Install the "temporal-parameter-staleness" agent skill from https://github.com/PlamenTSV/plamen/tree/main/agents/skills/daml/temporal-parameter-staleness into .claude/skills/temporal-parameter-staleness/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "temporal-parameter-staleness", 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.
Type 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.
skills CLI
$ npx skills add PlamenTSV/plamen --skill temporal-parameter-staleness -a codex
Project install goes to .agents/skills/; add -g for ~/.codex/skills/.
Install the "temporal-parameter-staleness" agent skill from https://github.com/PlamenTSV/plamen/tree/main/agents/skills/daml/temporal-parameter-staleness into .agents/skills/temporal-parameter-staleness/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "temporal-parameter-staleness", 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.
skills CLI
$ npx skills add PlamenTSV/plamen --skill temporal-parameter-staleness -a cursor
Project install goes to .agents/skills/; add -g for ~/.cursor/skills/.
Install the "temporal-parameter-staleness" agent skill from https://github.com/PlamenTSV/plamen/tree/main/agents/skills/daml/temporal-parameter-staleness into .cursor/skills/temporal-parameter-staleness/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "temporal-parameter-staleness", 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.
--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
skills CLI
$ npx skills add PlamenTSV/plamen --skill temporal-parameter-staleness -a gemini-cli
Project install goes to .agents/skills/; add -g for ~/.gemini/skills/.
Install the "temporal-parameter-staleness" agent skill from https://github.com/PlamenTSV/plamen/tree/main/agents/skills/daml/temporal-parameter-staleness into .gemini/skills/temporal-parameter-staleness/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "temporal-parameter-staleness", 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.
Installs 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).
skills CLI
$ npx skills add PlamenTSV/plamen --skill temporal-parameter-staleness -a github-copilot
Project install goes to .agents/skills/; add -g for ~/.copilot/skills/.
Install the "temporal-parameter-staleness" agent skill from https://github.com/PlamenTSV/plamen/tree/main/agents/skills/daml/temporal-parameter-staleness into .github/skills/temporal-parameter-staleness/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "temporal-parameter-staleness", 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.
skills CLI
$ npx skills add PlamenTSV/plamen --skill temporal-parameter-staleness -a opencode
OpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
Install the "temporal-parameter-staleness" agent skill from https://github.com/PlamenTSV/plamen/tree/main/agents/skills/daml/temporal-parameter-staleness into .opencode/skills/temporal-parameter-staleness/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "temporal-parameter-staleness", 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.
Facts
Skill name
temporal-parameter-staleness
GitHub stars
303
Token cost
~3.3k tokens
SKILL.md length
1,356 words
Files
1
Skills in repo
87
Repo updated
First seen
Licence
MIT
At a glance
Trigger Pattern interval|period|duration|delay|cooldown|lockperiod|timelock|deadline|maturity|expiry|getTime - Inject Into Breadth agents, depth-state-trace
Works in 5 steps: Enumerate Multi-Step (Multi-Transaction)… → Identify Cached Parameters → Model Staleness Impact → …
Pattern interval|period|duration|delay|cooldown|lockperiod|timelock|deadline|maturity|expiry|getTime - Inject Into Breadth agents
SKILL.md covers Step 1: Enumerate Multi-Step…, Step 2: Identify Cached…, Step 3: Model Staleness Impact and Step 3b: Update-Source Audit, plus 8 more sections
Needs NO_SUCH_KEY
What it does
Temporal Parameter Staleness is an agent skill from PlamenTSV/plamen. Trigger Pattern interval|period|duration|delay|cooldown|lockperiod|timelock|deadline|maturity|expiry|getTime - Inject Into Breadth agents, depth-state-trace
Its SKILL.md is about 3.3k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
The repository describes itself as: Autonomous Web3 security audit agent for Claude Code. The licence is MIT.
When your agent uses it
Pattern interval|period|duration|delay|cooldown|lockperiod|timelock|deadline|maturity|expiry|getTime - Inject Into Breadth agents
Depth-state-trace
Example prompts
“/temporal-parameter-staleness”
Requirements
A credential in NO_SUCH_KEY
Workflow steps
5 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 795962b. It shows what the files ask for, not the result of running them.
Tool permissions
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.
Runs code
No scripts in the folder and no shell commands in SKILL.md (its code samples are markdown).
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names these keys or tokens, usually read from environment variables:
NO_SUCH_KEY
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Temporal Parameter Staleness loads about 3.3k tokens when it runs. Until then it costs about 47 tokens; SKILL.md has 1,356 words of instructions outside code blocks.
