Show Me Your Work Decision Log
cursor/plugins
Keeps a TSV decision log for long or unattended agent runs, one row per decision with what, why, evidence and result, so a reviewer can check the work later.
Verify output format, file coverage, and task alignment before completing
$ npx skills add HKUDS/OpenSpace --skill task-verification-checkpoints -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install HKUDS/OpenSpace task-verification-checkpoints --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/HKUDS/OpenSpace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/benchmarks/gdpval/skills/task-verification-checkpoints .claude/skills/task-verification-checkpoints && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "task-verification-checkpoints" agent skill from https://github.com/HKUDS/OpenSpace/tree/main/benchmarks/gdpval/skills/task-verification-checkpoints into .claude/skills/task-verification-checkpoints/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "task-verification-checkpoints", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/HKUDS/OpenSpace/tree/main/benchmarks/gdpval/skills/task-verification-checkpointsType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add HKUDS/OpenSpace --skill task-verification-checkpoints -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install HKUDS/OpenSpace task-verification-checkpoints --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/HKUDS/OpenSpace.git skills-src && mkdir -p .agents/skills && cp -r skills-src/benchmarks/gdpval/skills/task-verification-checkpoints .agents/skills/task-verification-checkpoints && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "task-verification-checkpoints" agent skill from https://github.com/HKUDS/OpenSpace/tree/main/benchmarks/gdpval/skills/task-verification-checkpoints into .agents/skills/task-verification-checkpoints/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "task-verification-checkpoints", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add HKUDS/OpenSpace --skill task-verification-checkpoints -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install HKUDS/OpenSpace task-verification-checkpoints --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/HKUDS/OpenSpace.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/benchmarks/gdpval/skills/task-verification-checkpoints .cursor/skills/task-verification-checkpoints && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "task-verification-checkpoints" agent skill from https://github.com/HKUDS/OpenSpace/tree/main/benchmarks/gdpval/skills/task-verification-checkpoints into .cursor/skills/task-verification-checkpoints/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "task-verification-checkpoints", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/HKUDS/OpenSpace.git --path benchmarks/gdpval/skills/task-verification-checkpoints--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add HKUDS/OpenSpace --skill task-verification-checkpoints -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install HKUDS/OpenSpace task-verification-checkpoints --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/HKUDS/OpenSpace.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/benchmarks/gdpval/skills/task-verification-checkpoints .gemini/skills/task-verification-checkpoints && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "task-verification-checkpoints" agent skill from https://github.com/HKUDS/OpenSpace/tree/main/benchmarks/gdpval/skills/task-verification-checkpoints into .gemini/skills/task-verification-checkpoints/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "task-verification-checkpoints", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install HKUDS/OpenSpace task-verification-checkpointsInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add HKUDS/OpenSpace --skill task-verification-checkpoints -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/HKUDS/OpenSpace.git skills-src && mkdir -p .github/skills && cp -r skills-src/benchmarks/gdpval/skills/task-verification-checkpoints .github/skills/task-verification-checkpoints && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "task-verification-checkpoints" agent skill from https://github.com/HKUDS/OpenSpace/tree/main/benchmarks/gdpval/skills/task-verification-checkpoints into .github/skills/task-verification-checkpoints/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "task-verification-checkpoints", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add HKUDS/OpenSpace --skill task-verification-checkpoints -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install HKUDS/OpenSpace task-verification-checkpoints --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/HKUDS/OpenSpace.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/benchmarks/gdpval/skills/task-verification-checkpoints .opencode/skills/task-verification-checkpoints && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "task-verification-checkpoints" agent skill from https://github.com/HKUDS/OpenSpace/tree/main/benchmarks/gdpval/skills/task-verification-checkpoints into .opencode/skills/task-verification-checkpoints/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "task-verification-checkpoints", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
task-verification-checkpointsVerify output format, file coverage, and task alignment before completing
Task Verification Checkpoints is an agent skill from HKUDS/OpenSpace. Verify output format, file coverage, and task alignment before completing
Its SKILL.md is about 1.3k tokens, which your agent loads only when the skill is triggered. The skill folder holds 1 other file.
