{"adoption": {"forks": 36832, "observed_at": "2026-08-28T04:12:28.661106+00:00", "stars": 243524}, "canonical_url": "https://ross.abutalabs.com/products/ecc", "card": {"archived": false, "artifact_type": "framework", "description": "The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.", "domain": ["developer-tools", "security"], "enriched": true, "function": ["agent-framework", "mcp", "security", "developer-tools", "prompt-engineering", "workflow-automation", "code-review"], "health_score": 100, "homepage": "https://ecc.tools", "language": "JavaScript", "license": "MIT", "license_family": "permissive", "maturity": "active", "member_repos": ["affaan-m/ECC", "affaan-m/agentshield"], "name": "ECC", "platform": ["cli", "cross-platform", "cloud"], "pushed_at": "2026-08-25T21:27:27+00:00", "repo": "affaan-m/ECC", "stars": 243524, "tags": ["claude-code", "codex", "cursor", "opencode", "agent-harness", "skills", "instincts", "agentshield", "github-app", "context-management", "tdd-workflow", "eval-harness", "ai-agents", "automation", "nodejs", "docker"], "topics": ["ai-agents", "anthropic", "claude", "claude-code", "developer-tools", "llm", "mcp", "productivity"], "urls": [{"kind": "homepage", "url": "https://ecc.tools"}, {"kind": "site_page", "url": "https://ecc.tools/pricing"}, {"kind": "site_page", "url": "https://ecc.tools/skills"}, {"kind": "site_page", "url": "https://ecc.tools/changelog"}], "use_cases": ["optimize my claude code agent performance", "add reusable skills and commands to my coding agent", "scan agent sessions for security risks", "turn repo history into reusable agent defaults", "set up tdd and verification workflows for ai coding agents", "make my coding agent learn from past sessions", "manage mcp servers and agent context across tools"], "what_it_is": "ECC is an open-source 'agent harness operating system' that provides 261 skills, 64 agents, and 84 commands to optimize AI coding agents like Claude Code, Codex, Cursor, and OpenCode. It bundles workflow skills, continuous-learning instincts, memory, and AgentShield security scanning, with an optional commercial GitHub App layer for repo analysis and team rollout.", "when_to_avoid": ["you don't use AI coding agents and just need a plain linter or CI tool", "you need a lightweight setup and don't want a large skill/agent catalog in your repos", "you require private-repo GitHub App analysis without a paid plan", "you prefer fully self-contained tooling with no commercial upsell layer"], "when_to_choose": ["you use Claude Code, Codex, Cursor, or OpenCode daily and want structured skills, memory, and security guardrails", "you want a curated catalog of agent skills instead of writing your own prompts and workflows", "you need session-level security scanning and learned instincts with confidence scoring", "you want a GitHub App that converts repo conventions into reusable agent defaults"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/repos/affaan-m/ECC", "repo": "affaan-m/ECC", "role": "main", "score": 81}, {"path": "/repos/affaan-m/agentshield", "repo": "affaan-m/agentshield", "role": "plugin", "score": 71}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:12:28.661106+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-29T16:10:20.536435+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "98bdb870e8ce248853889d501d0384623a50ff0f75b1975ca81a8e848a9256a8", "fetched_at": "2026-08-28T04:12:28.661106+00:00", "kind": "readme", "missing": false, "url": "https://github.com/affaan-m/ECC"}, {"content_hash": "0774380ef93749cceeda6e492540bec9054b694a59b3b9951fcff53cf8cbd169", "fetched_at": "2026-08-28T17:21:29.069465+00:00", "kind": "homepage", "missing": false, "url": "https://ecc.tools"}, {"content_hash": "276e8282fae1c8bf7bda7377e3ad4548586686e5446eeccdc22fd34a4f8cfb09", "fetched_at": "2026-08-28T17:21:29.078551+00:00", "kind": "site_page", "missing": false, "url": "https://ecc.tools/pricing"}, {"content_hash": "d9574a435