Always· name and description, kept in context so the agent knows when to use it
~47
When it runs· the whole SKILL.md, loaded when a task matches
~3.3k
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.
Safety
Auto-check passed
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.
Cached parameters in multi-step (multi-transaction) operations become stale when an authority changes the source between steps. On DAML, time is read with getTime : Update Time inside a choice, returning ledger time (a record time the submitter does NOT choose; it is bounded by the transaction's ledger-time window). A deadline/duration is a template field (Time or a RelTime/Int of seconds); a value is "cached" when a choice copies a config field into a successor contract at Step 1, and Step N reads the cached copy instead of re-fetching the live config. There are no slots/epochs/blocks — time is the ledger Time value. This skill is the staleness/cross-transaction lens; ENSURE_INVARIANTS §4 is the single-choice deadline-enforcement boundary lens — cross-reference, do not duplicate.
Find all operations that span multiple transactions, typically a Propose/Accept or initiate/complete pattern:
Operation
Step 1 (Initiate)
Wait Condition
Step N (Complete)
Time Source
{op_name}
{Propose choice / create}
{deadline / cooldown}
{Accept / Complete choice}
getTime (ledger time)
For each multi-step operation:
What parameters/fields are read and copied into a successor contract at Step 1?
What fields are re-fetched from the live config at Step N?
What fields are USED at Step N but NOT re-fetched (cached, possibly stale)?
Is time read via getTime (ledger time) or taken from a caller-supplied Time argument? A caller-supplied time lets the caller choose "now" — always a finding.
DAML Time Semantics
Source
Type
Who Controls
Notes
getTime
Time (in Update/Script)
Ledger (record time, within the tx ledger-time window)
The ONLY trustworthy "now" inside a choice
Caller-supplied Time/RelTime argument
choice argument
The submitting party
NOT trustworthy as "now" — the caller picks it
A deadline : Time field on a contract
template field
Whoever authorized the create
Only enforced if a choice compares it to getTime
Critical property: within a single transaction (one choice and its consequences), all getTime calls return the same Time — there is no intra-transaction time variation. Multi-step time attacks require separate transactions.
Step 2: Identify Cached Parameters
For each parameter used across steps:
Parameter (field)
Source Contract
Copied Into (Step 1 successor)
Cached?
Authority-Changeable? (which choice)
Re-Fetched at Step N?
DAML caching patterns:
Snapshot into successor: a Propose choice copies config.feeRate/config.deadline into the Proposal contract; Accept reads the Proposal's copy, not the live config.
Cached deadline: a Proposal stores deadline = addRelTime now period computed at Step 1; if period later changes in config, the Proposal's deadline is stale.
Re-fetch pattern: Step N does cfg <- fetchByKey @Config ... and reads live values — no staleness for those fields.
Red flags: a field is copied into the Step-1 successor AND an authority can change the source config AND Step N does NOT re-fetch the source.
Step 3: Model Staleness Impact
For each cached parameter that can become stale:
Scenario A: Parameter INCREASES between steps
1. Party initiates at Step 1 — successor contract stores param = X
2. Authority exercises a setter choice: config param = X + delta
3. Party completes at Step N — uses cached X from the successor
4. Impact: {what happens with stale X when live config is X + delta}
Scenario B: Parameter DECREASES between steps
1. Party initiates at Step 1 — successor stores param = X
2. Authority setter: config param = X - delta
3. Party completes at Step N — uses cached X
4. Impact: {what happens with stale X when live config is X - delta}
BOTH directions are mandatory — increase and decrease often differ.
DAML-Specific Staleness Vectors
Vector
Description
Severity Modifier
Stale snapshot in successor
Proposal/initiate contract holds a copied config field; Accept never re-fetches the live config.
HIGH if it governs value movement; MEDIUM otherwise
Cached absolute deadline
deadline computed at Step 1 from a period that later changes; the Proposal's deadline no longer matches policy.
Medium if the deadline is safety-critical
Caller-supplied time
A choice compares against a Time passed as an argument instead of getTime.
High — the caller chooses "now", defeating the gate
Config archived mid-operation
The config contract a Step-N choice fetches/fetchByKeyes is archived between steps.
High — Step N aborts CONTRACT_NOT_FOUND / NO_SUCH_KEY (liveness brick)
Retroactive rate-at-complete
Step N reads the LIVE config rate (not the Step-1 snapshot), so an authority change retroactively alters all pending operations.
Medium–High depending on who is harmed
Step 3b: Update-Source Audit
For each parameter updated from another contract (a price/rate feed contract fetched in a choice):
Is the source the correct representation of what this parameter tracks?