It sits in Agent Workflows, covering Verification before completion. The repository describes itself as: "OpenSpace: The Skill Management Layer for AI Agents" -- https://open-space.cloud/. The licence is MIT.
4 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 3827781. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
No scripts in the folder and no shell commands in SKILL.md (its code samples are python).
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Task Verification Checkpoints loads about 1.3k tokens when it runs. Until then it costs about 26 tokens; SKILL.md has 297 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from HKUDS/OpenSpace at commit 3827781, republished under its MIT licence (© HKUDS). 297 words, ~1,256 tokens.
.claude/skills/task-verification-checkpoints/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.Before declaring a task as <COMPLETE>, perform these verification checks to ensure the deliverable matches requirements and prevents wrong-task completion.
This skill prevents common failures where agents:
Question: Does the output file format match task requirements?
Actions:
Example validation:
def verify_output_format(task_prompt, output_files):
"""Check if output format matches task requirements."""
required_format = extract_format_requirement(task_prompt) # e.g., 'pdf', 'pptx'
for f in output_files:
actual_ext = f.split('.')[-1].lower()
if actual_ext != required_format:
return False, f"Expected .{required_format}, got .{actual_ext}"
return True, "Format verified"Question: Were ALL reference/input files processed?
Actions:
Example validation:
def verify_reference_coverage(task_files, accessed_files):
"""Ensure all reference files were actually processed."""
missing = set(task_files) - set(accessed_files)
if missing:
return False, f"Unprocessed files: {missing}"
return True, "All references processed"Question: Does the deliverable address the ACTUAL task prompt?
Actions:
Example validation:
def verify_task_alignment(task_prompt, output_description):
"""Confirm output addresses the actual task."""
task_verbs = extract_action_verbs(task_prompt) # e.g., 'review', 'revise', 'create'
output_verbs = extract_action_verbs(output_description)
if not set(task_verbs).issubset(set(output_verbs)):
return False, "Output actions don't match task requirements"
return True, "Task alignment verified"Execute this checklist before marking ANY task complete:
def pre_completion_verification(task_prompt, output_files, reference_files):
"""
Complete verification before declaring task done.
Returns (success, message) tuple.
"""
checks = []
# Check 1: Format
format_ok, format_msg = verify_output_format(task_prompt, output_files)
checks.append(('Format', format_ok, format_msg))
# Check 2: Coverage
coverage_ok, coverage_msg = verify_reference_coverage(reference_files, get_accessed_files())
checks.append(('Coverage', coverage_ok, coverage_msg))
# Check 3: Alignment
alignment_ok, alignment_msg = verify_task_alignment(task_prompt, get_output_summary())
checks.append(('Alignment', alignment_ok, alignment_msg))
# Report results
all_passed = all(ok for _, ok, _ in checks)
if not all_passed:
print("❌ VERIFICATION FAILED - Do not mark complete")
for name, ok, msg in checks:
status = "✓" if ok else "✗"
print(f" {status} {name}: {msg}")
return False, "Verification failed"
print("✓ All verification checkpoints passed")
return True, "Ready for completion"Use this skill whenever:
<COMPLETE> declaration| Failure Type | Example | Prevention |
|---|---|---|
| Format mismatch | Created PPTX when PDF requested | Checkpoint 1 |
| Incomplete coverage | Skipped Photographs.zip | Checkpoint 2 |
| Task drift | Created new report instead of revising existing | Checkpoint 3 |
| Assumption errors | Assumed format without verification | All checkpoints |
Before <COMPLETE>:
□ Output format matches requirements?
□ All reference files processed?
□ Deliverable addresses actual task?
If ANY box unchecked → Do NOT complete, fix first.© HKUDS, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 1 other file in benchmarks/gdpval/skills/task-verification-checkpoints of HKUDS/OpenSpace.