d3d4c27b30efd33c2bfab2288fbb07419bb008d658f757acfa57d27", "fetched_at": "2026-08-28T17:21:29.080348+00:00", "kind": "site_page", "missing": false, "url": "https://ecc.tools/skills"}, {"content_hash": "ed1e85d0fd8eb35a798cac33738a70df43f330b441ea3f031b471fd982133b7f", "fetched_at": "2026-08-28T17:21:29.082324+00:00", "kind": "site_page", "missing": false, "url": "https://ecc.tools/changelog"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:12:28.661106+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-29T16:10:20.536435+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "98bdb870e8ce248853889d501d0384623a50ff0f75b1975ca81a8e848a9256a8", "fetched_at": "2026-08-28T04:12:28.661106+00:00", "kind": "readme", "missing": false, "url": "https://github.com/affaan-m/ECC"}, {"content_hash": "0774380ef93749cceeda6e492540bec9054b694a59b3b9951fcff53cf8cbd169", "fetched_at": "2026-08-28T17:21:29.069465+00:00", "kind": "homepage", "missing": false, "url": "https://ecc.tools"}, {"content_hash": "276e8282fae1c8bf7bda7377e3ad4548586686e5446eeccdc22fd34a4f8cfb09", "fetched_at": "2026-08-28T17:21:29.078551+00:00", "kind": "site_page", "missing": false, "url": "https://ecc.tools/pricing"}, {"content_hash": "d9574a435d3d4c27b30efd33c2bfab2288fbb07419bb008d658f757acfa57d27", "fetched_at": "2026-08-28T17:21:29.080348+00:00", "kind": "site_page", "missing": false, "url": "https://ecc.tools/skills"}, {"content_hash": "ed1e85d0fd8eb35a798cac33738a70df43f330b441ea3f031b471fd982133b7f", "fetched_at": "2026-08-28T17:21:29.082324+00:00", "kind": "site_page", "missing": false, "url": "https://ecc.tools/changelog"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-29T16:10:20.536435+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "98bdb870e8ce248853889d501d0384623a50ff0f75b1975ca81a8e848a9256a8", "fetched_at": "2026-08-28T04:12:28.661106+00:00", "kind": "readme", "missing": false, "url": "https://github.com/affaan-m/ECC"}, {"content_hash": "0774380ef93749cceeda6e492540bec9054b694a59b3b9951fcff53cf8cbd169", "fetched_at": "2026-08-28T17:21:29.069465+00:00", "kind": "homepage", "missing": false, "url": "https://ecc.tools"}, {"content_hash": "276e8282fae1c8bf7bda7377e3ad4548586686e5446eeccdc22fd34a4f8cfb09", "fetched_at": "2026-08-28T17:21:29.078551+00:00", "kind": "site_page", "missing": false, "url": "https://ecc.tools/pricing"}, {"content_hash": "d9574a435d3d4c27b30efd33c2bfab2288fbb07419bb008d658f757acfa57d27", "fetched_at": "2026-08-28T17:21:29.080348+00:00", "kind": "site_page", "missing": false, "url": "https://ecc.tools/skills"}, {"content_hash": "ed1e85d0fd8eb35a798cac33738a70df43f330b441ea3f031b471fd982133b7f", "fetched_at": "2026-08-28T17:21:29.082324+00:00", "kind": "site_page", "missing": false, "url": "https://ecc.tools/changelog"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:12:28.661106+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:12:28.661106+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:12:28.661106+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-29T16:10:20.536435+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "98bdb870e8ce248853889d501d0384623a50ff0f75b1975ca81a8e848a9256a8", "fetched_at": "2026-08-28T04:12:28.661106+00:00", "kind": "readme", "missing": false, "url": "https://github.com/affaan-m/ECC"}, {"content_hash": "0774380ef93749cceeda6e492540bec9054b694a59b3b9951fcff53cf8cbd169", "fetched_at": "2026-08-28T17:21:29.069465+00:00", "kind": "homepage", "missing": false, "url": "https://ecc.tools"}, {"content_hash": "276e8282fae1c8bf7bda7377e3ad4548586686e5446eeccdc22fd34a4f8cfb09", "fetched_at": "2026-08-28T17:21:29.078551+00:00", "kind": "site_page", "missing": false, "url": "https://ecc.tools/pricing"}, {"content_hash": "d9574a435d3d4c27b30efd33c2bfab2288fbb07419bb008d658f757acfa57d27", "fetched_at": "2026-08-28T17:21:29.080348+00:00", "kind": "site_page", "missing": false, "url": "https://ecc.tools/skills"}, {"content_hash": "ed1e85d0fd8eb35a798cac