agent-ecosystem-watch
Skill1 starsChanged 55 days agoMITView on GitHub
Agent-Ecosystem Watch — a daily autonomous intelligence pass over the Claude and AI-agent ecosystem on X. Reads a topic watchlist via last30days/ScrapeCreators, extracts CONCRETE improvements that make Claude / Claude Code / OmegaOS better (new features, prompting techniques, MCP servers, subagent/orchestration tricks, hooks, eval methods, model updates), scores each for integratability into OmegaOS, writes an HTML report + Telegram alert for the operator to decide, and (only when ARMED, behind an adversarial quality gate + daily cap + dedup) auto-publishes vetted best-practice tweets to @Agentik_os via omega-zernio. Use when the user says '/omg-ecosystem-watch', '/ecosystem-watch', 'veille Claude', 'veille agents IA', 'watch the Claude ecosystem', 'run the ecosystem watch', or wants to inspect/arm/disarm the daily watch. NOT a live web research primitive for one question (that is last30days / deep-research) and NOT a general social scheduler (that is the marketing suite): this is the standing daily radar that feeds OmegaOS improvements and the @Agentik_os best-practice feed. Integration into OmegaOS is NEVER automatic — the report proposes, the operator decides.
- Reads credentials
In this repository45 other files it gives its agents.
- ad-creativeSkill
- ai-logic-osSkill
- album-masteringSkill
- alexandriaSkill
- alignment-osSkill
- analyzing-financial-statementsSkill
- applying-brand-guidelinesSkill
- blueprint-osSkill
- brainstorm-osSkill
- builder-osSkill
- changelog-adoptSkill
- cleanupSkill
- cold-emailSkill
- content-strategySkill
- creating-financial-modelsSkill
- design-osSkill
- diagramSkill
- duoSkill
- execution-osSkill
- growth-engineSkill
- habit-tracker-osSkill
- higgsfield-generateSkill
- higgsfield-soul-idSkill
- identity-shift-osSkill
- intuitive-osSkill
- journal-osSkill
- launch-strategySkill
- marketing-strategistSkill
- market-research-osSkill
- market-researchSkill
- mindset-osSkill
- monitorSkill
- nuclear-cleanupSkill
- omg-auditsSkill
- pixelragSkill
- product-marketing-contextSkill
- project-tidySkill
- ramflushSkill
- secrets-vaultSkill
- seductive-osSkill
- social-contentSkill
- staxSkill
- stepper-osSkill
- storyteller-osSkill
- watchSkill
The file
We split this skill into the rules it gives an agent
1 rule. About 0 are common, 1 is distinctive, and 0 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈1
Distinctive · estimate
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 44
no em/en dash, <= 280 chars, carries its source URL (enforced in shell too, R-NODASH).
≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Agent-Ecosystem Watch
A standing daily radar on the thing that compounds OmegaOS's edge: how fast you absorb new Claude and agent techniques. It watches X for concrete improvements, tells you what is worth wiring into OmegaOS, and shares the best of it on @Agentik_os on autopilot, behind a gate so your public account never ships a weak or wrong tweet.
Same input feeds three outputs: (1) a decision report for you, (2) a curated best-practice tweet feed, (3) a growing memory of what the ecosystem shipped. Marginal cost is near zero once built; the read is a few dollars a month of ScrapeCreators.
Pipeline
cron (daily) → [1] READ watchlist topics → last30days --search x (ScrapeCreators)
→ [2] ANALYZE (claude, sonnet) extract + score integratable_to_omega 0-10
→ [3] GATE (claude, opus) adversarial: try to REJECT each candidate tweet
→ [4] PUBLISH (if ARMED, not mock, under cap, unseen) omega-zernio → @Agentik_os
→ [5] REPORT self-contained HTML in ~/.omega/artifacts/
→ [6] ALERT Telegram (Alerts topic) via omega-alert-send.shDeterministic control (daily cap, dedup persistence, publish side-effects) lives in shell; judgment (extract, score, draft, refute) lives in the model. The gate is an INDEPENDENT adversarial pass (R-VERIFY): its only job is to reject, default-reject on doubt.
Publishing safety rails (non-negotiable)
Publishing to the public @Agentik_os account requires ALL of:
armedflag present (~/.omega/state/ecosystem-watch/armed) — the kill-switch. Absent = tweets are drafts in the report only.rmthe flag to stop all publishing instantly.- a real ScrapeCreators key (mock runs never publish).
- the adversarial gate returned
keep=truefor that tweet. - the tweet fingerprint is not already in the seen-store (never tweet the same idea twice).
- the daily cap (
EW_DAILY_TWEET_CAP, default 5) is not exhausted. - no em/en dash, <= 280 chars, carries its source URL (enforced in shell too, R-NODASH).
Integration of a finding into OmegaOS itself is always a human call: the report proposes with a 0-10 integratability score, the operator decides.
Run
bash scripts/watch-run.sh # full run (reads config/topics.txt)
EW_MOCK=1 bash scripts/watch-run.sh # fixtures, never publishes (smoke test)
EW_ZERNIO_DRYRUN=1 bash scripts/watch-run.sh # validate zernio post without publishingEnv knobs: EW_DAILY_TWEET_CAP (5), EW_DAYS (2), EW_ANALYZE_MODEL (claude-sonnet-5),
EW_GATE_MODEL (claude-opus-4-8), EW_ZERNIO_PROJECT (agentik-os), EW_TOPICS_FILE.
Arm / disarm
touch ~/.omega/state/ecosystem-watch/armed # go fully auto (auto-publish)
rm ~/.omega/state/ecosystem-watch/armed # kill-switch: drafts onlyConfig
config/topics.txt— one X query per line (broad AI-agent ecosystem, Claude-first).config/accounts.txt— reference builders, an authority hint for scoring.
State (outside repo, R-ENV)
~/.omega/state/ecosystem-watch/seen.jsonl— published fingerprints (dedup memory).~/.omega/state/ecosystem-watch/runs/<date>/— per-run raw pulls, analysis, report.~/.omega/artifacts/ecosystem-watch-<date>.html— the daily report.~/.omega/logs/ecosystem-watch.log— run log.
Cron
# 08:00 daily — disarmed by default until the operator arms it
0 8 * * * OMEGA_DIR=$HOME/.omega bash $HOME/.omega/skills/agent-ecosystem-watch/scripts/watch-run.shRequires
~/.omega/secrets/integrations.envwithSCRAPECREATORS_API_KEY(X read) andZERNIO_API_KEY(publish). Both already present in this deployment.omega-zerniowith anagentik-osprofile whosetwitteraccount is connected.last30daysskill checkout at~/.omega/repos/last30days-skill/.claudeCLI on PATH.
Does it work?
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Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