Is the source contract's identity validated? Can a forged config/feed ContractId be substituted via a caller-supplied argument (cross-reference CID_CAPABILITY_SAFETY)?
Should the parameter be fixed for a period (per epoch) rather than re-read every completion?
Which choice updates it, who controls that choice, and what is the protocol state if it is never exercised (no refresh)?
Step 4: Retroactive Application Analysis
For fee/rate/deadline fields that apply to existing in-flight state:
Parameter (field)
Set By (choice)
Applies To
Retroactive?
Impact
DAML retroactive patterns:
Config setter: an authority archives+recreates the config with a new feeRate. All pending completions that re-fetch the live config now use the new rate — retroactively changes returns for parties who initiated under the old rate.
Cooldown/period setter: changing cooldownPeriod in config makes parties who already initiated wait longer/shorter — retroactive on in-flight Proposals (if Step N recomputes from live period).
Rate-at-complete pattern: if Step N reads the live config field (not the Step-1 snapshot), any authority change between steps applies retroactively.
Rule 2 direction check: can the authority's change make a party-facing choice behave unexpectedly (e.g. setting cooldownPeriod = 0 removes a withdrawal-delay protection; setting maxWithdrawal = 0 blocks all withdrawals)? Does the change retroactively affect parties in active operations?
Show full SKILL.md (513 more words)Show less
Step 5: Assess Severity
For each staleness issue:
Who is affected? (one party, all parties with pending operations, the protocol)
Is the impact bounded? (capped by a field range, an ensure, a max delay)
Can it be exploited intentionally? (authority times a setter to a specific ledger to harm a pending operation)
Is there a recovery path? (cancel + re-initiate; an authority override choice)
Ledger precision: how precisely can an attacker time exploitation relative to the deadline?
Severity Assessment (Rule 10 — Worst-State)
Use worst realistic operational state:
Severity assessed at: pending_ops=MAX, rate_delta=MAX_RATE-MIN_RATE, value=$XX
Rationale: protocol designed for up to {N} concurrent pending operations per documentation
Key Questions (must answer all)
What multi-step (multi-transaction) operations exist? (Propose/Accept, initiate/complete)
For each cached field: can an authority change the source between steps?
What happens if a delay DECREASES after initiation? (parties complete too early relative to new policy)
What happens if a delay INCREASES after initiation? (parties locked longer than expected)
Are fees/rates applied retroactively to in-flight operations, or only to new ones?
Is there a max field range bounding the staleness impact (an ensure)?
DAML-specific: does any time comparison use getTime (ledger time) or a caller-supplied Time?
DAML-specific: can the config contract a Step-N choice fetches be archived between steps (CONTRACT_NOT_FOUND / NO_SUCH_KEY brick)?
DAML-specific: is there a refresh/update choice for an external feed? What if it is never exercised?
DAML-specific: does a Step-1 snapshot vs Step-N re-fetch decision change which value (stale-cached vs retroactive-live) governs the outcome?
Common False Positives
Immutable config: if the config has no setter choice (or the setter's controller is revoked/governance), no staleness
Bounded ranges: if an ensure limits the change magnitude, impact may be Low
Cancellable operations: if parties can archive a pending Proposal and re-initiate, reduced severity
Two-step authority change: if config changes themselves require a Propose/Accept delay, parties have time to react
Same-transaction operations: choices completing in one transaction cannot have time staleness between steps
Re-fetch at completion: if Step N re-fetches the live config (not a Step-1 snapshot), no staleness for that field
Instantiation Parameters
{TEMPLATES} - Templates to analyze
{MULTI_STEP_OPS} - Identified multi-step (Propose/Accept) operations
{CACHED_PARAMS} - Fields snapshotted into Step-1 successors
{AUTHORITY_PARAMS} - Authority-changeable config fields
{DELAY_PARAMS} - Deadline/cooldown fields (Time / RelTime / seconds)
{FEE_PARAMS} - Fee/rate fields that may apply retroactively
{TIME_SOURCE} - getTime (ledger time) vs caller-supplied Time argument
Output Schema
Field
Required
Description
multi_step_ops
yes
Multi-transaction operations found
cached_params
yes
Fields snapshotted across steps (into which successor)
staleness_vectors
yes
How cached fields can become stale
retroactive_fees
yes
Fees/rates applied retroactively
time_source_audit
yes
getTime vs caller-supplied, and whether appropriate
config_archival_risks
yes
Config contracts that could be archived mid-operation
finding
yes
CONFIRMED / REFUTED / CONTESTED
evidence
yes
Code locations with line numbers
step_execution
yes
Status for each step
Finding Template
markdown
**ID**: [DML-TPS-N]
**Verdict**: CONFIRMED / PARTIAL / REFUTED / CONTESTED
**Step Execution**: ✓1,2,3,3b,4,5 | ✗(reasons) | ?(uncertain)
**Rules Applied**: [R2:___, R8:___, R10:___, R13:___, R14:___]
**Severity**: Critical/High/Medium/Low/Info
**Location**: {Module}.daml:LineN (template X, choice Y)
**Title**: {stale cached field / caller-supplied time / retroactive rate / config-archival brick}
**Description**: {which field is cached at Step 1, which authority changes it, why Step N is stale}
**Impact**: {quantified at worst-state — who is harmed by the stale/retroactive value}
**PoC steer**: multi-transaction Script — initiate (snapshot field), authority `submit` changes config, complete and assert the stale value governs (or the live value retroactively applies); for caller-supplied time, `submit` a past/future Time and show the gate passes; `passTime`/`setTime` for deadline windows.