33738a70df43f330b441ea3f031b471fd982133b7f", "fetched_at": "2026-08-28T17:21:29.082324+00:00", "kind": "site_page", "missing": false, "url": "https://ecc.tools/changelog"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:12:28.661106+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:12:28.661106+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-29T16:10:20.536435+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "98bdb870e8ce248853889d501d0384623a50ff0f75b1975ca81a8e848a9256a8", "fetched_at": "2026-08-28T04:12:28.661106+00:00", "kind": "readme", "missing": false, "url": "https://github.com/affaan-m/ECC"}, {"content_hash": "0774380ef93749cceeda6e492540bec9054b694a59b3b9951fcff53cf8cbd169", "fetched_at": "2026-08-28T17:21:29.069465+00:00", "kind": "homepage", "missing": false, "url": "https://ecc.tools"}, {"content_hash": "276e8282fae1c8bf7bda7377e3ad4548586686e5446eeccdc22fd34a4f8cfb09", "fetched_at": "2026-08-28T17:21:29.078551+00:00", "kind": "site_page", "missing": false, "url": "https://ecc.tools/pricing"}, {"content_hash": "d9574a435d3d4c27b30efd33c2bfab2288fbb07419bb008d658f757acfa57d27", "fetched_at": "2026-08-28T17:21:29.080348+00:00", "kind": "site_page", "missing": false, "url": "https://ecc.tools/skills"}, {"content_hash": "ed1e85d0fd8eb35a798cac33738a70df43f330b441ea3f031b471fd982133b7f", "fetched_at": "2026-08-28T17:21:29.082324+00:00", "kind": "site_page", "missing": false, "url": "https://ecc.tools/changelog"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:12:28.661106+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:12:28.661106+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:12:28.661106+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-29T16:10:20.536435+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "98bdb870e8ce248853889d501d0384623a50ff0f75b1975ca81a8e848a9256a8", "fetched_at": "2026-08-28T04:12:28.661106+00:00", "kind": "readme", "missing": false, "url": "https://github.com/affaan-m/ECC"}, {"content_hash": "0774380ef93749cceeda6e492540bec9054b694a59b3b9951fcff53cf8cbd169", "fetched_at": "2026-08-28T17:21:29.069465+00:00", "kind": "homepage", "missing": false, "url": "https://ecc.tools"}, {"content_hash": "276e8282fae1c8bf7bda7377e3ad4548586686e5446eeccdc22fd34a4f8cfb09", "fetched_at": "2026-08-28T17:21:29.078551+00:00", "kind": "site_page", "missing": false, "url": "https://ecc.tools/pricing"}, {"content_hash": "d9574a435d3d4c27b30efd33c2bfab2288fbb07419bb008d658f757acfa57d27", "fetched_at": "2026-08-28T17:21:29.080348+00:00", "kind": "site_page", "missing": false, "url": "https://ecc.tools/skills"}, {"content_hash": "ed1e85d0fd8eb35a798cac33738a70df43f330b441ea3f031b471fd982133b7f", "fetched_at": "2026-08-28T17:21:29.082324+00:00", "kind": "site_page", "missing": false, "url": "https://ecc.tools/changelog"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:12:28.661106+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:12:28.661106+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-29T16:10:20.536435+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "98bdb870e8ce248853889d501d0384623a50ff0f75b1975ca81a8e848a9256a8", "fetched_at": "2026-08-28T04:12:28.661106+00:00", "kind": "readme", "missing": false, "url": "https://github.com/affaan-m/ECC"}, {"content_hash": "0774380ef93749cceeda6e492540bec9054b694a59b3b9951fcff53cf8cbd169", "fetched_at": "2026-08-28T17:21:29.069465+00:00", "kind": "homepage", "missing": false, "url": "https://ecc.tools"}, {"content_hash": "276e8282fae1c8bf7bda7377e3ad4548586686e5446eeccdc22fd34a4f8cfb09", "fetched_at": "2026-08-28T17:21:29.078551+00:00", "kind": "site_page", "missing": false, "url": "https://ecc.tools/pricing"}, {"content_hash": "d9574a435d3d4c27b30efd33c2bfab2288fbb07419bb008d658f757acfa57d27", "fetched_at": "2026-08-28T17:21:29.080348+00:00", "kind": "site_page", "missing": false, "url": "https://ecc.tools/skills"}, {"content_hash": "ed1e85d0fd8eb35a798cac33738a70df43f330b441ea3f