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robbyDAninja/PULSE

https://github.com/robbyDAninja/PULSE · scanned 2026-06-15 23:53 UTC (2 months, 3 weeks ago)

19 raw signals (0 security + 19 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 3 weeks ago · v1 · 14 actionable findings from 1 signal source. 5 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

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77.8% cov · 14 findings

Severity distribution — click a segment to filter

Active filters: excluding tests × Reset all

Severity: Critical 0 High 0 Medium 4 Low 7 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 14 Crowd 0 Layer: Software 1 Frontend 1 Security 1 Cicd 2 Quality 9

Exclude dismissed / FP Exclude test files

All 168 nodes from the latest scan, grouped by kind. Each node is a unit the engine identified (file, function, endpoint, table…). Most users won't need this view — it's primarily for debugging the engine's graph extraction or for AI agents that want to enumerate the project structure.

Label	Layer	Status	Path
`get_client`	software	healthy	`db.py:12`
`get_active_topics`	software	healthy	`db.py:23`
`upsert_signals`	software	healthy	`db.py:35`
`upsert_snapshot`	software	healthy	`db.py:52`
`get_latest_snapshot`	software	healthy	`db.py:67`
`insert_stage_transition`	software	healthy	`db.py:81`
`update_topic_stage`	software	healthy	`db.py:107`
`format_delta`	software	healthy	`generate_discovery.py:34`
`format_stage`	software	healthy	`generate_discovery.py:45`
`build_signal_summary`	software	healthy	`generate_discovery.py:55`
`get_latest_snapshots`	software	healthy	`generate_discovery.py:73`
`get_recent_transitions`	software	healthy	`generate_discovery.py:104`
`build_discovery_payload`	software	healthy	`generate_discovery.py:119`
`_stage_rank`	software	healthy	`generate_discovery.py:165`
`main`	software	healthy	`generate_discovery.py:170`
`fetch_todays_run`	software	healthy	`send_content_pulse_email.py:33`
`pick_lead`	software	healthy	`send_content_pulse_email.py:60`
`key`	software	dead	`send_content_pulse_email.py:63`
`collect_quotes`	software	healthy	`send_content_pulse_email.py:74`
`build_markdown`	software	healthy	`send_content_pulse_email.py:94`
`main`	software	healthy	`send_content_pulse_email.py:148`
`load_config`	software	healthy	`generate_pulse.py:29`
`parse_entry_date`	software	healthy	`generate_pulse.py:39`
`fetch_feed`	software	healthy	`generate_pulse.py:51`
`fetch_all_feeds`	software	healthy	`generate_pulse.py:83`
`filter_by_date`	software	healthy	`generate_pulse.py:112`
`format_articles_for_prompt`	software	healthy	`generate_pulse.py:120`
`build_date_range`	software	healthy	`generate_pulse.py:138`
`build_prompt`	software	healthy	`generate_pulse.py:145`
`synthesize_report`	software	healthy	`generate_pulse.py:217`
`save_report`	software	healthy	`generate_pulse.py:231`
`main`	software	healthy	`generate_pulse.py:242`
`normalize`	software	healthy	`scoring.py:72`
`compute_hn_combined`	software	healthy	`scoring.py:108`
`compute_composite_score`	software	healthy	`scoring.py:125`
`classify_stage`	software	healthy	`scoring.py:176`
`apply_stage_hysteresis`	software	healthy	`scoring.py:212`
`compute_score_delta`	software	healthy	`scoring.py:255`
`score_snapshot`	software	healthy	`scoring.py:273`
`load_settings`	software	healthy	`generate_briefing.py:108`
`is_primary`	software	healthy	`generate_briefing.py:114`
`get_window_signals`	software	healthy	`generate_briefing.py:122`
`shortlist`	software	healthy	`generate_briefing.py:136`
`format_signals`	software	healthy	`generate_briefing.py:152`
`synthesize`	software	healthy	`generate_briefing.py:165`
`send_briefing`	software	healthy	`generate_briefing.py:183`
`main`	software	healthy	`generate_briefing.py:205`
`main`	software	healthy	`send_monday_email.py:24`
`load_config`	software	healthy	`collect_signals.py:63`
`collect_for_topic`	software	healthy	`collect_signals.py:76`

