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The Agent Harness Landscape and the Shift to Markdown-Defined, Event-Driven Agents

How coding and general-purpose agent harnesses evolved between October 2025 and October 2026 (Claude Code, OpenAI Codex CLI, OpenCode, Pi, Antigravity CLI, Cursor, Amp, OpenClaw): adoption and user base, the move to event-driven and multi-agent workflows defined in markdown, the SKILL.md Agent Skills standard and its most popular skills repositories, and whether harness scaffolding stays necessary as models improve

  • Claude Fable 5.1
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Synthesised 2026-10-25

Narrative

Independent commentary in this lane treats the harness as the main object of engineering. Addy Osmani (blog, 19 April 2026, reposted by O'Reilly Radar on 15 May 2026) credits Viv Trivedy with coining "harness engineering" and argues that a decent model with a great harness beats a great model with a bad harness. His O'Reilly piece adds that harnesses "move" rather than shrink as models improve. Simon Willison's definition (an agent runs tools in a loop to achieve a goal) is the working consensus. On the open question of absorption, Lee Han Chung (8 May 2026), Phil Schmid, Hugo Bowne-Anderson (Substack) and Arize (about late September 2026) all apply Sutton's Bitter Lesson and predict that task-specific scaffolding gets dissolved by the next model release. A Terminal-Bench summary (jxzhangjhu blog, 2026) points the same way, reporting that a model swap moved scores more than a scaffold swap (+52% against +17% relative). Counter-evidence also appears: Lilian Weng (July 2026) and the same blog describe automatic harness rewriting lifting a fixed model from 69.7% to 77% on Terminal-Bench. The evidence therefore favours "specific tricks decay, the harness layer persists", not either extreme.

On skills, the main dated facts come from Simon Willison's weblog. On 22 October 2026 he recorded Anthropic's donation of the Agent Skills standard to the Agentic AI Foundation under the Linux Foundation, and noted he had predicted this in December 2025. He also logged OpenAI's Codex adopting skills in December 2025. A DEV Community post (23 October 2026) reads the donation as format governance only, not supply-chain governance, and stresses that skills are markdown files agents are built to trust. Firecrawl's explainer cites an arXiv study (2602.08004, Bosch Research and Carnegie Mellon, February 2026) counting 40,285 listed skills, a rise from 2,179 on 16 January to over 40,000 by 5 February. That is a registry listing count, not usage. Hysenlabs observes that obra/superpowers installs separately into 16 harnesses with no shared state, which is a practical limit on portability.

Star counts for obra/superpowers vary by date and source, and none is a primary GitHub reading. Retrieved figures are 89K+ (Termdock, March 2026), 287,886 (claudeskills.info, last updated July 2026), 296,826 (Hysenlabs, synced 9 October 2026) and 304.6K with 271.0K installs of one skill (skills.sh page). Trendshift shows +27,199 stars in 61 days to 25 October 2026, and it quotes the author's own post about 300K stars and clone counts, which is vendor-reported and unaudited. Skills.sh install counts are directory telemetry, not active users. On harnesses, a Pi write-up by Implicator (May 2026) reports 45,041 stars for Pi on 6 May, the 8 April acquisition of Pi by Armin Ronacher's Earendil, and a stripped core with no MCP, subagents or plan mode. Explainx (October 2026) reports Pi 1.0 on 2 October and MCP entering Pi's core on 29 September. It also cites a Databricks benchmark in which Pi had the highest pass rate, which I could not trace to a primary Databricks document. Morphllm's October 2026 alternatives list gives OpenCode 214K stars against 151K for Claude Code. Firecrawl quotes OpenAI's 1 June 2026 announcement of more than 5 million weekly Codex users, a vendor-reported figure.

Comparison posts from October 2026 (Morph, Alongside, Kingy.ai, Shattered) agree that Claude Code, Codex and OpenCode shipped updates between 12 and 16 October 2026, with OpenCode 2.0 repositioned as a background service with an API and SDK. They split on rankings. Alongside reports Terminal-Bench 4.0 pairs within confidence intervals of each other (Codex 58.2%, Claude Code 57.9%), while Morph reports a 64.85% against 58.18% gap. Kingy.ai's fixed-model test (OpenCode 34/42, Claude Code 32/42, Codex 31/42) shows no significant differences. These are SEO-adjacent sources whose benchmark claims should be treated as leads, and the model names they cite could not be checked here. Coverage of Antigravity CLI, Cursor ownership, Amp, the Anthropic third-party harness ban and its reversal, and Matt Pocock's and Karpathy-style skills collections did not surface in this lane's searches and remains a gap.