Open the folder on GitHubat commit 3827781
Task Verification Checkpoints next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Task Verification Checkpoints this skillHKUDS/OpenSpace | 7.7k | — | ~1.3k | Automated safety check: Pass | MIT | |
| Show Me Your Work Decision Logcursor/plugins | 10k | 9 repos | ~1.6k | Automated safety check: Pass | None | |
| Verification Before Completionfarm-fe/farm | 5.6k | 45 repos | ~1k | Automated safety check: Pass | MIT | |
| Scope Creep Guardlennney/stop-that-shit | 2.5k | 1 repos | ~2k | Automated safety check: Pass | MIT | |
| PUA High-Agency Governancetanweai/pua | 20k | — | ~502 | Automated safety check: Pass | MIT | |
| Incremental Implementationaddyosmani/agent-skills | 102k | 1 repos | ~2.3k | Automated safety check: Pass | MIT |
cursor/plugins
Keeps a TSV decision log for long or unattended agent runs, one row per decision with what, why, evidence and result, so a reviewer can check the work later.
farm-fe/farm
A skill your agent uses when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any…
lennney/stop-that-shit
Keeps an agent focused on the requested work by applying a five-step ladder that checks for direct solutions, real gaps and speculative defenses before adding anything.
tanweai/pua
Pushes an agent to keep verifying and changing approach after repeated failures, using a diagnosis line, evidence-based completion and confirmation before risky edits.
addyosmani/agent-skills
Delivers a change in thin vertical slices, each implemented, tested, verified and committed before the next, using vertical, contract-first or risk-first slicing.
tanweai/pua
Runs an unattended iterate-until-verified loop in which a user-set verify command, not the agent's own claim, decides when the task is finished.
HKUDS/OpenSpace
Walks through producing a master audio track plus stems in Python, from checking a reference file and timing sections by BPM to effects, a zip archive and final verification.
HKUDS/OpenSpace
Handle cascading data retrieval tool failures by falling back to embedded knowledge generation
HKUDS/OpenSpace
Gives an agent a workaround when its code-execution sandbox keeps failing: save the Python script to a file and run it through the shell instead.
HKUDS/OpenSpace
A recovery routine for agents whose sandboxed code runner keeps failing: save the Python script to disk, then run it through the shell and read the output.
HKUDS/OpenSpace
Fallback ladder for failed sandboxed code runs, plus the habit of fixing the working directory first so generated files land in the right place.
HKUDS/OpenSpace
Fallback workflow for executing Python code when executecodesandbox fails repeatedly
Categories
Verify output format, file coverage, and task alignment before completing. Task Verification Checkpoints is an agent skill from HKUDS/OpenSpace.
Task Verification Checkpoints fits situations like: tasks that involve Verification before completion.
Run `npx skills add HKUDS/OpenSpace --skill task-verification-checkpoints -a claude-code`. Or copy the skill folder (benchmarks/gdpval/skills/task-verification-checkpoints in HKUDS/OpenSpace) into .claude/skills/task-verification-checkpoints in your project. Claude Code loads it when a task matches its description.
Run `npx skills add HKUDS/OpenSpace --skill task-verification-checkpoints -a codex`. Or copy the skill folder (benchmarks/gdpval/skills/task-verification-checkpoints in HKUDS/OpenSpace) into .agents/skills/task-verification-checkpoints in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add HKUDS/OpenSpace --skill task-verification-checkpoints -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/task-verification-checkpoints, .gemini/skills/task-verification-checkpoints, .github/skills/task-verification-checkpoints and .opencode/skills/task-verification-checkpoints in your project.
SKILL.md names no scripts, command-line tools or credentials: Task Verification Checkpoints is instructions for the agent only. Our summary lists: Python 3.
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Task Verification Checkpoints is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.3k tokens (SKILL.md is roughly 5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Task Verification Checkpoints: Show Me Your Work Decision Log (cursor/plugins, 10k stars), Verification Before Completion (farm-fe/farm, 5.6k stars), Scope Creep Guard (lennney/stop-that-shit, 2.5k stars) and PUA High-Agency Governance (tanweai/pua, 20k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
HKUDS (a GitHub organization) maintains it in HKUDS/OpenSpace, which has 7,743 GitHub stars. The repository holds 199 skills in this directory. The repository was last updated on August 12, 2026.
Source: HKUDS/OpenSpace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.