Getting it into your agent
This one installs as part of its plugin. Adding the marketplace and installing the plugin brings it with everything else the plugin ships.
/plugin marketplace add MostAshraf/ai-sdlc-harness/plugin install ai-sdlc-harnessWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/mostashraf/ai-sdlc-harness/workspace-config)<a href="https://agentmods.dev/skills/mostashraf/ai-sdlc-harness/workspace-config"><img src="https://agentmods.dev/badge/skills/mostashraf/ai-sdlc-harness/workspace-config/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/mostashraf/ai-sdlc-harness/workspace-config"><img src="https://agentmods.dev/badge/skills/mostashraf/ai-sdlc-harness/workspace-config.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00066 | $0.01947 |
| Opus 5 | $0.00033 | $0.00974 |
| Sonnet 5 | $0.00013 | $0.00389 |
| Haiku 4.5 | $0.00007 | $0.00195 |
Grade A, and why
workspace-config scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 10d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 137 lines — stays where its author put it; the contents beside it link to each section on GitHub.
workspace-config
Every command below is ${CLAUDE_PLUGIN_ROOT}/bin/harness <verb> … — run it
yourself via Bash. Never ask the user to type a harness command; the user
only answers the questions below.
Not this skill's job: registering a brand-new repo (that's /add-repo —
discovery, duplicate-name/path refusal, permission-allowlist refresh; this
skill only changes an already-registered repo's path/name/test_cmd), and
first-time setup (/init-workspace's interview).
0 · Confirm the workspace is actually bootstrapped
Resolve the plugin root if not already set (native Qwen first run —
each Bash call is a fresh subprocess, so the probe prints the path for
textual substitution). Same resolution logic as /init-workspace step 0:
R="${CLAUDE_PLUGIN_ROOT:-}"; [ -z "$R" ] && {
for p in "$HOME/.qwen/extensions/ai-sdlc-harness/bin/harness" \
"$HOME/.qwen/extensions/ai-sdlc-harness/.qwen-extension-install.json"; do
[ -e "$p" ] && { case "$p" in *install.json)
R=$(python3 -c "import json,sys;print(json.load(open(sys.argv[1])).get('source',''))" "$p");;
*) R=$(cd "$(dirname "$p")/.." && pwd);; esac
[ -x "$R/bin/harness" ] && break; }; done; }
[ -x "$R/bin/harness" ] || { echo "ERROR: set CLAUDE_PLUGIN_ROOT to the dir with bin/harness" >&2; exit 1; }
echo "PLUGIN_ROOT=$R"
Use the printed path in place of ${CLAUDE_PLUGIN_ROOT} below.
Read .claude/context/overrides.yaml. Missing, or no bootstrap_completed
key: /init-workspace never finished — stop and send the user there.
Proceeding anyway reports "the change is live," and the user only learns
otherwise later, at a confusing bootstrap incomplete refusal the next
time /dev-workflow runs.
1 · Ask which section, and what's changing
overrides— any top-level key inconfig/defaults/*.yamlother thanprovider/repos/language(status_mapping,subagent_models,quick_mode,naming+change_types,review_rounds,stall,repo_mapstaleness N,review_policy,security.scan_cmd/severity_order, …). Most single-setting changes land here.provider— work-item/git provider + specifics (stories_dir,github_repo,github_project+github_project_owner(+github_project_repo, which keeps board ids bare issue numbers),ado_org,ado_project, …).language— per-repotest_cmd/coverage_cmd/quarantine, underlanguage.repos.<name>(not the whole-workspacetest_paths/test_closure). Quarantine drops a known-failing spec unrelated to any run from every test + coverage command (reason+sincerequired,init-verifygates the shape, each run flags the exclusions):{"language": {"repos": {"fe": {"test_cmd": "npx vitest run", "quarantine": {"exclude_template": "--exclude {test}", "tests": [{"test": "t/a.spec.ts", "reason": "fails on main", "since": "2026-07-22"}]}}}}}—languageis a full REPLACE (§2): re-send every repo's existing keys.repos— repointing or renaming an existing entry's path. A path may be a checkout root or a subtree of one (<checkout>/frontend) — that's how a monorepo's logical repos are registered, one entry per root.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 10d ago First seen · 137 lines · 66 tokens per session scan A e155e8408ebc
workspace-config is a skill published in the GitHub repository MostAshraf/ai-sdlc-harness (18 stars, last pushed 13d ago), licensed MIT. It adds 66 tokens to every session and 1,947 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
Other skills, from other repositories
autonomous
Run multiple phases hands-free. Chains discuss, plan, build, and verify automatically.
quick
Execute an ad-hoc task with atomic commits. Skips full plan/review.
debug
Systematic debugging with hypothesis testing. Persistent across sessions.
explore
Explore ideas, think through approaches, and route insights to the right artifacts.
resume
Pick up where you left off. Restores context and suggests next action.
audit
Review past Claude Code sessions for PBR workflow compliance and UX quality.