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

Label	Layer	Status	Path
`db.py`	software	healthy	`db.py`
`README.md`	software	healthy	`README.md`
`generate_discovery.py`	software	healthy	`generate_discovery.py`
`content_pulse.config.yml`	software	healthy	`content_pulse.config.yml`
`send_content_pulse_email.py`	software	healthy	`send_content_pulse_email.py`
`generate_pulse.py`	software	healthy	`generate_pulse.py`
`config.yml`	software	healthy	`config.yml`
`scoring.py`	software	healthy	`scoring.py`
`generate_briefing.py`	software	healthy	`generate_briefing.py`
`.env.example`	software	healthy	`.env.example`
`send_monday_email.py`	software	healthy	`send_monday_email.py`
`requirements.txt`	software	healthy	`requirements.txt`
`collect_signals.py`	software	healthy	`collect_signals.py`
`generate_content_pulse.py`	software	healthy	`generate_content_pulse.py`
`generate_patterns.py`	software	healthy	`generate_patterns.py`
`rewind-night-watch-style.md`	software	healthy	`docs/rewind-night-watch-style.md`
`briefing-prompt.md`	software	healthy	`docs/briefing-prompt.md`
`pulse-reaim-project.md`	software	healthy	`docs/pulse-reaim-project.md`
`trajectory-intro-email.md`	software	healthy	`docs/trajectory-intro-email.md`
`sync-and-notify.sh`	software	healthy	`scripts/sync-and-notify.sh`
`__init__.py`	software	healthy	`sources/__init__.py`
`arxiv.py`	software	healthy	`sources/arxiv.py`
`hackernews.py`	software	healthy	`sources/hackernews.py`
`rss_feeds.py`	software	healthy	`sources/rss_feeds.py`
`base.py`	software	healthy	`sources/base.py`
`github.py`	software	healthy	`sources/github.py`
`huggingface.py`	software	healthy	`sources/huggingface.py`
`pypi.py`	software	healthy	`sources/pypi.py`
`rewind-ai-agent-security-2026-06-11.html`	software	healthy	`reports/rewind-ai-agent-security-2026-06-11.html`
`rewind-ai-human-flourishing-2026-06-11.html`	software	healthy	`reports/rewind-ai-human-flourishing-2026-06-11.html`
`2026-03-09-openclaw-ecosystem-pulse.md`	software	healthy	`reports/2026-03-09-openclaw-ecosystem-pulse.md`
`2026-04-27-openclaw-ecosystem-pulse.md`	software	healthy	`reports/2026-04-27-openclaw-ecosystem-pulse.md`
`content-pulse-dry-run-2026-06-02.html`	software	healthy	`reports/content-pulse-dry-run-2026-06-02.html`
`2026-03-24-alex-finn-livestream-digest.md`	software	healthy	`reports/2026-03-24-alex-finn-livestream-digest.md`
`2026-03-16-openclaw-ecosystem-pulse.md`	software	healthy	`reports/2026-03-16-openclaw-ecosystem-pulse.md`
`2026-05-04-openclaw-ecosystem-pulse.md`	software	healthy	`reports/2026-05-04-openclaw-ecosystem-pulse.md`
`2026-05-11-openclaw-ecosystem-pulse.md`	software	healthy	`reports/2026-05-11-openclaw-ecosystem-pulse.md`
`2026-03-29-openclaw-ecosystem-pulse.md`	software	healthy	`reports/2026-03-29-openclaw-ecosystem-pulse.md`
`2026-05-18-openclaw-ecosystem-pulse.md`	software	healthy	`reports/2026-05-18-openclaw-ecosystem-pulse.md`
`2026-06-01-openclaw-ecosystem-pulse.md`	software	healthy	`reports/2026-06-01-openclaw-ecosystem-pulse.md`
`2026-04-06-openclaw-ecosystem-pulse.md`	software	healthy	`reports/2026-04-06-openclaw-ecosystem-pulse.md`
`2026-04-20-openclaw-ecosystem-pulse.md`	software	healthy	`reports/2026-04-20-openclaw-ecosystem-pulse.md`
`2026-03-30-openclaw-ecosystem-pulse.md`	software	healthy	`reports/2026-03-30-openclaw-ecosystem-pulse.md`
`2026-05-25-openclaw-ecosystem-pulse.md`	software	healthy	`reports/2026-05-25-openclaw-ecosystem-pulse.md`
`2026-04-13-openclaw-ecosystem-pulse.md`	software	healthy	`reports/2026-04-13-openclaw-ecosystem-pulse.md`
`2026-06-08-openclaw-ecosystem-pulse.md`	software	healthy	`reports/2026-06-08-openclaw-ecosystem-pulse.md`
`2026-03-23-openclaw-ecosystem-pulse.md`	software	healthy	`reports/2026-03-23-openclaw-ecosystem-pulse.md`
`2026-03-05-openclaw-ecosystem-pulse.md`	software	healthy	`reports/2026-03-05-openclaw-ecosystem-pulse.md`
`generate-report.yml`	software	healthy	`.github/workflows/generate-report.yml`
`content-pulse.yml`	software	healthy	`.github/workflows/content-pulse.yml`

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

Label	Layer	Status	Path
`docs`	software	healthy	`docs`
`scripts`	software	healthy	`scripts`
`sources`	software	healthy	`sources`
`reports`	software	healthy	`reports`
`.github`	software	healthy	`.github`
`workflows`	software	healthy	`.github/workflows`

Label	Layer	Status	Path
`ANTHROPIC_API_KEY`	cicd	healthy	`—`
`PULSE_WEBHOOK_SECRET`	cicd	healthy	`—`
`GH_PAT`	cicd	healthy	`—`
`SUPABASE_SERVICE_ROLE_KEY`	cicd	healthy	`—`
`SUPABASE_URL`	cicd	healthy	`—`
`SLACK_BOT_TOKEN`	cicd	healthy	`—`

Label	Layer	Status	Path
`gha::generate-report`	cicd	healthy	`.github/workflows/generate-report.yml`
`gha::content-pulse`	cicd	healthy	`.github/workflows/content-pulse.yml`
`gha::collect-signals`	cicd	healthy	`.github/workflows/collect-signals.yml`

Label	Layer	Status	Path
`generate-report`	cicd	healthy	`.github/workflows/generate-report.yml`
`content-pulse`	cicd	healthy	`.github/workflows/content-pulse.yml`
`collect`	cicd	healthy	`.github/workflows/collect-signals.yml`

Label	Layer	Status	Path
`port:13`	network	healthy	`.github/workflows/content-pulse.yml`
`port:06`	network	healthy	`.github/workflows/collect-signals.yml`

Label	Layer	Status	Path
`repobility-clone-l5n3oi9e`	software	healthy	`/tmp/repobility-clone-l5n3oi9e`

Label	Layer	Status	Path
`Signal`	software	healthy	`sources/base.py:11`

Label	Layer	Status	Path
`gpu (detected)`	hardware	healthy	`config.yml`

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API access

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robbyDAninja/PULSE

Complete repo analysis

function 50+

file 50+

directory 6

env_var 6

pipeline 3

job 3

port 2

repo 1

class 1

gpu 1