Sources

ID Title Outlet Date Significance
b1 Donating Agent Skills to the Agentic AI Foundation Simon Willison's Weblog 2026-10 Dated primary-adjacent record (22 October 2026) that Anthropic is donating the SKILL.md standard to the AAIF under the Linux Foundation, plus Willison's December 2025 prediction of exactly this.
b2 Simon Willison on skills (tag page) Simon Willison's Weblog 2026-01 Running log of 15 posts on skills, including the December 2025 note that OpenAI added Skills to Codex docs and the Agent Skills homepage.
b3 Anthropic Just Gave Away Agent Skills DEV Community 2026-10 Practitioner reading of the AAIF donation: governs the format, not the supply chain, so vetting community skills stays the user's problem.
b4 Agent Harness Engineering (Addy Osmani blog) addyosmani.com 2026-04 Defines harness engineering, credits Trivedy with the term, and maps each harness feature (compaction, skills, bash) to a model weakness.
b5 Agent Harness Engineering (O'Reilly Radar repost) O'Reilly Radar 2026-05 Osmani's claim that harnesses move rather than shrink as models improve, directly relevant to whether scaffolding stays necessary.
b6 Hidden Technical Debt of AI Systems: Agent Harness Han Lee blog 2026-05 Applies the Bitter Lesson to harness code, arguing structure fitted to 2026 capability is what the next model release dissolves.
b7 Self-Evolving Agentic Harnesses jxzhangjhu blog 2026 Cites Terminal-Bench figures showing model swaps beat scaffold swaps (+52% against +17% relative) alongside automatic harness rewriting lifting 69.7% to 77%.
b8 Harness Engineering for Self-Improvement Lil'Log 2026-07 Lilian Weng's July 2026 survey of propose-evaluate-accept loops where agents improve their own harness.
b9 Language model harnesses are compositional generalizers alexzhang13.github.io 2026-07 July 2026 essay by Alex Zhang and Omar Khattab warning that hand-built harness structure risks running afoul of the bitter lesson within months.
b10 Are Agent Harnesses Dying? What Distillation Changes Arize 2026-09 Recent analysis of models absorbing harness behaviour via training on corrected runs, with a cited 21 point task-success gain and a pointer to TheSequence's 'Great Absorption' thesis.
b11 AI Agent Harness, 3 Principles for Context Engineering, and the Bitter Lesson Revisited Hugo Bowne-Anderson (Substack) 2025-12 Substack piece by Hugo Bowne-Anderson arguing harness assumptions go obsolete in about six months and should be stripped back as models improve.
b12 The importance of Agent Harness in 2026 philschmid.de 2026-01 Phil Schmid's examples of rebuilds (Manus five refactors in six months, Vercel removing 80% of tools) as anecdotal evidence for lightweight harnesses.
b13 Why Most Agent Harnesses Are Not Bitter Lesson Pilled X (article post) 2026-01 Argues workflows and fixed subagent graphs plateau, and names a countermovement favouring a loop with good tool design; a single social post, so lower evidential weight.
b14 Pi Coding Agent Turns Minimalism Into Harness Rebellion Implicator.ai 2026-05 Gives dated Pi figures (45,041 stars and 2,143 packages on 6 May 2026), the Earendil acquisition of 8 April 2026, and comparison star counts for Codex and Gemini CLI.
b15 Building Pi, and what makes self-modifying software so fascinating The Pragmatic Engineer (Substack) 2026-03 Pragmatic Engineer newsletter interview recording that Pi was built because Claude Code became unpredictable and that OpenClaw is built on Pi.
b16 Pi Agent Harness (pi.dev): Minimal Coding Agent by Mario Zechner (2026) explainx.ai 2026-10 Reports Pi 1.0 on 2 October 2026, MCP entering Pi core on 29 September, and an unverified Databricks benchmark claim that Pi led on pass rate.
b17 obra/superpowers: 16 install paths, one methodology Hysen Labs 2026-10 Records 296,826 stars (synced 9 October 2026) and the point that Superpowers installs separately into 16 harnesses, limiting portability in practice.
b18 obra/superpowers GitHub trending stats (Trendshift) Trendshift 2026-10 Shows +27,199 stars in 61 days to 25 October 2026, and quotes the author's unaudited clone claims (56M+ clones in two weeks).
b19 obra/superpowers Skills Collection claudeskills.info 2026-07 Lists 14 skills, 287,886 stars and 3.2M total installs (last update 24 July 2026), with per-skill install counts; directory telemetry, not active users.
b20 using-superpowers (skills.sh) skills.sh 2026-10 Directory page showing 271.0K installs and 304.6K stars, first seen 19 January 2026, illustrating how skills.sh reports installs.
b21 Agent Skills Explained: How SKILL.md Files Work and Why They're Everywhere Firecrawl blog 2026-03 Cites the Bosch and CMU arXiv study (2602.08004) of 40,285 skills and the 18.5x growth in 20 days, and lists the harnesses that adopted SKILL.md.
b22 From Skills to Agents: Bridging Claude Skills and AGENTS.md dave.engineer 2025-11 Baseline from November 2025 when SKILL.md worked only in Claude; shows the early workaround of compiling skills into AGENTS.md. Stale for capability claims.
b23 Claude Code, Codex CLI, OpenCode Update in 4 Days Shattered 2026-10 Dates the 12 to 16 October 2026 release cluster (OpenCode 2.0 as a background service with API and SDK, Codex 0.163.0 mid-task steering, Claude Code forked subagents).
b24 OpenCode Review 2026: Benchmarks, Safety & Rivals Kingy.ai 2026-10 Fixed-model test (42 tasks) finding no statistically significant solve-rate difference between OpenCode, Claude Code and Codex CLI.
b25 Claude Code Alternatives (2026): 11 Tested Morph 2026-10 Gives OpenCode 214K against Claude Code 151K GitHub stars (October 2026), a star metric and not active users.

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