031b471fd982133b7f", "fetched_at": "2026-08-28T17:21:29.082324+00:00", "kind": "site_page", "missing": false, "url": "https://ecc.tools/changelog"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-29T16:10:20.536435+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "98bdb870e8ce248853889d501d0384623a50ff0f75b1975ca81a8e848a9256a8", "fetched_at": "2026-08-28T04:12:28.661106+00:00", "kind": "readme", "missing": false, "url": "https://github.com/affaan-m/ECC"}, {"content_hash": "0774380ef93749cceeda6e492540bec9054b694a59b3b9951fcff53cf8cbd169", "fetched_at": "2026-08-28T17:21:29.069465+00:00", "kind": "homepage", "missing": false, "url": "https://ecc.tools"}, {"content_hash": "276e8282fae1c8bf7bda7377e3ad4548586686e5446eeccdc22fd34a4f8cfb09", "fetched_at": "2026-08-28T17:21:29.078551+00:00", "kind": "site_page", "missing": false, "url": "https://ecc.tools/pricing"}, {"content_hash": "d9574a435d3d4c27b30efd33c2bfab2288fbb07419bb008d658f757acfa57d27", "fetched_at": "2026-08-28T17:21:29.080348+00:00", "kind": "site_page", "missing": false, "url": "https://ecc.tools/skills"}, {"content_hash": "ed1e85d0fd8eb35a798cac33738a70df43f330b441ea3f031b471fd982133b7f", "fetched_at": "2026-08-28T17:21:29.082324+00:00", "kind": "site_page", "missing": false, "url": "https://ecc.tools/changelog"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-29T16:10:20.536435+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "98bdb870e8ce248853889d501d0384623a50ff0f75b1975ca81a8e848a9256a8", "fetched_at": "2026-08-28T04:12:28.661106+00:00", "kind": "readme", "missing": false, "url": "https://github.com/affaan-m/ECC"}, {"content_hash": "0774380ef93749cceeda6e492540bec9054b694a59b3b9951fcff53cf8cbd169", "fetched_at": "2026-08-28T17:21:29.069465+00:00", "kind": "homepage", "missing": false, "url": "https://ecc.tools"}, {"content_hash": "276e8282fae1c8bf7bda7377e3ad4548586686e5446eeccdc22fd34a4f8cfb09", "fetched_at": "2026-08-28T17:21:29.078551+00:00", "kind": "site_page", "missing": false, "url": "https://ecc.tools/pricing"}, {"content_hash": "d9574a435d3d4c27b30efd33c2bfab2288fbb07419bb008d658f757acfa57d27", "fetched_at": "2026-08-28T17:21:29.080348+00:00", "kind": "site_page", "missing": false, "url": "https://ecc.tools/skills"}, {"content_hash": "ed1e85d0fd8eb35a798cac33738a70df43f330b441ea3f031b471fd982133b7f", "fetched_at": "2026-08-28T17:21:29.082324+00:00", "kind": "site_page", "missing": false, "url": "https://ecc.tools/changelog"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-29T16:10:20.536435+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "98bdb870e8ce248853889d501d0384623a50ff0f75b1975ca81a8e848a9256a8", "fetched_at": "2026-08-28T04:12:28.661106+00:00", "kind": "readme", "missing": false, "url": "https://github.com/affaan-m/ECC"}, {"content_hash": "0774380ef93749cceeda6e492540bec9054b694a59b3b9951fcff53cf8cbd169", "fetched_at": "2026-08-28T17:21:29.069465+00:00", "kind": "homepage", "missing": false, "url": "https://ecc.tools"}, {"content_hash": "276e8282fae1c8bf7bda7377e3ad4548586686e5446eeccdc22fd34a4f8cfb09", "fetched_at": "2026-08-28T17:21:29.078551+00:00", "kind": "site_page", "missing": false, "url": "https://ecc.tools/pricing"}, {"content_hash": "d9574a435d3d4c27b30efd33c2bfab2288fbb07419bb008d658f757acfa57d27", "fetched_at": "2026-08-28T17:21:29.080348+00:00", "kind": "site_page", "missing": false, "url": "https://ecc.tools/skills"}, {"content_hash": "ed1e85d0fd8eb35a798cac33738a70df43f330b441ea3f031b471fd982133b7f", "fetched_at": "2026-08-28T17:21:29.082324+00:00", "kind": "site_page", "missing": false, "url": "https://ecc.tools/changelog"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 99, "longevity": 16, "rhythm": 95}, "computed_at": "2026-09-03T02:20:16.233290+00:00", "flags": [], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 228, "days_push": 8, "days_rel": 37, "gap_med": 6, "n_releases_24m": 14}, "score": 81, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}