Step Execution Checklist (MANDATORY)
Step
Required
Completed?
Notes
1. Enumerate Multi-Step Operations
YES
2. Identify Cached Parameters
YES
3. Model Staleness Impact (both directions)
YES
3b. Update-Source Audit
YES
4. Retroactive Application Analysis
YES
5. Assess Severity
YES
Cross-Reference Markers
After Step 2: if cached fields are authority-changeable → MUST complete Step 3 with BOTH increase and decrease scenarios.
After Step 3: if any time comparison uses a caller-supplied Time instead of getTime → FLAG (the caller chooses "now").
After Step 3b: if the source config/feed is referenced by a caller-supplied ContractId → cross-reference CID_CAPABILITY_SAFETY.
After Step 4: cross-reference SEMI_TRUSTED_ROLES for the authority choices that change these fields, and ENSURE_INVARIANTS §4 for single-choice deadline enforcement.
Temporal Parameter Staleness 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.
Temporal Parameter Staleness compared with similar skills
Skill
Stars
Used in
Tokens
Auto-check
Licence
Repo updated
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Auto-check passed
Questions about Temporal Parameter Staleness
What does Temporal Parameter Staleness do?
Trigger Pattern interval|period|duration|delay|cooldown|lockperiod|timelock|deadline|maturity|expiry|getTime - Inject Into Breadth agents, depth-state-trace. Temporal Parameter Staleness is an agent skill from PlamenTSV/plamen.
How do I install Temporal Parameter Staleness in Claude Code?
Run `npx skills add PlamenTSV/plamen --skill temporal-parameter-staleness -a claude-code`. Or copy the skill folder (agents/skills/daml/temporal-parameter-staleness in PlamenTSV/plamen) into .claude/skills/temporal-parameter-staleness in your project. Claude Code loads it when a task matches its description.
How do I install Temporal Parameter Staleness in Codex?
Run `npx skills add PlamenTSV/plamen --skill temporal-parameter-staleness -a codex`. Or copy the skill folder (agents/skills/daml/temporal-parameter-staleness in PlamenTSV/plamen) into .agents/skills/temporal-parameter-staleness in your project. Codex loads it when a task matches its description.
Can I use Temporal Parameter Staleness in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add PlamenTSV/plamen --skill temporal-parameter-staleness -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/temporal-parameter-staleness, .gemini/skills/temporal-parameter-staleness, .github/skills/temporal-parameter-staleness and .opencode/skills/temporal-parameter-staleness in your project.
What does Temporal Parameter Staleness need to run?
Going by SKILL.md and its folder, Temporal Parameter Staleness needs credentials named NO_SUCH_KEY. Our summary lists: A credential in NO_SUCH_KEY.
Does Temporal Parameter Staleness access the network?
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.
Is Temporal Parameter Staleness safe to install?
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.
What licence does Temporal Parameter Staleness use?
Temporal Parameter Staleness is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Temporal Parameter Staleness use?
About 3.3k tokens (SKILL.md is roughly 13k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Temporal Parameter Staleness?
Skills that share tags, products or a category with Temporal Parameter Staleness: Bio Temporal Genomics Periodicity Detection (GPTomics/bioSkills, 1.2k stars), Temporal Golang Pro (sickn33/agentic-awesome-skills, 47k stars), Temporal Developer (latitude-dev/latitude-llm, 4.7k stars) and Temporal Python Testing (wshobson/agents, 40k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Temporal Parameter Staleness?
PlamenTSV (a GitHub user) maintains it in PlamenTSV/plamen, which has 303 GitHub stars. The repository holds 87 skills in this directory. The repository was last updated on September 26, 2026.
Source: PlamenTSV/plamen on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.