI_API_KEY=<your-xai-key>
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# OR cookie-jar (no key needed; logs in via your browser session)
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# FROM_BROWSER=firefox
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# Bluesky
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BSKY_HANDLE=<your-handle>.bsky.social
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BSKY_APP_PASSWORD=<your-app-password>
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```
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After editing: `chmod 600 ~/.config/last30days/.env` (or `chmod 600 .claude/last30days.env` if using the project-scoped variant).
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**Troubleshooting:** if a source you expected to see isn't appearing in results, run `python3 scripts/last30days.py --diagnose`. It prints a per-source availability report (which keys were detected, which CLIs are installed, which backends are reachable) without running a full search.
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---
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## Reasoning provider priority
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`/last30days` needs one reasoning model for planning + reranking when you don't pass `--plan` yourself. Auto-detect priority (set `LAST30DAYS_REASONING_PROVIDER=<name>` to pin one):
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1. **Gemini** - `GOOGLE_API_KEY` / `GEMINI_API_KEY` / `GOOGLE_GENAI_API_KEY`
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2. **OpenAI** - `OPENAI_API_KEY` (or Codex auth at `~/.codex/auth.json`)
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3. **xAI** - `XAI_API_KEY`
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4. **OpenRouter** - `OPENROUTER_API_KEY` (also unlocks `--deep-research`)
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5. **Local / deterministic** - always available, lowest quality
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When you invoke `/last30days` from Claude Code, Codex, or Gemini, the host model **is** the reasoning provider for plan + synthesis - you don't need any of the keys above unless you also run the script headlessly (cron, CI, watchlist).
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---
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## Web search backend priority
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Used by `--auto-resolve` (when WebSearch isn't available from the host) and Step 2 supplements. Auto-detect priority (override per-run with `--web-backend=<name>`):
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1. **Brave** - `BRAVE_API_KEY`
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2. **Exa** - `EXA_API_KEY`
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3. **Serper** - `SERPER_API_KEY`
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4. **Parallel** - `PARALLEL_API_KEY`
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5. **Host's native WebSearch** - Claude Code, Codex, Gemini all have one built in
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Visible quality difference between hosts with vs without a configured backend. If your client setup produces thinner results than yours, this is usually why.
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---
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## Trend monitoring (`--store` + watchlist + briefings)
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The default behavior - one slug-named file per topic, overwritten on rerun - is the snapshot mode. For continuous monitoring, the repo ships three components most users miss:
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### `--store` flag
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Adding `--store` to any run persists every finding to a SQLite database (default at `~/.local/share/last30days/research.db`). Findings dedupe on the `source_url` column (UNIQUE constraint), so the same URL across runs updates the existing row instead of creating a duplicate. The markdown file still saves; the SQLite is the time-series substrate.
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Relevant tables: `topics`, `research_runs`, `findings`, `settings`. Schema: [`scripts/store.py`](skills/last30days/scripts/store.py).
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### `watchlist.py` - recurring topics
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[`scripts/watchlist.py`](skills/last30days/scripts/watchlist.py) manages topics that should be researched on a schedule. Subcommands: `add`, `remove`, `list`, `run-one`, `run-all`, `config`. Built-in delivery to Slack incoming webhooks (`hooks.slack.com/...`) or any HTTPS endpoint, fired only when new findings appear.
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Two-step flow (the watchlist holds the topic; an external scheduler invokes the run):
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```bash
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# 1. Add the topic to the watchlist
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# Default schedule daily 8am; --weekly switches to Mondays 8am
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python3 scripts/watchlist.py add "british airways middle east" --weekly
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# 2. Configure delivery and budget (optional)
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python3 scripts/watchlist.py config delivery "https://hooks.slack.com/services/..."
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python3 scripts/watchlist.py config budget 5.00
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# 3. Trigger via cron / Task Scheduler / GitHub Actions
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python3 scripts/watchlist.py run-one "british airways middle east"
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# or run every enabled topic, gated by daily_budget
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python3 scripts/watchlist.py run-all
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```
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The schedule field stored on each topic is metadata - the actual cron / Task Scheduler invocation is your responsibility. Watchlist runs hardcode `--quick` and `--lookback-days 90` when spawning the underlying engine.
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### `briefing.py` - daily / weekly digests
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[`scripts/briefing.py`](skills/last30days/scripts/briefing.py) reads the SQLite store and emits structured data the agent then synthesizes into prose. Modes: `generate` (daily), `generate --weekly`. Briefs save to `~/.local/share/last30days/briefs/`.
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### Recommended cadence pattern
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| Step | Cadence | Command |
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| Baseline | one-time per topic | `/last30days "<topic>" --days=30 --store` |
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| Add to watchlist | one-time per topic | `python3 scripts/watchlist.py add "<topic>" --weekly` |
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| Recurring run | daily or weekly (external scheduler) | `python3 scripts/watchlist.py run-all` |
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| Digest | weekly | `python3 scripts/briefing.py generate --weekly` |
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---
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## Per-client patterns
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The skill is built to flex around different client environments. Four patterns that compose well:
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### 1. Per-client `.claude/last30days.env` (preferred when you cd into client folders)
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The simplest pattern when each client has its own working directory: drop a `.claude/last30days.env` into the client folder. The skill picks it up automatically (see [API keys](#api-keys-env) for the lookup priority). Typical contents:
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```bash
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LAST30DAYS_MEMORY_DIR=C:\Users\<you>\Clients\acme\Research\Last30Days
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SCRAPECREATORS_API_KEY=<acme-scoped-key-or-shared>
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INCLUDE_SOURCES=tiktok,instagram
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BSKY_HANDLE=<acme-bluesky-handle>.bsky.social
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```
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`cd` into the client folder, run `/last30days <topic>` as normal, no flags or wrappers. Combine with `--save-suffix=<client-slug>` per run if you also need to differentiate filenames within that folder.
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### 2. Per-client save dir + suffix wrapper
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For workflows where you don't `cd` into a client folder (running from anywhere, scripted batches), a tiny shell function isolates each client's research without engine changes.
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PowerShell example:
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```powershell
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function Run-L30D-Client {
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param([string]$ClientSlug, [Parameter(ValueFromRemainingArguments=$true)]$Args)
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$env:LAST30DAYS_MEMORY_DIR = "C:\Users\$env:USERNAME\Clients\$ClientSlug\Research\Last30Days"
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/last30days @Args --save-suffix=$ClientSlug
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}
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# Usage: Run-L30D-Client acme "british airways middle east"
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```
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Bash example:
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```bash
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l30d-client() {
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local client=$1; shift
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LAST30DAYS_MEMORY_DIR="$HOME/Clients/$client/Research/Last30Days" \
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/last30days "$@" --save-suffix="$client"
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}
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# Usage: l30d-client acme "british airways middle east"
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```
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### 3. Custom category-peer subreddits
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[`scripts/lib/categories.py`](skills/last30days/scripts/lib/categories.py) holds a table of `(category_id, trigger_keywords, peer_subreddits)`. If a client lives in a vertical that isn't covered (legal-tech, real-estate-tech, B2B HR SaaS), add a row. Pure data, no logic.
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Section 2a of `SKILL.md` documents the merging rule the skill applies when your topic matches a category.
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### 4. Pre-built `--competitors-plan` JSON
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For competitor-vs-comparisons that recur, a pre-written JSON skeleton per client industry saves real time:
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```json
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{
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"Competitor B": {
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"x_handle": "competitor_b_handle",
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"subreddits": ["sub1", "sub2"],
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"github_user": "competitor-b-org",
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"context": "Founded 2019, focused on ..."
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},
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"Competitor C": { ... }
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}
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```
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Pass as `--competitors-plan @client/competitors-plan.json` (or as a string). See `SKILL.md` section "If QUERY_TYPE = COMPARISON" for the full schema.
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---
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## Beta channel
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Experimental customizations live on a private companion repo (`mvanhorn/last30days-skill-private`) installed as `/last30days-beta`. Never ship beta-only changes to the public marketplace without a review PR against the public repo. Workflow guide: `BETA.md` in the private repo.
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This is the right home for client-specific changes you don't intend to upstream - custom category rows, internal subreddit lists, per-vertical plan templates.
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---
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## Cross-references
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- The CLI flag surface: `python3 scripts/last30days.py --help`
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- The skill contract (voice, LAWs, pre-flight protocol): [`skills/last30days/SKILL.md`](skills/last30days/SKILL.md)
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- Engine spec (some sections stale; SKILL.md wins on conflicts): [`SPEC.md`](SPEC.md)
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- Contributor guidance: [`CONTRIBUTORS.md`](CONTRIBUTORS.md)
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@@ -280,6 +280,18 @@ skills/last30days/scripts/setup-keychain.sh --delete XAI_API_KEY
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Items are stored under service name `last30days-<KEY>` for the current user. On non-Darwin platforms the loader is a no-op, so there is no behaviour change for Linux/Windows users.
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See [CONFIGURATION.md](CONFIGURATION.md) for the full per-source key matrix, reasoning provider priority, and web-search backend priority.
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## Configuration
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Two things you'll likely want to know on day one:
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**Where research files are saved.** Default is `~/Documents/Last30Days/` (Windows: `C:\Users\<you>\Documents\Last30Days\`). Override with `LAST30DAYS_MEMORY_DIR=/path` in your shell, or `--save-dir <path>` per run. Use `--save-suffix=<name>` to keep multiple variations of the same topic separate (e.g. per client). Each run produces `<slug>-raw[-suffix].md`.
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**Trend monitoring across runs.** The default mode produces a fresh markdown snapshot per run. To accumulate findings over time, add `--store` to persist into a SQLite database, then use [`scripts/watchlist.py`](skills/last30days/scripts/watchlist.py) for scheduled runs (with optional Slack / webhook delivery on new findings) and [`scripts/briefing.py`](skills/last30days/scripts/briefing.py) for daily / weekly digests. The full cadence pattern is in [CONFIGURATION.md](CONFIGURATION.md#trend-monitoring-store--watchlist--briefings).
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Per-client wrapper scripts, custom category-peer subreddits, and the experimental beta channel for in-progress customizations are also documented in [CONFIGURATION.md](CONFIGURATION.md).
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## How it works
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1. **You type a topic.** Person, company, product, technology, "X vs Y." Anything.
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@@ -290,6 +302,8 @@ Items are stored under service name `last30days-<KEY>` for the current user. On
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6. **Synthesized into one brief.** Grounded in specific data. Cited by source. Ranked by what people actually engage with. Not "here's what I found." It's "here's what matters."
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7. **Then it becomes your expert.** After one run, your Claude session knows everything the community knows. Ask follow-up questions. Have it write prompts, draft emails, plan trips, architect systems - all grounded in what's real right now.
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> 📺 **Going deeper:** 6-min architecture walkthrough - [Real-time Social Listening across 10+ platforms: Under the Hood](https://youtu.be/SFejr5lJFxA).
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## What people are saying
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> "I found a Claude Code skill that researches any topic across Reddit, X, YouTube, and HN from the last 30 days. Then writes the prompts for you. I've been manually searching Reddit and X for research before every piece of content I write. Tab by tab. Thread by thread. That's the part that takes 90 minutes. This eliminates it." -@itsjasonai
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